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UNDERGRADUATE PROGRAM IN COMPUTER SCIENCE DEPARTMENT OF COMPUTER SCIENCE AND ELECTRONICS STAFF HANDBOOKS FACULTY OF MATHEMATICS AND NATURAL SCIENCES UNIVERSITAS GADJAH MADA 2017

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UNDERGRADUATE PROGRAM IN COMPUTER SCIENCE

DEPARTMENT OF COMPUTER SCIENCE AND ELECTRONICS

STAFF HANDBOOKS

FACULTY OF MATHEMATICS AND NATURAL SCIENCES

UNIVERSITAS GADJAH MADA

2017

List of Staff Handbooks

1. Abdul Ro’uf, Drs., M.Ikom ............................................................................................................. 1

2. Afiahayati, M. Cs, Ph.D ................................................................................................................... 2

3. Agfianto Eko Putra, Dr., M.Si. ........................................................................................................ 3

4. Drs. Agus Harjoko M.Sc., Ph.D ....................................................................................................... 5

5. Agus Sihabuddin, S.Si., M.Kom., Dr.. ............................................................................................. 6

6. Ahmad Ashari, M.Ikom., Dr.-techn ................................................................................................. 7

7. Aina Musdholifah, S.Kom., M.Kom., Ph.D..................................................................................... 8

8. Aniffudin Aziz, S.Si. M Kom. ....................................................................................................... 11

9. Anny Kartika Sari, S.Si., M.Sc., Ph.D. .......................................................................................... 12

10. Arif Nurwidyantoro, S.Kom., M.Cs .............................................................................................. 14

11. Aufaclav Zatu Kusuma Frisky, S.Si. ,M.Sc. .................................................................................. 15

12. Azhari, Dr., MT. ............................................................................................................................ 16

13. Bakhtiar Alldino A.S., S.Si, M.Cs. ................................................................................................ 17

14. Drs. Bambang Nurcahyo Prastowo, M. Sc. ................................................................................... 18

15. Catur Atmaji, S.Si, M.Cs ............................................................................................................... 18

16. Danang Lelono, S.Si, M. T.,Dr. ..................................................................................................... 19

17. Edi Wibowo,S.Kom., M.Kom, Ph.D. ............................................................................................ 20

18. Edi Winarko, Drs., M.Sc. Ph.D. ..................................................................................................... 21

19. Faizah, S.Kom., M.Kom. ............................................................................................................... 22

20. Faizal Makhrus,S.Kom., M.Sc., Ph.D ............................................................................................ 23

21. Guntur Budi Herwanto, S. Kom., M. Cs. ....................................................................................... 24

22. I Gede Mujiyatna, S.Kom., M.Kom. .............................................................................................. 24

23. Idham Ananta Timur, ST. M.Kom ................................................................................................. 25

24. Ika Candradewi, S.Si, M.Cs ........................................................................................................... 25

25. Ilona Usuman, S.Si., M.Kom. ........................................................................................................ 26

26. Isna Alfi Bustoni, S. T., M. Eng. ................................................................................................... 27

27. Janoe Hendarto, Drs., M.I.Kom. .................................................................................................... 27

28. Jazi Eko Istiyanto, Dr., M.Sc., Prof. .............................................................................................. 28

29. Khabib Mustofa, S.Si., M.Kom., Dr.tech....................................................................................... 30

30. Lukman Heryawan, S.T., M.T. ...................................................................................................... 31

31. Mardhani Riasetiawan, MT, SE.Ak, CompTIA Cloud Essential. ................................................. 32

32. Medi, Drs. M.Kom. ........................................................................................................................ 34

33. Nia Gella Augoestien, S.Si, M.Cs .................................................................................................. 35

34. Nur Rokhman, S.Si., M.Kom., Dr. ................................................................................................ 36

35. Panggih Basuki, Drs., M.Si., .......................................................................................................... 37

36. Raden Sumiharto, S.Si., M.Kom. ................................................................................................... 38

37. Retantyo Wardoyo, Drs., M.Sc.,Ph.D. ........................................................................................... 39

38. Reza Pulungan, Dr.-Ing., S.Si., M.Sc............................................................................................. 40

39. Roghib Muhammad Hujja, M.Cs ................................................................................................... 42

40. Sigit Priyanta, S.Si., M.Kom., Dr .................................................................................................. 43

41. Sri Hartati, Dra., M.Sc., Ph.D., Prof. ............................................................................................. 44

42. Sri Mulyana, Drs, M Kom ............................................................................................................. 45

43. Suprapto, Dr., M.I.Kom. ................................................................................................................ 46

44. Dr. Tri Kuntoro Priyambodo, M. Sc. ............................................................................................. 48

45. Tri Wahyu Supardi, S.Si, M. Cs. ................................................................................................... 49

46. Triyogatama Wahyu Widodo, M.Kom .......................................................................................... 50

47. Wahyono, S. Kom. ......................................................................................................................... 51

48. Yohanes Suyanto, M.Ikom., Dr. .................................................................................................... 52

49. Yunita Sari, S.Kom., M.Sc. ........................................................................................................... 54

S t a f f H a n d b o o k | 1

Name Abdul Ro’uf, Drs., M.Ikom

Position Assistant Professor

Academic career Bachelor’s degree (Physics ), Universitas Gadjah Mada, Indonesia, 1985.

Master’s degree (Computer Science ), Universitas Gadjah Mada, Indonesia,

1990.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

1. Determining the Size of Material’s Internal Crack Using TOFD Ultrasonic

Method,2014

2. Ultrasonic Signal Processing using FIR Digital Filter in Material’s Crack

Detection,2013

3. 40 khz Ultrasonic Censor Characterization from hc-sr04 module for Faulty

Detection of Concrete,2017

4. Detection of Internal Faulty Pattern in Solid Material using Ultrasonic

Detection System,2015

5. Internal Faulty Detection using Attenuation Based Ultrasonic Censor,2015

6. Detection of Internal Faulty Width in Concrete using Attenuation

Method,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Abdul Rouf, Lutfi, Muhammad Ervan. "Purwarupa kWh Meter Prabayar

Berbasis Sensor Network." IJEIS (Indonesian Journal of Electronics and

Instrumentation Systems) Vol.4, No.2, October 2014, pp. 147~156

2. Ivan Dwicahyo Pratomo, Abdul Rouf, Tri Wahyu Supardi, "Pengukuran

Jarak Lubang Pada Benda Padat Menggunakan Sensor Ultrasonik." IJEIS

(Indonesian Journal of Electronics and Instrumentation Systems)Vol.6, No.1,

April 2016, pp. 81~92

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 2

Name Afiahayati, M. Cs, Ph.D

Position Assistant Professor

Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,

2008.

Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,

2010.

Doctoral degree (Biosciences and Informatics), Keio University, Japan,

2015.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Speech Recognition of Dysarthric People Using Convolutional Neural

Network,2017

2. A pipeline of metagenomic microbial profiling from short sequence reads

utilizing de novo assembly results,2015

3. Body Infection Detection System Based on Indications and Symptoms in

Pathophysiology Using Vector Space Model Method,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Afiahayati, K Sato, Y Sakakibara, MetaVelvet-SL: an extension of the

Velvet assembler to a de novo metagenomic assembler utilizing

supervised learning DNA research 22 (1), 69-772015

2. Afiahayati, K Sato, Y Sakakibara, An extended genovo metagenomic

assembler by incorporating paired-end information PeerJ 1, e196 2013

3. A Afiahayati, S Mulyana, MULTIPLE SEQUENCE ALIGNMENT

MENGGUNAKAN HIDDEN MARKOV MODEL, Seminar Nasional

Informatika (SEMNASIF) 1 (1) 2015

4. Afiahayati, H Tsuyoshi, S Kengo, S Yasubumi, A Modified Genovo

Metagenome Assembler for Paired End Reads, (BIO) 2012 (2), 1-6

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 3

Name Agfianto Eko Putra, Dr., M.Si.

Position Lecturer (staff pengajar) in the field of Computer System and Networks

Academic career Bachelor’s degree (Physics), Faculty of Mathematics and Natural Sciences,

Universitas Gadjah Mada, Indonesia, 1992

Master’s degree (Physics), Faculty of Mathematics and Natural Sciences,

Universitas Gadjah Mada, Indonesia, 1998

Doctoral degree (Physics/Applied Sciences) Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia, 2010

Employment Lecturer, Department of Computer Science and Electronics,

Faculty of Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. 2.

Design and Research on IiNUSAT-1 Indonesian Inter University

Satellite, 2011 - 2014

Design and Research on UGM Satellite UGMSat-1, from 2015

3.

4.

5.

6.

7.

Design and Research on EEG and Wavelet Signal Processing, from 2010

EKG Signal Classification Using Continuous and Discrete Wavelet

Transformation,2014

Stocks Data Pattern Analysis Using Adaplet Method (Wavelet Based

Adaptive Filter),2013

Prototype of EEG Signal Based Light Intensity Controller

(Electroencephalography),2015

Implementation of Straight Motion System Control of Three Omni –

Directional Drive Robot,2015"

Industry collaborations

over the last 5 years

1. 2.

Expert Consultation at Lembaga Sandi Negara, LSN – Jakarta, 2013 -

2014

Radiation Portal Monitor Prototype, cooperation with BATAN, LEN and

BAPETEN, since 2017

Patents and proprietary

rights

None.

Important

publications over the last

5 years

1. Putra, A.E., Sumbada, B.A.A., and Nurbaqin, A., 2017, Satellite

2. Tracking Control System for UGM Ground Station based on TLE

Calculation, Proceeding of IEEE Communication, Network and

Satellites (COMNETSAT) 2016

3. Putra, A.E., Atmaji, C, and Utami, T.G., 2017, EEG-Based Microsleep

Detector using Microcontroller, Proceedings of the 8th 2016

International Conference on Information Technology and Electrical

Engineering, Universitas Gadjah

4. Mada, Yogyakarta, Indonesia

5. Putra, A.E., Priyambodo, T.K., and Mestika, N., Real-time operating

system implementation on OBC/OBDH for UGMSat1 sequence,

Proceedings of the International Conference on

6. Science and Technology (ICST 2015), AIP Conf. Proc. 1755, 170009

(2016)

7. Putra, A. E., Hasanah, N., and Atmaji, C., 2015, The Best Mother

Wavelet for Stock Prediction Using Adaplet Method, Applied

Mechanics and Materials, Vol. 771, pp. 218-222

S t a f f H a n d b o o k | 4

8. Haryono, Istiyanto, J.E., Harjoko, A., and Putra, A.E., 2014, Five

Modular Redundancy with Mitigation Technique to Recover the Error

Module, International Journal of advanced studies in Computer

Science and Engineering IJASCSE, Volume 3, Issue 2, p15-20.

9. Haryono, Istiyanto, J.E., Harjoko, A., and Putra, A.E., 2014, Technical

Implementation of Dual Mode Fault Tolerance, The Journal of

Instrumentation, Automation and System, Volume 1 No. 1, UNSYS

Digital, p10-17

10. Haryono, Putra, A.E., Istiyanto, J.E., and Harjoko, A., 2013, Error

Detection and Correction System (EDAC) of On Board Data

Handling (OBDH) in Real Time Operating System Behaviour,

Scientific Research Journal, Vol. 10., No.2, Universiti Teknologi Mara

(UiTM) Malaysia, ISSN: 1675-7009

11. Haryono dan Putra. A.E., 2012, Desain Sistem Fault Tolerance

berbasis FPGA untuk Satelit Mikro pada On Board Computer, Buku

Pengembangan Satelit Mikro LAPAN: Sistem, Subsistem, dan Misi

Operasi, PT. Penerbit IPB Press, Bogor (ISBN: 978979-493-469-2)

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 5

Name Drs. Agus Harjoko M.Sc., Ph.D

Position Associate Professor

Academic career Bachelor’s degree (Electronic and Instrumentation), Universitas Gadjah

Mada, Indonesia, 1986.

Master’s degree (Computer Science), University of New Brunswick,

Canada, 1990.

Doctoral degree (Computer Science), University of New Brunswick,

Canada ,1996

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Landmark Cephalometry Identification Method Based on Texture

Feature,2014

2. Environment Monitoring’s Data Processing Method,2013

3. Prototype of Early Warning System in Countermeasures of Secondary

Volcanic Disaster Based on Video Data of River,2017

4. Predicting the Number of People in a Crowd Based on Surveillance

Video Data,2015

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Harjoko. A, 2016, “Vehicle Counting and Vehicle Speed Measurement

Based on Video Processing,”Journal of Theoretical and Applied

Information Technology (JATIT). Vol.84/ No.2/ 2016/pp.233-241.

ISSN: 1992-8645, E-ISSN: 1817-3195.

2. Harjoko. A, 2016, “Feature Selection Based on Minimum Overlap

Probability (MOP) in Identifying Beef and Pork”, International J. of

Advanced Computer Science and Applications (IJACSA). Vol. 7/ No.

3/2016/pp.316-322. ISSN: 2156-5570 (online), ISSN:2158-107X

(print).

3. Harjoko. A, 2016,”Comparison of Sentence Subjectivity Classification

Methods in Indonesian News”, International Journal of Computer

Science and Information Security (IJCSIS), Vol. 14, No. 5, May 2016.

4. Harjoko. A, 2016,”Modified Grapheme Encoding and Phonemic Rule

to Improve PNNR-Based Indonesian G2P”, International J. of

Advanced Computer Science and Applications (IJACSA). Vol. 6/ No.

1/2015/pp.120-124. ISSN: 2156-5570 (online), ISSN: 2158-107X

(print).DOI : 10.14569/IJACSA.2016.070358

5. Harjoko. A, 2015,”The Extraction and the Recognition of Facial

Feature State to Emotion Recognition Based on Certainty Factor “,

Journal of Theoretical and Applied Information Technology, vol. 82, no

1, pp. 113

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 6

Name Agus Sihabuddin, S.Si., M.Kom., Dr..

Position Lecturer

Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,

1999.

Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,

2004.

Doctoral degree (computer science), Universitas Gadjah Mada, Indonesia,

2016.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Time Series Prediction using Technical Indicators Combination and

Artificial Neural Network,2014

2. Long Term Prediction of Foreign Exchange with NARX Network,2013

3. Gated recurrent unit-recurrent neural network For Foreign Exchange

Prediction,2017

4. Foreign Exchange Multivariable Prediction with NARX and Variable

Moving Average,2015

5. Linear Combination Prediction to Increase Accuracy of World’s Main

Foreign Exchange Time Series Prediction,2015

6. Foreign Exchange System with NARX VMA,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. A Sihabuddin, Subanar, D Rosadi, E Winarko,2014,”MA Second

Correlation Method for Multivariate Exchange Rates

Forecasting,”International Journal of Advanced Computer Science

(IJACSA) 5 (7), 30-33

2. A Sihabuddin, S Hartati,2016,”Exchange rates forecasting using

nonlinear autoregressive,”AIP Conference Proceedings 1755 (1), 070013

3. A Sihabuddin, D Rosadi, E Winarko,2015, “Exchange Rates Forecasting

Using Variable Length Moving Average-NARX”,International Journal of

Computer Science and Information Security 13 (9), 15

4. R SONCA, A Sihabuddin, M Kom,2015, “Implementasi Algoritma

Apriori dan Algoritma CT-Pro pada Market Basket Analisys,”Universitas

Gadjah Mada

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 7

Name Ahmad Ashari, M.Ikom., Dr.-techn

Position Associate Professor

Academic career Bachelor’s degree (Electronic and Instrumentation), Universitas Gadjah

Mada, Indonesia,

Master’s degree (Computer Science), Universitas Indonesia, Indonesia,

1992.

Doctoral degree (Informatics), Vienna University of Technology, Austria,

2001.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. RFID Based Distributed System for Control and Monitoring,2014

2. SMS Banking Security Protocol Implemantation and Testing,2013

3. Handover’s Performance and System Analysis in Wifi Network,2015

4. Arduino Yun and REST API Based Monitoring and Control

SystemI,2015

5. Arduino Wido and Arduino Yun Based Monitoring and Control

System,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. A Ashari, I Paryudi, AM Tjoa,”Performance comparison between naïve

bayes, decision tree and k-nearest neighbor in searching alternative

design in an energy simulation tool”,Int. J. Adv. Comput. Sci. Appl 4

(11).2013.

2. Y Prayudi, A Ashari, TK Priyambodo,”Digital evidence cabinets: A

proposed framework for handling digital chain of custody”,International

Journal of Computer Applications 107 (9).2014

3. A Ashari, M Riasetiawan,” High Performance Computing on Cluster

and Multicore Architecture”,TELKOMNIKA (Telecommunication

Computing Electronics and Control) Vol. 13 Issue 4. page 1408-

1413 .2015.

4. Winarno Sugeng, Jazi Eko Istiyanto, Khabib Mustofa, Ahmad

Ashari,”The Impact of QoS Changes towards Network

Performance”,International Journal of Computer Networks and

Communications Security, Vol.3, Issue 2.page 48-53

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 8

Name Aina Musdholifah, S.Kom., M.Kom., Ph.D.

Position Senior Lecturer (Lektor) in the field of Soft computing and Machine

Learning

Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,

2003.

Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,

2006.

Doctoral degree (computer science), University Technology Malaysia,

Malaysia, 2012.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Fitur Selection based on Metaheuristic Approach Using Harmony Search

Algorithm (HSA), 2014.

2. TKC-SOM Multi-Clustering Parallel Model for Clustering Quality

Improvement, 2015.

3. Medical Expert System for Recommendation of Tropical Disease

Treatment, 2016.

4. Multi-Objective Genetic Algorithm Model for Thesis Exam Scheduling,

2016.

5. Density-based Clustering Method for Case Based Reasoning System,

2016.

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Tb. Ai. Munandar, Aina Musdholifah, and Lincolin Arsyad. Modified

Agglomerative with Location Quotient for Identification of Regional

Potential Sector. Journal of Theoretical and Applied Information

Technology, vol. 95, no. 5, pp. 1191-1199, 2017.

2. Khafizh Hastuti, Azhari, S.N., Aina Musdholifah, and R. Supanggah.

Building Melodic Feature Knowledge of Gamelan Music Using Apriori

based on Functions in Sequence (AFiS) Algorithm. International Review

on Computers and Software, vol. 11, no. 12, pp. 1127-1137, 2016.

3. Aina Musdholifah, and Rahman Indra Kesuma. Combination of Ant

Colony Optimization with Local Triangular Kernel Clustering for

Vehicle Routing Problem with Time Windows. Indonesian Journal of

Electrical Engineering and Computer Science, vol. 16, no. 2, pp. 355-

362, 2015.

4. Erick Alfons Lisangan, Aina Musdholifah, and Sri Hartati. Two Level

Clustering for Quality Improvement using Fuzzy Subtractive Clustering

and Self-Organizing Map. Indonesian Journal of Electrical Engineering

and Computer Science, vol. 15, no. 2, pp. 373-380, 2015.

5. Lilik Sumaryanti, Aina Musdholifah, and Sri Hartati. Digital Image

Based Identification of Rice Variety Using Image Processing and Neural

Network. Indonesian Journal of Electrical Engineering and Computer

Science, vol. 16, no.1, pp. 182-190, 2015.

6. Khafizh Hastuti and Aina Musdholifah. Identification of the Note Pattern

from Balungan Gending Lancaran Suing Apriori Algorithm. Journal of

Theoretical and Applied Information Technology, vo. 71, no. 2, 2015.

S t a f f H a n d b o o k | 9

7. Aina Musdholifah and Siti Zaiton Mohd Hashim. Scatter-PCA for visual

clustering of spatio-temporal data. International Journal of Computer

Science and Network Security (IJCSNS), vol. 14, no. 1, pp. 72, 2014.

8. Tb Ai Munandar and Aina Musdholifah. Comparative Study Between

Primitive Operation Complexity Against Running Time Application On

Clustering Algorithm. International Journal of Advanced Research in

Computer Science, vol. 5, no. 5, 2014.

9. Aina Musdholifah, Siti Zaiton Mohd Hashim, and Razali Ngah. Robust

Local Triangular Kernel density-based clustering for high-dimensional

data. In Computer Science and Information Technology (CSIT), 2013 5th

International Conference on, pp. 24-32. IEEE, 2013.

10. Aina Musdholifah, and Siti Zaiton Mohd Hashim. Mining Spatio-

Temporal Data of Fatal Accident. International Journal of Computer

Applications 63, no. 8, 2013.

11. Aina Musdholifah and Siti Zaiton Mohd Hashim. Triangular kernel

nearest-neighbor-based clustering algorithm for discovering true clusters.

In Pacific-Asia Conference on Knowledge Discovery and Data Mining,

pp. 124-140, Springer Berlin Heidelberg, 2012.

12. Aina Musdholifah, Siti Zaiton Mohd Hashim, and Razali Ngah. Hybrid

PCA-ILGC clustering approach for high dimensional data. In Systems,

Man, and Cybernetics (SMC), 2012 IEEE International Conference on,

pp. 420-424. IEEE, 2012.

13.

Activities in specialist

bodies over the last 5

years

General Chair of The 2015 International Conference on Data and Software

Engineering, ICODSE 2015.

S t a f f H a n d b o o k | 10

Name Andi Dharmawan, S.Si., M.Cs.

Position Lecturer

Academic career Bachelor’s degree (Electronics and Instrumentation), Universitas Gadjah

Mada, Indonesia, 2006.

Master’s degree (Computer Science), Universitas Gadjah Mada, Indonesia,

2009.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Design of LQR Control Method Based Quadrator with Automatic

Obstacle Avoidance Ability,2014

2. Flight Stabilization System of Tilt-Twincopter Prototype,2013

3. Quadrotor’s Flight Control System with LQR Method and Madgwick

Quaternion Kalman Filter,2017

4. Quadrotor’s Flight Stablization System with Lyapunov Analysis Based

Fine Tuned PID Method,2015

5. Quadrator’s Flight PID Control Optimization with Ant Colony

Method,2015

6. 6. PID Control Component Tuning System with LQR Approach on

Quadrator’s Flight,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. A Dharmawan, A Ashari, A E Putra, F Rozhani, 2016, “PID Control

Systems Using LQR Approach for Quadrotor Flight Stability”, the

International Conference on Science and Technology 2016 (ICST2016)

2. A Dharmawan, A Ashari, A E Putra, 2016, “Quadrotor Flight Stability

System with Routh Stability and Lyapunov Analysis”, AIP Conf. Proc.

1755, 170007

3. A Dharmawan, A Ashari, A E Putra, A Harjoko, 2016, “The Use of

Video Processing for Quadrotor Flight Stability Control Monitoring”,

ICST 2015, AIP Conf. Proc. 1755, 170008, 2016

4. A Dharmawan, S Pramudita, 2015, “Penerapan Sistem Kendali PID

untuk Kestabilan Twin-Tiltrotor dengan Metode DCM”, Indonesian

Journal of Electronics and Instrumentation Systems (IJEIS) Vol. 5/No.2

5. A Dharmawan, Y Y Simanungkalit, N Y Megawati, 2014, “Pemodelan

Sistem Kendali PID pada Quadcopter dengan Metode Euler Lagrange”,

Indonesian Journal of Electronics and Instrumentation Systems (IJEIS)

Vol. 4/No.1

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 11

Name Aniffudin Aziz, S.Si. M Kom.

Position Assistant Professor

Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,

1995.

Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,

2003.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Expert System in Determining the Rationality of Giving Medicine in

Case Study : Medicine for Hampering Proton Pump,2014

2. Rule Extraction from IVQ Artificial Neural Network using Rex

Algorithm,2013

3. Comparison of IVQ, GIVQ, and GRIVQ in Medical Data (Diabetes and

Breast Cancer) Classification,2017

4. Extraction of Artificial Neural Network using Rex Algorithm for

Forming Medicine Rationality Rule Base in Hampering Proton

Pump,2015

5. Initiating IVQ codebook in Training Data of Proton Pump Hampering

Class Medicine,2015

6. 6. Combining Rules of the Artificial Neural Network Extract and Expert

System in Forming Rule Base of Proton Pump Hampering Medicine

Rationality,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Anifudin Azis, 2016, “Rule Generation for Proton Pump Inhibitor

Regimen Using Learning Vector Quantization and C4.5”,International

Journal of Computer Science and Information SecurityVol. 14 No. 6 JUN

2016

2. Anifudin Azis, 2014, “QSAR Study of Insecticides of Phthalamide

Derivatives Using Multiple Linear Regression and Artificial Neural

Network Methods,”Indonesian Journal of ChemistryVol 14, No 1 (2014)

3. Anifudin Azis, 2014, “Ekstraksi JST LVQ menggunakan Algoritma

C4.5”,Prosiding Seminar SENTIA 2013,Vol 5 (2013)

4. Anifudin Azis, 2013,”Algoritma Ekstraksi Aturan Dari Jaringan Syaraf

Tiruan : Survei”,Prosiding Seminar SNAIK 2013, Universitas

Mulawarman Samarinda

5. Anifudin Azis, 2014, “Model Hybrid JST dan Sistem Pakar”,Prosiding

Seminar Senasti 2014 STMIK Kharisma Makassar

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 12

Name Anny Kartika Sari, S.Si., M.Sc., Ph.D.

Position Lecturer (staff pengajar) in the field of Algorithms and Computation

Academic career Bachelor’s degree (Computer Science), Faculty of Mathematics and Natural

Sciences, Universitas Gadjah Mada, Indonesia, 2000.

Master’s degree (Telematics), Universiteit Twente, The Netherlads, 2004.

Doctoral degree (Computer Science), La Trobe University, Australia, 2014.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Identifying and Representing Change Operations in LOINC

Terminology, 2017.

2. Development of Optimization System to Manage Micro, Small and

Medium-sized Enterprises in Blora Regency 2016.

3. Linked-data Processing for Data Visualization, 2016.

4. Mapping of Change Operations in the Evolution of ICD-10 and MESH,

2016.

5. Development of Agricultural Network System for Agricultural

Instructors based on Precision Farming, 2015-2016.

6. Transformation of UML Diagram to OWL Ontology, 2015.

7. Meta Search Engine for News Portal using Snippet Similarity-based

Clustering, 2015.

8. Formal Representation of Change Operations in the Evolution of MeSH

Terminology, 2014.

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Sugiartawan, P., Pulungan, R., Sari, A.K., 2017, Prediction by a Hybrid

of Wavelet Transform and Long-Short-Term-Memory Neural Network,

International Journal of Advanced Computer Science, Vol. 8 (2), pp

326-332.

2. Hidayat, R., Harjoko, A., 2017, Content Based Image Retrieval (CBIR)

Berdasarkan Fitur Low Level: Literature Review, Proceeding of

Seminar Nasional Teknologi Informasi dan Komunikasi 2017,

Yogyakarta.

3. Hidjah, K., Harjoko, A., Sari, A.K., 2017, Metode Peningkatan Kualitas

Citra Medis: Literature Review, Proceeding of Seminar Nasional

Teknologi Informasi dan Multimedia 2017, Yogyakarta

4. Suprapto, Sari, A.K., Hendarto, J., Medi, Herwanto, G.B., 2016, A

Web-based System of Precision Farming based Agricultural

Information for Rice Farming Field Consultant in Blora Regency,

International Journal of Electrical & Computer Sciences, Vol. 16 (6),

pp. 1-8.

5. Sari, A.K., Medi, Suprapto, Persada, A.G., Zamahsyari, 2016,

Pengembangan Portal e-Commerce untuk Pemasaran Produk UMKM

(Studi Kasus: UMKM Kabupaten Blora), Proceeding of Seminar

Nasional Teknologi Terapan (SNTT) 2016, Yogyakarta.

6. Munir, A.Q., Sari, A.K., 2015, Sistematic Review: Model Peramalan

Wabah Penyakit Demam Berdarah, Proceeding of Seminar Nasional

Aplikasi Teknologi Informasi (SNATI) 2015, Yogyakarta.

S t a f f H a n d b o o k | 13

7. Abdiansyah, Sari, A.K., 2015, Survei: Question Classification untuk

Question Answering System, Seminar Nasional Aplikasi Teknologi

Informasi (SNATI) 2015, Yogyakarta.

8. Sari, A.K. Rahayu, W., 2015, Ontology-based Change Propagation in

Shareable Health Information Applications, International Journal of

Advanced Computer Science, Vol. 6 (2), pp. 295-305.

9. Sari, A.K., Rahayu, W., Bhatt, M., 2013, An approach for sub-ontology

evolution in a distributed health care enterprise, Information Systems,

Vol. 38, pp 727-744.

10. Sari, A.K., Rahayu, W., Bhatt, M., 2012, Archetype sub-ontology:

Improving constraint-based clinical knowledge model in electronic

health records, Knowledge Based Systems, Vol. 26, pp 75-85.

Activities in specialist

bodies over the last 5

years

1. Member, Association for Computing Machinery.

2. Member, Associations of Indonesian Higher Education Institutions for

Informatics and Computer - Aptikom.

S t a f f H a n d b o o k | 14

Name Arif Nurwidyantoro, S.Kom., M.Cs

Position Assistant Professor

Academic career Bachelor’s degree, Bogor Agricultural Institute University, Indonesia, 2008.

Master’s degree (computer science), Universitas Gadjah Mada, Indonesia,

2011.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Connected Component In Graph Over Relational Database,2014

2. Real Time Development of Twitter Data Warehouse for Social Media

Analysis, 2015

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. A Nurwidyantoro, E Winarko,2013,” Event detection in social media: A

survey”ICT for Smart Society (ICISS), 2013 International Conference on,

1-5

2. Arif Nurwidyantoro, Burhanudin Hakim, dan Eko Priyo Utomo. Exclusive

Information System Modeling in Proceedings SMATI 2013. Yogyakarta,

15 June 2013

3. Arif Nurwidyantoro and Edi Winarko. Event Detection in Social Media: A

Survey. In Proceedings of the International Conference on ICT for Smart

Society. Jakarta, 13-14 June 2013.

4. Arif Nurwidyantoro and Edi Winarko. Parallelization of Maximum

Entropy POS Tagging for Bahasa with MapReduce. International Journal

of Computer Science Issues (IJCSI) Volume 9, Issue 4, July 2012.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 15

Name Aufaclav Zatu Kusuma Frisky, S.Si. ,M.Sc.

Position Assistant Lecturer

Academic career Bachelor’s degree (Elektronics and Instrumentation), Universitas Gadjah

Mada, Indonesia, 2012.

Master’s degree (Computer Science and Information Engineering, National

Central University, Taiwan, 2015.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Speech recognition implementation as controller on smart bulletin board,

2017

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Ilona U., Andi D., Aufaclav Z. K. F.,“Human Skin Detection Using

Skin Color Segmentation at HSV (Hue Saturation Intensity) Image

Type,”Indonesian Journal of Electronics and Instrumentation Systems

(IJEIS),Vol.2, No.2, ISSN: 2088-3714, pp. 143~154, 2012.

2. Yu Hao Chin , SzuHsien Lin , Chang Hong Lin , Siahaan, E. ,Frisky,

A. , Jia Ching Wang, “ Emotion Profile-Based Music

Recommendation,”Proceeding in Ubi-Media Conference, pp. 111-114,

Mongolia, 2014.

3. Aufaclav Zatu Kusuma Frisky, Chien-Yao Wang, Andri Santoso, and

Jia-Ching Wang, “Lip-Based Visual Speech Recognition System,” The

49th Annual IEEE International Conference on Security Technology

(ICCST), Taiwan, Sep. 2015.

4. Seksan Mathulaprangsan, Chien-Yao Wang, Aufaclav Zatu Kusum,

Tzu-Chiang Tai, and Jia-Ching Wang, “A Survey of Visual Lip

Reading and Lip-Password Verification,” International Conference on

Orange Technologies, Hong Kong, Dec. 2015.

5. Agus Harjoko, Sri Hartati, Bakhtiar Alldino Ardi Sumbodo, Aufaclav

Frisky Zatu Kusuma,” T-SNE Color and SFTA Texture Features for

Aerial Images Palm Oil Plantations Area Classification”, 2016 IIER

100th International Conference on Recent Innovations in Engineering

and Technology (ICRIET), Auckland, New Zealand. 2016.

6. Aufaclav Frisky and Agus Harjoko, “ Palm Oil Plantation Area

Clusterization for Monitoring”,International Conference on Science and

Technology 2016 (ICST2016), Yogyakarta, Indonesia, 2016.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 16

Name Azhari, Dr., MT.

Position Associate Professor

Academic career Bachelor’s degree (Statistics), Universitas Gadjah Mada, Indonesia, 1988.

Master’s degree (Informatics Engineering), Bandung Institute of Technology,

Indonesia, 2000.

Doctoral degree (Computer Science), Universitas Gadjah Mada, Indonesia,

2010.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Pengembangan Model Semantic Web menggunakan Pendekatan Logika

Deskripsi, 2014

2. Peringkasan Multitext Dokumen pada Portal Berita Publik Menggunakan

Pendekatan Deep Learning,2017

3. Penerapan Multi-Agent Sistem untuk Klasifikasi Kemampuan Siswa,2015

4. Model Tes Kepribadian Berbasis Agen Cerdas Menggunakan Metode

Scoring Summary,2015

5. Model Peramalan Tingkat Kerawanan Kejahatan Pencurian Sepeda Motor

Menggunakan Metode SARIMAX dan Metode CART,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. GF Shidik, Azhari, K Mustofa,”Evaluation of Selection Policy with

Various Virtual Machine Instances in Dynamic VM Consolidation for

Energy Efficient at Cloud Data Centers”,JNW, Vol. 10, Issue 7,397-

406.2015.

2. PD Kusuma, Azhari,2013,”Multi agents based traditional market

customers’ behavior design”,Computer, Control, Informatics and Its

Applications (IC3INA), 2013 International Conference on.IEEE,331-336.

3. EB Sembiring, Azhari,”Metode Naive Bayes Classifier untuk Penentuan

Jenis Masalah Mahasiswa Menggunakan”, Universitas Gadjah Mada”.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 17

Name Bakhtiar Alldino A.S., S.Si, M.Cs.

Position Assistant Lecturer

Academic career Bachelor’s degree (Electronics and Instrumentation), Universitas Gadjah

Mada, Indonesia

Master’s degree (Computer Science), Universitas Gadjah Mada, Indonesia

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Operating System Robot Based Voice recognition Integration on

Dynamixel AX-12 Servo Control,2014

2. Operation System Robot Based Design of Dynamixel Servo

Control,2013

3. Ball Tracking System on Humanoid Robot,2017

4. Implementation of GPIO Programming Based on Operating System

Robot on Intel Galileo,2015

5. Implementation of Object Follower Based on Operation System Robot

on Parrot Ar Drone,2015

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. D Holandrio, R Sumiharto, BAA Sumbodo,2012,”Video Streaming

System with Mini Personal Computer (Mini Pc) Server in Ad-Hoc

Line,”IJEIS-Indonesian Journal of Electronics and Instrumentation

Systems 2 (2)

2. PS ATMOJO, BAA Sumbodo, 2016,”Design of Fire Detection System

Model Using AR. Drone Image ProcessingBased ”, Universitas Gadjah

Mada

3. BAA Sumbodo, AE Putra, 2015,”Handling (OBDH) atUGM-SAT”,

IJEIS-Indonesian Journal of Electronics and Instrumentation Systems 5

(1), 77-88

4. G MAULANA, BAA Sumbodo,2013, Prototype Of Human Body

Temperature And Heart Rate Measuring System Based On

Microcontroller Atmega32, Universitas Gadjah Mada

5. MR Fikri, A Dharmawan, BAA Sumbodo, Implementation of Wi-Fi

Communication Systems for Multi Quadrotor Formation

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 18

Name Drs. Bambang Nurcahyo Prastowo, M. Sc.

Position Lecturer

Academic career Bachelor’s degree (Physics ), Universitas Gadjah Mada, Indonesia, 1985.

Master’s degree (Computer Science), Qeen’s University, Canada , 1988.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Comparative Study of Push and Pull Mechanisms for New Message

Notifications on Paperless Office Systems, 2014

2. Development of PLO-Based Communication Access System Through

Group Chat, 2013

3. Customer classification system based on physical form to improve the

effectiveness of advertising attractiveness, 2017

4. Access Control List on Paperless Office System, 2015

5. Integration of Office-Related Internet of Things on PLO Systems, 2015

6. BOT Telegram-Based PLO User Interface, 2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Richardus Eko Indrajit, Bambang N. Prastowo, Haris Muttaqin Abdullah

(2002) Develop e-Government Application, Jakarta: Elex Media

Komputindo, ISBN: 979-20-3636-9

2. Richardus Eko Indrajit, Panuju Dodot Sasongko, Bambang N. Prastowo,

Bayu Selestiyowati (2002) GCC Programming, Jakarta: Elex Media

Komputindo

3. Richardus Eko Indrajit, Bambang N. Prastowo, Dudi Rudianto (2002)

Linus Operating System Design and Implementation, Jakarta: Elex Media

Komputindo, ISBN: 979-20-3761-6

4. Richardus Eko Indrajit, Bambang Nurcahyo Prastowo, dudy Rudianto

(2002) Redhat Linux Administration System , Jakarta: Elek Media

Komputindo, ISBN: 979-20-3153-7

5. Richardus Eko Indrajit, Bambang N. Prastowo, Muhammad Syukri (2002)

Database Web Application with PHP ang MySQL, Jakarta: Elex Media

Komputindo, ISBN 979-20-3721-7

Activities in specialist

bodies over the last 5

years

Name Catur Atmaji, S.Si, M.Cs

Position Assistant Lecturer

Academic career Bachelor’s degree (Electronics and Instrumentation), Universitas Gadjah

Mada, Indonesia

Master’s degree (Computer Science and Electronics), , Universitas Gadjah

Mada, Indonesia

S t a f f H a n d b o o k | 19

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1.Development of Twitter Based Temperature and Air Humidity

Monitoring System,2014

2. Analysis of EEG Wave Domination using FPGA,2014

3. Spkie Detection on EEG Wave Using FPGA,2013

4. Sliding Window as a Method to Detect Eyeball Motion Direction

Metode Based on Electrooculogram Signal,2017

5. Implementation of Welch Method for Power Spectrum Estimation (PSE)

in FPGA,2015

6. Implementation of Linear Discriminant Analysis Method to Classify

EEG Signal in FPGA,2015

7. Study of The Impact of Color Background in Extraction EEG Signal

Feature of a Focused Subject on an Object of Grayscale Picture,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. AE Putra, NU Hasanah, C Atmaji,2015,”The Best Mother Wavelet for

Stock Prediction Using Adaplet Method”,Applied Mechanics and

Materials 771, 218-222

2. GNP Pratama, A Dharmawan, C Atmaji,2014,”Fuzzy Logic Control in

Line Bot Follower Implementation,”IJEIS-Indonesian Journal of

Electronics and Instrumentation Systems 4 (1), 45-56

3. SP Warsito, N Supriyatno, RH Purwanto, C Atmaji,2014, “Evaluation

of Annual Allowable Cut (AAC) Determination of Teak Forest

Plantations in Perum Perhutani, Indonesia.”,Journal of Tropical Forest

Management/Jurnal Manajemen Hutan Tropika 20 (3)

4. A Eko Putra, R Faqihudien Iqbal, C Atmaji,2012,”Analysis The Effect

of The Qur’anic Recitation on The EEG Data Using Wavelet-based

Decomposition and Correlation (DEKORLET)

Method,”TELKOMNIKA (Telecommunication, Computing,

Electronics and Control) 11 (2)

5. II Falah, T Triyono, C Atmaji,2011,” Determination Of Consecutive

Reaction Rate Constants Between Glycine And Isoleucine With O-

Phthaldialdehyde And 2-Mercaptoethanol From Single Experiment

Data,”Indonesian Journal of Chemistry 11 (1), 21-25

Activities in specialist

bodies over the last 5

years

Name Danang Lelono, S.Si, M. T.,Dr.

Position Assistant Professor

Academic career Bachelor’s degree (Electronics & Instrumentation ), Universitas Gadjah

Mada, Indonesia, 1994.

Master’s degree (Electrical Engineering ), Universitas Gadjah Mada,

Indonesia, 2000.

Doctoral degree, Universitas Gadjah Mada, Indonesia, 2017.

S t a f f H a n d b o o k | 20

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Analysis of 5 Rows of Taste Censor Ripitability based on Selective Ion

Membrane,2014

2. Classification of Pondoh Snake Fruit Variety using Selective Ion

Membrane Based Censor System,2013

3. Sample Heating Optimization on Black Tea Measurement Using

Electronic Nose,2017

4. Design of Direct Electronic Nose to Classify Pure Tofu and Tofu with

Formalin,2015

5. Identification of Black Tea Quality using E-Nose with Backpropagation

Neural Network,2015

6. Development of Air Flow System on Electronic Nose,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. S Firmansyah, D Lelono, R Sumiharto,2015,”Implementation of Digital

Image Processing as a Resistor Value Parameter In Android-Based

Resistor Scanner System”,IJEIS-Indonesian Journal of Electronics and

Instrumentation Systems 5 (1), 1-10

2. D Lelono, K Triyana, S Hartati, JE Istiyanto,2016, “Classification of

Indonesia black teas based on quality by using electronic nose and

principal component analysis”,AIP Conference Proceedings 1755 (1),

020003

3. UD Fatmawati, W Hidayat, D Lelono,” A Novel Method of Mobile Robot

Fire Detection and Tracing Using Proportional Derivative (PD)

Algorithm,”Applied Mechanics and Materials 771, 68-71

4. D Lelono, 2016, “PROTOTYPE OF RIPENESS MEASUREMENT

BASED ON LOAD CELL,”universitas Gadjah Mada

5. NI Sholihin, D Lelono,” Automation Trigger with Degree Determination in

Panorama Photograph Arduino Uno Based”,IJEIS-Indonesian Journal of

Electronics and Instrumentation Systems 5 (2) 123-132

Activities in specialist

bodies over the last 5

years

Name Edi Wibowo,S.Kom., M.Kom, Ph.D.

Position Lecturer

Academic career Bachelor’s degree, Computer Science, Faculty of Mathematics and Natural

Sciences, Gadjah Mada University (UGM), Indonesia, 2004

Master’s degree, Computer Science, Faculty of Mathematics and Natural

Sciences, Gadjah Mada University (UGM), Indonesia, 2006

Doctoral degree, Computer Vision and Pattern Recognition, Queensland

University of Technology, Australia

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and 1. MapReduce Platforms Comparison in Deep Learning Neural Training

S t a f f H a n d b o o k | 21

development projects

over the last 5 years

for Pixel Labelling, 2017.

2. Face-to-Face Face Synthesis from Various Angle with Cascaded

Regression, 2015.

3. Transfer Learning for Probabilistic Linear Discriminant Analysis in

Better Views of Face Distribution Modeling, 2015.

4. MapReduce Based Deep Learning Neural Network for Aerial Pixel

Imagery Labeling, 2016.

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Wibowo, M. E., Tjondronegoro, D., Zhang, L., & Himawan, I. (2013,

January). Heteroscedastic probabilistic linear discriminant analysis for

manifold learning in video-based face recognition. In Applications of

Computer Vision (WACV), 2013 IEEE Workshop on (pp. 46-52).

IEEE.

2. Wibowo, M. E. (2014). Towards pose-robust face recognition on video

(Doctoral dissertation, Queensland University of Technology).

3. Wibowo, M. E., & Tjondronegoro, D. (2013, July). Gradual training of

cascaded shape regression for facial landmark localization and pose

estimation. In Multimedia and Expo (ICME), 2013 IEEE International

Conference on (pp. 1-7). IEEE.

4. 4. Wibowo, M. E., Tjondronegoro, D., & Chandran, V. (2012,

December). Probabilistic matching of image sets for video-based face

recognition. In Digital Image Computing Techniques and Applications

(DICTA), 2012 International Conference on (pp. 1-6). IEEE. Activities in specialist

bodies over the last 5

years

Name Edi Winarko, Drs., M.Sc. Ph.D.

Position Associate Professor

Academic career Bachelor’s degree (Statistics), Universitas Gadjah Mada, Indonesia

Master’s degree (Computer Science), Queen’s University, Canada.

Doctoral degree (Computer Science), University of Flinders University,

Australia.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Comparison on FLR and CPAR Algorithm as Rule Based Classification

Method to Estimate College Students’ Study Period Length,2014

2. Search Engine Based Early Detection System of Plagiarism,2013

3. Detection of Malware in USB Drive Using Classification

Technique,2015

4. Sentiment Analysis of Comments on Google Play,2015

5. Supervised Learning Based Information Extraction of Indonesian Tweets

of Disaster Using Support Vector Machine, 2016

Industry collaborations

over the last 5 years

S t a f f H a n d b o o k | 22

Patents and proprietary

rights

Important publications

over the last 5 years

1. Karyawati, E., Winarko, E., Azhari and Harjoko, A. (2015). Ontology-

based Why-Question Analysis Using Lexico-Syntactic Patterns.

International Journal of Electrical and Computer Engineering (IJECE),

Vol. 5, No. 2.

2. Wiranto, Winarko, E., Hartati, S. and Wardoyo, R. (2014). Improving

the Prediction Accuracy of Multicriteria Collaborative Filtering by

Combination Algorithms. International Journal of Advanced Computer

Science and Applications, Vol. 5, No. 4, Page 44-51.

3. Sembiring, I., Istiyanto, J.E, Winarko, E. and Ashari, A. (2013).

Payload Attribution Using Winnowing Multi Hashing Method.

International Journal of Information and Network Security (IJINS), Vol.

2, No. 5, Page 360-370.

4. Nurwidyantoro, A., and Winarko, E. (2012). Parallelization of

Maximum Entropy POS Tagging for Bahasa Indonesia with

MapReduce, International Journal of Computer Science Issues (IJCSI),

Vol 9, Issue 4, July 2012.

Activities in specialist

bodies over the last 5

years

Name Faizah, S.Kom., M.Kom.

Position Lecturer

Academic career Bachelor’s degree (Computer Science ), Universitas Gadjah Mada,

Indonesia, 2002-2006.

Master’s degree (Computer Science ), Universitas Indonesia, Indonesia,

2009-2011.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Implementation of Reinforcement Learning to decide executor parties of

dynamic project, 2008

2. The Expectation Maximization for CT SCAN of Ovarium Cancer , 2009

3. Prediction of Conformational Epitope on protein surface using expert

system based on crisp set , 2010

4. Identification Location of Conformational Epitope on protein chains for

vaccine development using fuzzy system , 2011

5. Prediction of antigenic activity for epitope in the HCV NS3 Protein

using ANN and Fuzzy Sequence, 2012

6. Identification Cancer using Classification Semantic Image Retrieval on

data CT-Scan Ovarium Cancer, 2013

7. Memetic Algoritms to predict electability level political party in

Indonesia, 2013

8. Genetic Algorithm to optimize weight on Artificial Neural Network,

2014

9. Backpropagation Algorithm to predict crude oil price and economic

growth rates in Indonesia (2015)

S t a f f H a n d b o o k | 23

10. Sentiment Analysis of Financial and Political News on foreign exchange

rates using genetic algorithm (2015)

11. Soft Computing and Modelling Clinical Decision Support System

(2016)

Industry collaborations

over the last 5 years

1. System Analys for Office and Document Management Automation

System, Ministry of Energy and Mineral Resouces (2012-2013)

2. Systems Analyst for Integrated Data Management System,

PERTAMINA (2013)

3. System Analyst for SI E-ARNEST , BAPETEN (Nuclear Energy

Regulatory Agency of Indonesia), 2017

Patents and proprietary

rights

-

Important publications

over the last 5 years

1. Prediction of Conformational Epitope Using Expert System

(Proceedings of ICACSIS UI-2010)

2. Fuzzy Inference System Mamdani To Predicting Conformational

Epitope Location (IJENS-2011)

3. Implementation of Genetic Algorithm for Student Placement of

Community Development Program in Universitas Gadjah Mada

(Journal of Ilmu Komputer dan Informasi (JIKI)-2013)

4. Prediction Sequences Protein Avian Influenza Virus Using Hidden

Markov Model (Journal of Inovasi -2014)

5. Implementasi Teknologi Internet Sebagai Solusi Pengentasan Masalah

Komunikasi di Desa Nyamuk, Kecamatan Karimunjawa, Kabupaten

Jepara, Jurnal Pengabdian Kepada Masyarakat (Indonesian Journal of

Community Engagement), 2016

6. Identifikasi Tahu Berformalin dengan Electronic Nose Menggunakan

Jaringan Syaraf Tiruan Backpropagation, IJEIS (Indonesian Journal of

Electronics and Instrumentation Systems), 2016

7. Purwarupa Sistem Pembuka Pintu Cerdas Menggunakan Perceptron

Berdasarkan Prediksi Kedatangan Pemilik, IJEIS (Indonesian Journal of

Electronics and Instrumentation Systems), 2017

Activities in specialist

bodies over the last 5

years

Member IndoCEISS (Indonesian Computer, Electronics and

Instrumentation Support Society)

(2010-recent)

Name Faizal Makhrus,S.Kom., M.Sc., Ph.D

Position Lecturer

Academic career Bachelor’s degree (Computer Science), Universitas Gadjah Mada,

Indonesia, 2006.

Master’s degree, Osmania University, India.

Doctoral degree, Kanazawa University, Japan.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

Foreign Currency Prediction using Signal Grouping Technique and Genetic

Algorithms (2016)

S t a f f H a n d b o o k | 24

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Makhrus,2015,”Numerical methods for 1-D hyperbolic-type problems

with free boundary”, Kanazawa University Science Reports, 2015

Activities in specialist

bodies over the last 5

years

Name Guntur Budi Herwanto, S. Kom., M. Cs.

Position Assistant Lecturer

Academic career Bachelor’s degree (Computer Science ), Universitas Gadjah Mada, Indonesia.

Master’s degree (Computer Science ), Universitas Gadjah Mada, Indonesia.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Document clustering with latent dirichlet allocation and ward hierarchical

clustering,2017

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Herwanto, G.B., 2016, Recommendation System for Web Article Based on

Association Rules and Topic Modeling.

2. Suprapto, Herwanto, G.B., 2016, Using Analytical Hierarchy Process For

Selecting the Most Suitable Rice Variety.

Activities in specialist

bodies over the last 5

years

Name I Gede Mujiyatna, S.Kom., M.Kom.

Position Lecturer

Academic career Bachelor’s degree (Computer Science), Universitas Gadjah Mada,

Indonesia, 2003.

Master’s degree (Computer Science), Universitas Gadjah Mada, Indonesia,

2006.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Transaction Set Design for Meteorology Data Exchange Based on

Electronic Data Interchange,2014

2. Design of Meteorology EDI Data Service Catalogue for Meteorology

Data Exchange,2015

Industry collaborations

over the last 5 years

S t a f f H a n d b o o k | 25

Patents and proprietary

rights

Important publications

over the last 5 years

Desain Himpunan Transaksi untuk Berbasis Pertukaran Data Meteorologi

pada Pertukaran Data Elektronik, Seminar Nasional FMIPA UGM, 2014.

Desain Katalog Service Data Meteorologi EDI untuk Pertukaran Data

Meteorologi, 2015

Activities in specialist

bodies over the last 5

years

Name Idham Ananta Timur, ST. M.Kom

Position Lecturer

Academic career Bachelor’s degree, Electrical and Electronics Engineering, Faculty of

Engineering, Gadjah Mada University (UGM), 2000

Master’s degree, Computer Science, Faculty of Mathematics and Natural

Sciences, Gadjah Mada University (UGM), Indonesia, 2004

Doctoral degree, Computer Science and Electronics, University of Essex,

2014

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

1. Genetic Crowd as Recommendation Machine Base for Smart

Environment, 2014

2. Unravelling the Complexity of Heterogeneous Smart Environmental

Communities Towards Collectivity with Implementation of Collective

Intelligence, 2013

3. Recommendation Machine in Smart Environment, 2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Idham Ananta, Vic Callaghan, Jeannette Chin, Matt Ball, 2013,”Crowd

based Intelligence in Intelligent Environment: a Journey from

Complexity to Collectivity,Proceeding of 9th International Conference

of Intelligent Environment, 2013

2. Idham Ananta, Vic Callaghan, Jeannette Chin, Matt Ball, Jazi Eko

Istiyanto, Michael Gardner, Susi Daryanti, 2013,”Forest: Exploring

Crowd‐Based Intelligence as a Means of Improving the Human‐

Computer Interface in the Cloud of Things”, IOS Press, vol. 17, pp.

238 - 245, 2013

Activities in specialist

bodies over the last 5

years

Name Ika Candradewi, S.Si, M.Cs

S t a f f H a n d b o o k | 26

Position Assistant Lecturer

Academic career

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas GadjahMada.

Research and

development projects

over the last 5 years

1. Development of Vehicle Tracing Detectidant for Digital Image Processing

Based Vehicle Velocity Measurement, 2014

2. Video Processing for Vehicle Classification with Histogram of Gradient

Method and Support Vector Machine, 2015

3. Vehicle Detection ,and Gathering of Vehicle Feature Extraction Data using

RGB and Depth Sensor Video Camera,2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Lazuardi, L., Sanjaya, G. Y., Candradewi, I., & Holmner, Å. (2013).

Automatic platelets counter for supporting dengue case detection in primary

health care in indonesia. Studies in health technology and informatics, 192,

585-588.

2. Khasanah, M. N., Harjoko, A., & Candradewi, I. (2015). Klasifikasi Sel

Darah Putih Berdasarkan Ciri Warna dan Bentuk dengan Metode K-Nearest

Neighbor (K-NN). IJEIS (Indonesian Journal of Electronics and

Instrumentation Systems), 6(2), 151-162.

3. Caraka, B., Sumbodo, B. A. A., & Candradewi, I. (2017). Klasifikasi Sel

Darah Putih Menggunakan Metode Support Vector Machine (SVM) Berbasis

Pengolahan Citra Digital. IJEIS (Indonesian Journal of Electronics and

Instrumentation Systems), 7(1), 25-36.

4. Bagasjvara, R. G., Candradewi, I., Hartati, S., & Harjoko, A. (2016,

October). Automated detection and classification techniques of Acute

leukemia using image processing: A review. In Science and Technology-

Computer (ICST), International Conference on (pp. 35-43). IEEE.

5. Putra, A. R., & Candradewi, I. Deteksi Ketersediaan Slot Parkir Berbasis

Pengolahan Citra Digital Menggunakan Metode Histogram of Oriented

Gradients dan Support Vector Machine. IJEIS (Indonesian Journal of

Electronics and Instrumentation Systems), 7(1), 13-24.

Activities in specialist

bodies over the last 5

years

Name Ilona Usuman, S.Si., M.Kom.

Position Lecturer

Academic career Bachelor’s degree (Electronics and Instrumentation), Universitas Gadjah

Mada, Indonesia

Master’s degree (Computer Science), Universitas Gadjah Mada, Indonesia

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Biomimetic in Rescuer Robot Coordination System,2013

S t a f f H a n d b o o k | 27

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

Activities in specialist

bodies over the last 5

years

Name Isna Alfi Bustoni, S. T., M. Eng.

Position Assistant Lecturer

Academic career Bachelor’s degree (Information Technology ), Universitas Gadjah Mada,

Indonesia, 2014.

Master’s degree (Electrical Engineering), Universitas Gadjah Mada,

Indonesia,2015.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

Multidimensional Auditory Interaction Design in matching game for visually

impaired user, 2017

Fuzzy SARIMA on Automation of Bandwidth Management for Educational

Institution, 2017

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Permanasari, A. E., Hidayah, I., & Bustoni, I. A. (2013, October).

SARIMA (Seasonal ARIMA) implementation on time series to forecast the

number of Malaria incidence. In International Conference on Information

Technology and Electrical Engineering (ICITEE) (pp. 203-207).

2. Hidayatulloh, I., & Bustoni, I. A. (2017). SARIMA-EGARCH Model To

Reduce Heteroscedasticity Effects In Network Traffic Forecasting. Journal of

Theoretical and Applied Information Technology, 95(3), 554.

3. Permanasari, A. E., Hidayah, I., & Bustoni, I. A. (2015). Forecasting

Model for Hotspot Bandwidth Management at Department of Electrical

Engineering and Information Technology UGM. International Journal of

Applied Mathematics and Statistics™, 53(4), 227-234.

Activities in specialist

bodies over the last 5

years

Name Janoe Hendarto, Drs., M.I.Kom.

Position Lecturer

Academic career Bachelor’s degree, Universitas Gadjah Mada, Indonesia,1986

Master’s degree (Computer Science), Universitas Gadjah Mada,

Indonesia,1991

S t a f f H a n d b o o k | 28

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Hash Method Implementation in Dictionary Search Data for Computer-

related Terms, 2014.

2. CYK Algorithm Implementation for Drawing Syntax Trees in Context

Free Grammar, 2013.

3. Contour Modeling Using Fractal Interpolation, 2017.

4. Data Text Compression with Huffman Trees, 2015.

5. Binary Tree Image Creation Using Fractal Methods, 2015.

6. Denoising Grayscale Image Using Fractal Methods, 2016.

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. A Web-based System of Precision Farming based Agricultural

Information for Rice Farming Field Consultant in Blora Regency,

International Journal of Electrical & Computer Sciences, Vol. 16 (6),

pp. 1-8, 2016.

2. Denoising pada Citra Grayscale Menggunakan Metode Fraktal, Jurna

Produktif :Jurnal Ilmiah Pendidikan Teknologi Informasi Universitas

Muhammadiyah Tasikmalaya Jawa barat, ISSN: 2548, Vol 1 Edisi Juli

2017.

Activities in specialist

bodies over the last 5

years

Coach at the National Science Olympiad (OSN SMA in the

informatics/programming contest )

of Yogyakarta Special Region(DIY) contingent.

Name Jazi Eko Istiyanto, Dr., M.Sc., Prof.

Position Professor

Academic career Bachelor’s degree (Physics), Universitas GadjahMada, 1986

Master’s degree (Computer Science), University of Essex, 1988

Doctor’s degree (Electronic Systems Engineering), University of Essex,

1995

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, UniversitasGadjahMada.

Research and

development projects

over the last 5 years

1. Censor Programming on Android Smartphone,2013

2. Study on Virtual Prototyping Development Based Development of

Embedded ARM Device in the Internet of Things (IoT) era,2015

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Huizen, R. R., Istiyanto, J. E., & Putra, A. E. (2017). Identification of

Voice Utterance with Aging Factor Using the Method of MFCC

Multichannel. arXiv preprint arXiv:1702.01999.

2. Lelono, D., Triyana, K., Hartati, S., & Istiyanto, J. E. (2016, July).

Classification of Indonesia black teas based on quality by using

S t a f f H a n d b o o k | 29

electronic nose and principal component analysis. In AIP Conference

Proceedings (Vol. 1755, No. 1, p. 020003). AIP Publishing.

3. Hasbi, M., Wardoyo, R., Istiyanto, J. E., & Mustofa, K. (2016). Agent

Model Development By Using Ontology In University's

Archiving. Journal of Theoretical and Applied Information

Technology, 87(3), 501.

4. Hasbi, M., Wardoyo, R., Istiyanto, J. E., & Mustofa, K. (2016). An

Agent Model using Naïve Bayesian for Email

Classification. International Journal of Computer Applications, 140(7).

5. Sugiantoro, B., Wardoyo, R., Hartati, S., & Istiyanto, J. E. (2017).

Distributed Database Using Mobile Agent. IJID International Journal

on Informatics for Development, 1(1).

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 30

Name Khabib Mustofa, S.Si., M.Kom., Dr.tech

Position Assistant Professor

Academic career Bachelor’s degree,Faculty of Mathematic and Natural Sciences , Universitas

Gadjah Mada, Indonesia,1997

Master’s degree , Faculty of Mathematic and Natural Sciences , Universitas

Gadjah Mada, Indonesia,2001

Doctoral Degree , Institute for Software Engineering and Interactive

Systems, Technische Universitaet Wien , Austria, 2007

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Analysis of Latent Semantic Indexing Algorithm for Knowledge

Retrieval,2015

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Wiwien Hadikurniawati, Khabib Mustofa, 2016,”Multicriteria Group

Decision Making Using Fuzzy Approach for Evaluating Criteria of

Electrician. International Journal of Electrical and Computer

Engineering, Vol 6, No 5, ISSN: 2088-8708

2. Edhy Sutanta, Retantyo Wardoyo, Khabib Mustofa, Edi Winarko,

2016.”A hybrid model schema matching using constraint-based and

instance-based.” International Journal of Electrical and Computer

Engineering, Vol 6, No 3, ISSN: 2088-8708

3. Edhy Sutanta, Retantyo Wardoyo, Khabib Mustofa, Edi Winarko,

2016″Survey: Models and Prototypes of Schema Matching”.

International Journal of Electrical and Computer Engineering, Vol 6, No

3, ISSN: 2088-8708

4. Muhammad Hasbi, Retantyo Wardoyo, Jazi Eko Istiyanto, Khabib

Mustofa, 2016,”Agent model development by using ontology in

universitys archiving”. Journal of Theoretical and Applied Information

Technology, vol 87, Issue 3, 31 Mei 2016, hal 501-511, ISSN:1992-

8645, E-ISSN:1817-3195

5. Teguh Susyanto, Khabib Mustofa, 2016,”Agent Based Job Search on

Job Seeker Profile with Semantic Web Service Approach”. Indonesian

Journal of Computing and Cybernetics Systems, vol 10, no 1, 2016,

ISSN: 1978-1520, e-ISSN: 2460-7258

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 31

Name Lukman Heryawan, S.T., M.T.

Position Lecturer

Academic career Bachelor’s degree (Informatics Engineering), STEI ITB Bandung

Master’s degree (Informatics Engineering), STEI ITB Bandung

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Locality-Sensitive Hashing For Big Data Clustering,2014

2. Recomender System For Telemedicine in Developing Country,2013

3. Detection of Diabetic Retinopathy with Image Processing,2017

4. Analysis of Normalized Compression Distance (NCD) on Content Based

Image Retrieval (CBIR),2015

5. NFC Mobile App Development as an Alternative for Company

Attendance Data System,2015

6. Lamp Switch Automation Using Image Processing and Raspberry Pi

Based LDR Censor,2016

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years 1. Aji SJ, Heryawan L. Ordering and Warehousing Fertilizer Information

System with Location Based Service Apps Based Web Service Di Unit

Pengolahan Pupuk Organik (Uppo) Dusun Caturharjo. Universitas

Gadjah Mada, 2014

2. Winawan MP, Heryawan L Android Based Stock Management Apps

intensive Lks for Distributor at Gunungkidul. Universitas Gadjah Mada,

2014

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 32

Name Mardhani Riasetiawan, MT, SE.Ak, CompTIA Cloud Essential.

Position Lecturer (staff pengajar) in the field of Computer System and Networks

Academic career Bachelor’s degree (Accounting), Faculty of Economic and Business,

Universitas Gadjah Mada, Indonesia, 2003

Master’s degree (Information technology), Faculty of Engineering,

Universitas Gadjah Mada, 2007

Doctoral degree (computer science), Faculty of Mathematics and Natural

Sciences, Universitas Gadjah mada, 2017

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Self-Assignment Data Management with 4V- Commodities Resource

Allocation for Data Center, 2016.

2. Linked-Data Processing for Data Visualization, 2016.

3. Cloud-based Processing for Data Science Processing, 2016.

4. Development of Virtual Data Center in Big Data Management, 2015.

5. Analyses and Design on Self-assignment data management for Big

Data, 2015.

6. Latent Semantic Indexing Algorithm for Knowledge Retrieveal, 2015.

7. Analyses in Resource Allocation with Dedicated and Dynamic

Configuration for Data Center Virtual Machines, 2015

8. Data Management and Preservation in Cloud Environment, 2014.

9. Cloud Infrastructure Development with Real Time Application Cluster

for Big Data management, 2014.

10. Development of Architecture Model for High Performance Cluster

Computing, 2014.

11. GamaBox: Development of Cloud Ready Devices with unusable

hardware, 2013.

Industry collaborations

over the last 5 years

9. Integrated Data Management feasibility Studies, Upstream technology

Center PT PERTAMINA, 2012.

10. Development of Integrated Data Management for Upstream data,

Upstream technology Center PT PERTAMINA, 2013

11. Integrated Data Management – Maintenance and Infrastructure

Enhancement, Upstream technology Center PT PERTAMINA, 2014

12. e-Government Index Assessment for BAPETEN RI, 2015.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Riasetiawan M, Ashari A, I Endrayanto. Data Ceter Workload

Performance in Dynamic Resource Allocation. InAES 2016 – The 6th

International Annual Engineering Seminar. Faculty of Engineering

UGM, Agustus 1-3, 2016. (paper)

2. Riasetiawan M, Ashari A, I Endrayanto. The Analysis on Dynamic and

Dedicated Resource Allocation in XenServer. TELKOMNIKA

Telecommunication, Computing, Electronics and Controls –

International Journal. Vol 14. Issue 1, March 1, 2016. (journal)

3. Ashari A, Riasetiawan M, AM Tjoa. Cloud Based Processing on Data

Science for Visualization. International Journal of Advanced Computer

Science and Applications, Vol 1, Issue 7, February 1, 2016. (journal)

S t a f f H a n d b o o k | 33

4. Ashari A, M Riasetiawan. High Performance computing on Cluster and

Multicore Architecture. TELKOMNIKA Telecommunication,

Computing, Electronics and Controls – International Journal. Vol 13,

Issu 4, Dec 1, 2015. (journal)

5. Riasetiawan M, Ashari A, I Endrayanto. Distributed Replicated Block

Devices Implementation on Cluster Storage Data Migration. 2015

International Conference on Data and Software Engineering (ICoDSE)

IEEE. p.93-97, 2015.

6. Riasetiawan M, Ashari A, I Endrayanto. Virtual Machine Optimization

Use Dynamic Resource Allocation on XenServer. Journal of

Theoretical and Applied Information Technology , vol. 80, issue 3, Oct

2015 (journal)

7. Riasetiawan M, Ashari A, I Endrayanto. Secure by Design Approach on

Data Management and Preservation for Scientifc-Nuclear Data.

International Conference on Computer Security in a Nuclear World:

Expert Discussion and Exchange, 1-5 June, 2015, Vienna, Austria.

(poster presentation)

8. Riasetiawan M, Ashari A, I Endrayanto. Pendekatan Secure by Design

pada Cluster Resources Alllocation. Indonesia Security Conferences (4-

5 Sept 2015) (Paper)

Activities in specialist

bodies over the last 5

years

1. Member, International Association of Engineer, since 2013.

2. Certified, Cloud Computing Essential, CompTIA in 2013.

S t a f f H a n d b o o k | 34

Name Medi, Drs. M.Kom.

Position Assistant Professor

Academic career Bachelor’s degree, Faculty of Mathematics and Natural Sciences,

Universitas Gadjah Mada, 1997

Master’s degree, Universitas Gadjah Mada, 2002

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Data Security Analysis on Cryptography Implementation Using Elgamal

Algorithm, 2014

2. Use of Linear Diophantine Equation for Data Security, 2013

3. Use of Anfis Algorithm on Fuzzy Logic in Predicting Tsunami Disaster,

2017

4. Optimization of Ant Network Algorithm Using Graph, 2015

5. Use of Rc4 Algorithm for Transaction Security and Query on Mysql

Database, 2015

6. Accuracy Comparison of Support Vector Machine and Decision Tree in

Predicting Team Match Results, 2016

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 35

Name Nia Gella Augoestien, S.Si, M.Cs

Position Assistant Lecturer

Academic career Bachelor’s degree (Electronics and Instrumentation), Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia

Master’s degree (Computer Science), Universitas Gadjah Mada

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Optimization of Hardware Resource Utilization in AES (1-round)

Cryptography Algorithm on FPGA, 2013

2. Effectiveness of Various Functions Data Transformation categorical on

Outlier Detection Process, 2015

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Augoestien NG, Putra AE. Purwarupa Perangkat Keras untuk Eksekusi

Algoritma AES Berbasis FPGA. Indonesian Journal of Electronics and

Instrumentation Systems Vol. 5 No.2, pp 211-220, 2015

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 36

Name Nur Rokhman, S.Si., M.Kom., Dr.

Position Assistant Professor

Academic career Bachelor’s degree, Computer Science, Faculty of Mathematics and Natural

Sciences, Gadjah Mada University (UGM), Indonesia, 1993

Master’s degree, Computer Science, Faculty of Mathematics and Natural

Sciences, Gadjah Mada University (UGM), Indonesia, 2004

Doctoral degree, Computer Science, Faculty of Mathematics and Natural

Sciences, Gadjah Mada University (UGM), Indonesia

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

1. Section Method Implementation for Solving Nonlinear Equations of

Interpolation Results, 2013.

2. Section Method for Numerical Solution in Various Forms of Nonlinear

Equations Containing Interpolation Function Results, 2017.

3. Section Method Implementation for Solving Nonlinear Equations of

Interpolation Results, 2015.

4. Various Weighting Functions Effectivity in Categorical Data Outlier

Detection Method, 2016.

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. N Rokhman, SC Budi, N Nuryati, 2015, “Optimalisasi Sistem

Informasi Puskesmas pada Layanan Kesehatan di Puskesmas Dlingo I

Kabupaten Bantul Yogyakarta”, Indonesian Journal of Community

Engagement vol.1, no.1,, 2015

2. N Rokhman, E Winarko, 2016, “Improving The Performance Of

Outlier Detection Methods For Categorical Data By Using Weighting

Function”, Journal of Theoretical and Applied Information

Technology, vol. 83, no. 3, pp 327, 2016

3. SC Budi, N Rokhman,2016, “Kendala Pelaksanaan Program Jkn

Terkait Penerimaan Pasien, Pengolahan Data Medis, Pelaporan, Dan

Pendanaan Jkn Di Puskesmas Gondokusuman Ii Yogyakarta”, Jurnal

Manajemen Informasi Kesehatan Indonesia vol.4, no.1, 2016

4. N Rokhman, ID Nugroho, 2013, “Aplikasi Pencarian Lokasi Fasilitas

Umum Berbasis Foursquare APIv2 pada Sistem Operasi Android”,

IJCCS-Indonesian Journal of Computing and Cybernetics Systems vol.

7, no.2, pp. 209-220, 2013

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 37

Name Panggih Basuki, Drs., M.Si.,

Position Assistant Professor

Academic career Bachelor’s degree, Faculty of Mathematics and Natural Sciences, Gadjah

Mada University (UGM), Indonesia, 1985

Master’s degree, Faculty of Mathematics and Natural Sciences, Gadjah

Mada University (UGM), Indonesia

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

Arduino Based Peristaltic Pump Design, 2015.

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Udianto, U., & Basuki, P. (2013). Purwarupa Sistem Pemantau Getaran

Jembatan Menggunakan Sensor Accelerometer. IJEIS-Indonesian Journal

of Electronics and Instrumentation Systems, 3(2), 185-196.

2. Sahputra, B., & Basuki, P. (2014). Purwarupa Sistem Peringatan Dini

dan Kendali Pintu Air Bendungan dengan Kendali PID. IJEIS (Indonesian

Journal of Electronics and Instrumentation Systems), 4(2), 167-176.

3. Kambuna, D. A. R., & Basuki, P. (2014). Sistem Rekayasa Balik Sinyal

Elektrokardiogram (EKG). IJEIS (Indonesian Journal of Electronics and

Instrumentation Systems), 4(2), 157-166.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 38

Name Raden Sumiharto, S.Si., M.Kom.

Position Assistant Professor

Academic career Bachelor’s degree, Physics, Faculty of Mathematics and Natural Sciences,

Gadjah Mada University (UGM), Indonesia, 2002

Master’s degree, Computer Science, Faculty of Mathematics and Natural

Sciences, Gadjah Mada University (UGM), Indonesia, 2007

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

Aerial Photographs Integrated System with Unmanned Aerial Vehicle,

2014.

Single Board Computer Based Unmanned Aerial Vehicle Environment

Data Acquisition, 2013.

Unification of Aerial Imagery System with Parallel Processing, 2015.

ADAHRS Integrated System with Unmanned Aerial Vehicle Imagery,

2015.

Unification Method of Aerial Image with Feature Point Reduction Method,

2017.

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Putri, A. Y., & Sumiharto, R. (2015). Purwarupa Sistem Prediksi Luas

dan Hasil Panen Padi suatu Wilayah menggunakan Pengolahan Citra

Digital dengan Metode Sobel dan Otsu. IJEIS (Indonesian Journal of

Electronics and Instrumentation Systems), 6(2), 187-198.

2. Widyantara, D. B., Sumiharto, R., & Wibowo, S. B. Purwarupa Sistem

Kendali Kestabilan Pesawat Tanpa Awak Sayap Tetap Menggunakan

Robust PID. IJEIS (Indonesian Journal of Electronics and Instrumentation

Systems), 6(2), 139-150.

3. Sumiharto, R., & Fadliilah, I. N. (2016). Purwarupa Sistem Integrasi

Metadata Foto Udara Dengan Data Sistem ADAHRS. IJEIS (Indonesian

Journal of Electronics and Instrumentation Systems), 6(2), 163-174.

4. Ladioktaviagusdi, R. K., & Sumiharto, R. Implementasi Kontrol Model

Prediksi Berbasis ANFIS Pada Mesin Penghasil Uap Air. IJEIS

(Indonesian Journal of Electronics and Instrumentation Systems), 5(1), 99-

110.

5. Nugraha, M. B., & Sumiharto, R. Penerapan Sistem Kendali PID pada

Antena Pendeteksi Koordinat Posisi UAV. IJEIS (Indonesian Journal of

Electronics and Instrumentation Systems), 5(2), 187-198.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 39

Name Retantyo Wardoyo, Drs., M.Sc.,Ph.D.

Position Associate Professor

Academic career Bachelor’s degree (Computer Science), Faculty of Mathematics and Natural

Sciences, Universitas Gadjah Mada, 1982

Master’s degree (Computer Science), University of Manchester, 1990

Doctoral degree, (Computer Science), Institute of Science and Technology,

University of Manchester, 1996

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Decision Optimization of Medical Therapy Group Using Genetic

Algorithm, 2014

2. Case-Based Reasoning Model using Uncertainty Management, 2015

3. Decision Model Using Fuzzy Concept, 2016

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Abdiansah A, Wardoyo R. Time Complexity Analysis of Support Vector

Machines (Svm) in Libsvm. International Journal Computer and

Application, 2015

2. Winarko E, Hartati S, Wardoyo R. Improving the Prediction Accuracy of

Multicriteria Collaborative Filtering by Combination Algorithms. Int. J.

Adv. Comput. Sci. App 52 (4), 52-58, 2014

3. Widhiarso W, Hartati S, Wardoyo R. Model DSS (Decision Support

System) untuk Evaluasi Kelayakan Proposal Investasi Teknologi Informasi

Menggunakan Fuzzy Integral Choquet. Prosiding Konferensi Nasional

Sistem Informasi, 2013.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 40

Name Reza Pulungan, Dr.-Ing., S.Si., M.Sc.

Position Senior Lecturer (Lektor Kepala) in the field of Algorithms and Computation

Academic career Bachelor’s degree (computer science), Universitas Gadjah Mada, Indonesia,

1999

Master’s degree (telematics), University of Twente, the Netherland, 2004

Doctoral degree (informatics), Saarland University, Germany, 2009

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. The Potentials of Bad Behaviors in E-Procurement and the Influences

of Indonesian E-Procurement System (SPSE) on Those Behaviors,

2016.

2. Two-level Parallelization of Agrawal-Kayal-Saxena Algorithm, 2016.

3. Minimal Representation of Recurrent Neural Networks, 2016.

4. Formulating A State-Reward Structure On Acyclic Phase-Type

Distributions, 2015.

5. A Tool Desktop for Modelling and Analyzing Time-Dependent Attack

Trees, 2015.

6. Intelligent Warehouse Management System, 2012-2014.

7. Spectral Polynomial Algorithm in CUDA, 2014.

8. Orthogonal Distance Fitting for Phase-Type Distributions, 2014.

9. Transient Analysis Of CTMCs: Uniformization Or Matrix

Exponential?, 2013.

10. A Stochastic Calculus for Continuous Probability Distribution, 2012.

11. Stochastic Analysis of HIF Protein Pathways During Hypoxia, 2012.

12. Construction of Mixture-of-Monocyclic Erlang Representations for

Phase-Type Distribusions, 2012.

13. The Minimal Representations of Erlang Distributions under Three

Operations, 2011.

14. Minimization of an Abstract and Interactive Stochastic Model, 2011.

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Suprapto, Retantyo Wardoyo, Belawati H. Widjaja, and Reza Pulungan.

A Formal Proof of Correctness of Construct Association from

PROMELA to Java. IAENG International Journal of Computer Science,

vol. 42, no.4, pp313-331, 2015.

2. Michael Bungert, Holger Hermanns, Reza Pulungan. A Compression

App for Continuous Probability Distributions. 12th International

Conference, QEST 2015, Madrid, Spain, September 1-3, 2015,

Proceedings, pp. 113-121, 2015. DOI: 10.1007/978-3-319-22264-6_8.

3. Reza Pulungan and Holger Hermanns. A construction and minimization

service for continuous probability distributions. International Journal on

Software Tools and Technology Transfer, Springer, vol. 17, pp. 77-90,

2015. DOI: 10.1007/s10009-013-0296-8.

4. Florian Arnold, Holger Hermanns, Reza Pulungan, Mariëlle Stoelinga,

2014. Time-Dependent Analysis of Attacks. In Proceedings of

Principles of Security and Trust (POST) 2014. Lecture Notes in

Computer Science 8414, pp. 285-305.

S t a f f H a n d b o o k | 41

5. Hermawan Syahputra, Agus Harjoko, Retantyo Wardoyo and Reza

Pulungan, 2014. Plant recognition using stereo leaf image using gray-

level co-occurrence matrix. J. Comput. Sci., 10(4): 697-704.

6. Hadi Susanto and Reza Pulungan. A Parallel Architecture for Multiple-

Face Detection Technique Using AdaBoost Algorithm and Haar

Cascade. Information Systems International Conference (ISICO), 2-4

December 2013, Bali. pp. 592-597, 2013.

7. Putu Indah Ciptayani, Reza Pulungan. Modeling Gene Regulation in

Graded Hypoxia Using Continuous-Time Markov Chains. International

Journal of Informatics and Communication Technology (IJ-ICT), Vol.

2, No. 2, pp. 106-115, July 2013. ISSN: 2252-8776.

8. Sheila Nurul Huda, Reza Pulungan. Transforming PROMELA to

Channel Systems. Proceedings of The 2013 International Conference on

Computer Science and Information Technology (CSIT-2013), pp. 188-

194, 16-18 June 2013, Yogyakarta, Indonesia, 2013.

9. Suprapto, Retantyo Wardoyo, Reza Pulungan, and Belawati Wijaya. A

Scheme of Construct Association from PROMELA to Java. The 2013

FTRA International Conference on Advanced IT, engineering and

Management (FTRA-AIM-13), February 21-23, 2013, Kyung Hee

University, Seoul, Korea, hal. 11-12, 2013.

10. Reza Pulungan. The Order of Phase-Type Distributions. In Proceedings

of the 6th SEAMS-GMU 2011 International Conference on

Mathematics and Its Applications, pp. 65--79, Yogyakarta, July 12-15,

2011.

11. Ary Novianto, Reza Pulungan. A Comparison Framework for

Fingerprint Recognition Methods. In Proceedings of the 6th SEAMS-

GMU 2011 International Conference on Mathematics and Its

Applications, pp. 601--614, Yogyakarta, July 12-15, 2011. [pdf]

12. Suprapto, Reza Pulungan. A Framework for an LTS Semantics for

PROMELA. In Proceedings of the 6th SEAMS-GMU 2011

International Conference on Mathematics and Its Applications, pp. 631-

-646, Yogyakarta, July 12-15, 2011.

Activities in specialist

bodies over the last 5

years

1. General Secretary of Indonesian Computer, Electronics, and

Instrumentation Support Society (IndoCEISS).

2. Chairman of Asosiasi Pendidikan Tinggi Informatika dan Komputer

(APTIKOM—Associations of Indonesian Higher Education Institutions

for Informatics and Computer) Chapter Yogyakarta.

S t a f f H a n d b o o k | 42

Name Roghib Muhammad Hujja, M.Cs

Position Assistant Lecturer

Academic career

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada

Research and

development projects

over the last 5 years

1. Prototype of Online Logger System and Water Surface Level Monitoring

at Code Riverside Yogyakarta, 2017

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Harjoko, A., Hujja, R. M., & Awaludin, L. (2017, May). Low-cost 3D

surface reconstruction using Stereo camera for small object. In Signals and

Systems (ICSigSys), 2017 International Conference on (pp. 285-289). IEEE.

2. Harjoko, A., Awaludin, L., & Hujja, R. M. (2017, May). The flow rate of

debris estimation on the Sabo Dam area with video processing. In Signals

and Systems (ICSigSys), 2017 International Conference on (pp. 57-61).

IEEE.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 43

Name Sigit Priyanta, S.Si., M.Kom., Dr

Position Lecturer

Academic career Bachelor’s degree, Faculty of Mathematics and Natural Sciences,

Universitas Gadjah Mada, 1999

Master’s degree, Faculty of Mathematics and Natural Sciences, Universitas

Gadjah Mada, 2010

Doctoral degree, Faculty of Mathematics and Natural Sciences, Universitas

Gadjah Mada, 2016

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Subjectivity Classification of Sentences in Indonesian, 2014.

2. Named Entity Recognition in Indonesian Document,2013.

3. HMM and CRF Method Comparison for Named Entity Recognition in

Indonesian News, 2017.

4. Classification of Opinion with Support Vector Machine Methods for

Sentiment Analysis, 2015.

5. Author and Opinion Object Detection Method in Indonesian News,

2016.

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Winarto, Wismo FE, Sugiyanto. Turbin Angin Sumbu Vertikal Tipe

Hybrid antara Savonius dan Darrieus Sebagai Alternatif Pembangkitan

Listrik Tenaga Angin di Indonesia. In: Seminar Nasional Teknologi

Terapan (SNTT), 2014

2. Basuki, Budi, Winarto, Wismo FE. Pengaruh Sistem Minimum

Lubrication dengan Metoda Tetesan terhadap Keausan Pahat dan

Kekasaran Permukaan

Benda Kerja AISI 4340. In: Seminar Nasional Teknologi Terapan

(SNTT), 2014

3. Handoko, Prayoga T, Benidiktus. Pengaruh Laju Regangan Linier

Terhadap Data Uji Tarik Sambungan Las Plat Baja. In: Unspecified

Unspecified, pp49-54, 2014

4. Setyana, Dwi L, Tarmono. Optimalisasi Kekuatan Sambungan Side

Wall Kereta Api Dengan Proses Spot Welding Material Ss400. Seminar

Nasional Teknologi Terapan (SNTT), 2014

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 44

Name Sri Hartati, Dra., M.Sc., Ph.D., Prof.

Position Professor

Academic career Bachelor’s degree, Computer Science, Faculty of Mathematics and Natural

Sciences, Gadjah Mada University (UGM), Indonesia, 1986

Master’s degree, Computer Science, University of New Brunswick,

Canada, 1990

Doctoral degree, Faculty of Computer Science, Univ of New Brunswick,

Canada, 1996

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

1. Clinical DSS Modeling with CBR for Cardiovascular Diagnosis, 2014.

2. Computational Intelligence for Agricultural Land Quality Modeling,

2013.

3. Performance Improvement of Classifier Plasmodium Malaria and Life-

stage, 2017.

4. Neuro Fuzzy as DSS Model for Agriculture, 2015.

5. Computational Intelligence as a Tool for Plant Damage Diagnosis,

2015.

6. Classifier in Clinical Decision Support System, 2016.

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. E Winarko, S Hartati, R Wardoyo, 2014, “Improving the prediction

accuracy of multicriteria collaborative filtering by combination

algorithms”, Int. J. Adv. Comput. Sci. App 52 (4), 52-58

2. EI Sela, S Hartati, A Harjoko, R Wardoyo, MS Munakhir, 2013,

“Segmentation on the dental periapical x-ray images for osteoporosis

screening”, Int. J. Adv. Comput. Sci. Appl 4 (7)

3. E Zuhairi, S Hartati, R Wardoyo, A Harjoko, 2013, “Development of

Copeland score methods for determine group decisions”, International

Journal of Advanced Computer Science and Aplication (IJACSA), vol.

4, no. 6, pp 240 - 242, 2013.

4. Rudi Dungani, Mohammad Jawaid, HPS Abdul Khalil, Jasni Jasni, Sri

Aprilia, Khalid Rehman Hakeem, Sri Hartati, MN Islam, 2013, “A

review on quality enhancement of oil palm trunk waste by resin

impregnation: Future materials”, BioResources 8 (2), 3136-3156

5. Hence Beedwel Lumentut, Sri Hartati, 2015, “Sistem Pendukung

Keputusan untuk memilih Budidaya ikan air tawar menggunakan AF-

TOPSIS”, IJCCS (Indonesian Journal of Computing and Cybernetics

Systems), vol. 9, no. 2, pp. 197 - 206, 2015

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 45

Name Sri Mulyana, Drs, M Kom

Position Associate Professor

Academic career Bachelor’s degree (Computer Science), Faculty of Mathematics and Natural

Sciences, Universitas Gadjah Mada, 1992

Master’s degree (Computer Science), Faculty of Mathematics and Natural

Sciences , Universitas Gadjah Mada, 2000

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Preparation of Mood (Affective) Disorder Case Base Based on

Classification Guide for Mental Disorder Diagnosis in Indonesia III for

Development of Case-Based System, 2014

2. Development of Computer Reasoning System for Major Selection in

Senior High School with Case-Based Reasoning, 2013

3. Development of Mental Disorder Case Base Based on Medical Record at

“GHRASIA” Psychiatric Hospital Yogyakarta, 2017

4.Case-Based Reasoning System for Mood (Affective) Disorder Type

Determination, 2015

5. Psychological Therapy Measures Determination in Post-Accident

Patients with Case-Based Reasoning, 2016

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Afiahayati S, Mulyana S. Implementation of Hidden Markov Model In

Clustering of Sequences Protein And Its Improvement Using Prior

Knowledge. Proceedings of Iicma, 2009

2. Sumaryanti L, Musdholifah A, Hartati S. Case-Based Reasoning For

Selecting Study Program In Senior High School. International Journal

of Advanced Computer Science And Applications, Vol.6/4/, pp136-140,

2014

3. Mulyana S, Hartati S, Wardoyo R, Winarko E. Case-Based Reasoning

With Input Text Processing To diagnose Mood [Affective] disorders.

Editorial Preface 4 (9), 2015

4. S Mulyana, S Hartati. Tinjauan Singkat Perkembangan Case–Based

Reasoning. Seminar Nasional Informatika (Semnasif) 1 (4)

5. Sari T, Mulyana S. Segmentasi Citra Satelit Berbasis Clustering dengan

Kombinasi Algoritma K-Means dan Fuzzy C-Means, Universitas

Gadjah Mada

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 46

Name Suprapto, Dr., M.I.Kom.

Position Senior Lecturer (Lektor Kepala) in the field of Algorithms and

Computational Logic.

Academic career Bachelor’s degree (mathematics), Universitas Gadjah Mada, Indonesia,

1987.

Master’s degree (Computer Science), Sandwich Program, Universitas

Indonesia, Indonesia - University of Maryland University College,

Maryland, USA, 1990.

Doctoral degree (Computer Science), Universitas Gadjah, Indonesia, 2015.

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Natural Language Processing in Proposition Recognition and Inference

from Indonesian Sentence Collection, 2017.

2. Graph Data Model with Neo4j in Transportation Problem, 2017.

3. The Influence of PROMELA Treebank Training Data Completeness in

PROMELA Parser Accuracy Using MaltParser, 2016.

4. JFLAP in PROMELA Model Generation from Program Graph, 2016.

5. The Development of A Precision Farming based Agricultural

Information System for Rice Farming Field Consultant in Blora

Regency, 2015.

6. Generation of the Translation Template for Communication Mechanism

in PROMELA to Java with Socket Programming and RMI 2015.

7. The Handling of Goto Statement in PROMELA Model into its

Translation in Java Program, 2015.

8. The Development of Translator Tool from PROMELA to Java, 2014.

9. The Definition of Equivalence between two LTS Semantic of

PROMELA and The Translation Result in Java, 2014.

10. LTS (labeled transition system) Semantic for Java, 2012.

11. Heuristic Approach with Genetic Algorithm in State Transition Paths

Selection to Reduce State Space, 2012.

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Suprapto, Retantyo Wardoyo, Belawati H. Widjaja, and Reza Pulungan.

A Formal Proof of Correctness of Construct Association from

PROMELA to Java. IAENG International Journal of Computer Science,

vol. 42, no.4, pp313-331, 2015.

2. Suprapto, Retantyo Wardoyo, Reza Pulungan, and Belawati Wijaya. A

Scheme of Construct Association from PROMELA to Java. The 2013

FTRA International Conference on Advanced IT, engineering and

Management (FTRA-AIM-13), February 21-23, 2013, Kyung Hee

University, Seoul, Korea, hal. 11-12, 2013.

3. Suprapto, and Retantyo Wardoyo. Algorithms of Combination of

Compiler Optimization Options for Automatic Performance Tuning,

LNCS 7804 Information and Communication Technology, International

Conference, ICT-EurAsia 2013, Yogyakarta, Indonesia, March 25-29,

2013 Proceedings, Springer, hal. 91-100.

S t a f f H a n d b o o k | 47

4. Suprapto, Reza Pulungan. A Framework for an LTS Semantics for

PROMELA. In Proceedings of the 6th SEAMS-GMU 2011

International Conference on Mathematics and Its Applications, pp. 631-

-646, Yogyakarta, July 12-15, 2011.

5. Suprapto, An Adjusted Intelligent Water Drop (AIWD) Algorithm in

Flow Shop Scheduling Problem, International Journal of Electrical &

Computer Sciences IJECS-IJENS, Vol:16 No:04 September, 2016.

6. Suprapto, Anny Kartika Sari, Janoe Hendarto, Medi, and Guntur Budi

Herwanto, A Web-based System of Precision Farming based

Agricultural Information for Rice Farming Field Consultant in Blora

Regency, International Journal of Electrical & Computer Sciences-

IJECS-IJENS, Vol:16 No:06 December 2016.

Activities in specialist

bodies over the last 5

years

1. Member of Indonesian Computer, Electronics, and Instrumentation

Support Society (IndoCEISS).

2. Member of Asosiasi Pendidikan Tinggi Informatika dan Komputer

(APTIKOM—Associations of Indonesian Higher Education Institutions

for Informatics and Computer) Chapter Yogyakarta.

3. Member of IndoMs

4. Member of IAENG (International Association of Engineering)

S t a f f H a n d b o o k | 48

Name Dr. Tri Kuntoro Priyambodo, M. Sc.

Position Associate Professor

Academic career Bachelor’s degree Faculty of Mathematics and Natural Sciences,

Universitas Gadjah Mada, Indonesia, 1986

Master’s degree, Victoria Unversity of Manchester, United Kingdom, 1987

Doctoral degree (Physics), Faculty of Mathematics and Natural Sciences,

Universitas Gadjah Mada

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Analysis of Mini Supercomputer Performance, 2017

2. Tone Corector Using Intel Galaxy-2 to Improve Sound Quality of

Stringed Musical Instrument, 2015

3. Stability Control System of 3-AXIS Gimbal Camera on Unmaned

Aircraft with PID-Fuzzy Method, 2016

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years 1. Secure and Trusted Environment as a Strategy to Maintain the Integrity

and Authenticity of Digital Evidence International Journal of Security

and Its Applications PID self tuning control based on Mamdani fuzzy

logic control for quadrotor stabilization, PROGRESS IN APPLIED

MATHEMATICS IN SCIENCE AND ENGINEERING

PROCEEDINGS

2. Optimizing control based on fine tune PID ADVANCES OF SCIENCE

using ant colony logic for vertical moving control of UAV system AND

TECHNOLOGY FOR SOCIETY. International Conference on Science

and Technology, 2015

3. Real-time operating system implementation on OBC/OBDH for

UGMSat-1 sequence ADVANCES OF SCIENCE AND

TECHNOLOGY FOR SOCIETY: Proceedings of the 1st International

Conference on Science and Technology, 2015

4. The New Satellite Opportunity in The Changing Market of South East

Asia. Asia-Pacific Satellite Communication Systems, 2015

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 49

Name Tri Wahyu Supardi, S.Si, M. Cs.

Position Assistant Lecturer

Academic career Bachelor’s degree, Electronics and Instrumentation, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada , Indonesia

Master’s degree, Dept. of Computer Science and Electronics/ Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada, Indonesia

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

1. Reducer Noise Electricity Cars, 2014

2. Voltage-Controlled Oscillator 300-350 MHz for Studio Transmitter Link

FM Modulation, 2013

3. Design Ozonizer With Dielectric Barrier Discharge Method, 2015

4. Design of Hybrid Power Supply System For Computer Systems

Community Service, 2016

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Ibrahim, A. W., Widodo, T. W., & Supardi, T. W. (2015). Sistem

Kontrol Torsi pada Motor DC. IJEIS (Indonesian Journal of

Electronics and Instrumentation Systems), 6(1), 93-104.

2. Pratomo, I. D., Rouf, A., & Supardi, T. W. (2015). Pengukuran Jarak

Lubang Pada Benda Padat Menggunakan Sensor Ultrasonik. IJEIS

(Indonesian Journal of Electronics and Instrumentation Systems), 6(1),

81-92.

3. Sidiq, T. N. S., Rouf, A., & Supardi, T. W. Sistem Deteksi Bentuk

Kecacatan Benda Padat Menggunakan Teknik Variasi Sudut

Ultrasonik. IJEIS (Indonesian Journal of Electronics and

Instrumentation Systems), 6(1), 69-80.

4. 4. Pratomo, T. B., Dharmawan, A., Syoufian, A., & Supardi, T. W.

(2013). Purwarupa Sistem Kendali Suhu dengan Pengendali PID pada

Sistem Pemanas dalam Proses Refluks/Distilasi. IJEIS (Indonesian

Journal of Electronics and Instrumentation Systems), 3(1), 23-34. Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 50

Name Triyogatama Wahyu Widodo, M.Kom

Position Lecturer

Academic career Bachelor’s degree (Computer Science), Universitas Gadjah Mada, 2003

Master’s degree (Computer Science), Universitas Gadjah Mada, 2006

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Hand Gesture Recognition System Based Accelerometer Sensor as A

Traffic Control Tool, 2014

2. Design of Sony ACX705AKM Graphic LCD Controller Interface on

CMUCAM3, 2013

3. Characterization of Hand Movement Pattern Based Accelerometer Sensor

on Traffic Control Hand Gesture, 2015

4. Hand Gesture Pattern Detection Method Based Accelerometer for

Indonesian Sign Language Translation, 2015

5. Home Visitors Recorder System Based Face Recognition, 2016

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Primandani V, Widodo TW. Purwarupa Sistem Pembayaran Retribusi

Jalan Tol Berbasis Teknologi RFID. IJEIS-Indonesian Journal of

Electronics and Instrumentation Systems 2 (1), 11-20, 2012.

2. Apriyanti K, Widodo TW. Implementasi Optical Character Recognition

Berbasis Backpropagation untuk Text to Speech Perangkat Android. IJEIS-

Indonesian Journal of Electronics and Instrumentation Systems 6 (1), 13-24,

2016

3. Henura SS, Widodo TW. Rancang Bangun Sistem Jaringan Nirkabel

untuk Pemantauan Penggunaan Air Pelanggan PDAM. IJEIS-Indonesian

Journal of Electronics and Instrumentation Systems 5 (2),155-164, 2016.

4. Widodo TW, Diantoro S. Auto-Configuration of Wireless Sensor

Networks on Area Border Pole”,IJEIS-Indonesian Journal of Electronics

and Instrumentation Systems 4 (1), 79-90, 2014.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 51

Name Wahyono, S. Kom.

Position Assistant Lecturer

Academic career Bachelor’s degree, Dept. of Computer Science and Electronics/Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada , Indonesia,

2010

Master’s and Doctoral degree, University of Ulsan-Present

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

1. Batik Pattern Recognition Based on Artificial Neural Network (2012)

2. 3D Model Reconstruction of Single Omnidirectional Picture using

Geometrical Approach in 3D Coordinate (2013)

3. LED Matrix Recognition in Electronic Traffic Signs (2014)

4. Unmoving Object Detection for Camera Based Intelligent Camera

Monitoring (2017).

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Wahyono, Joko Hariyono, and Kang-Hyun Jo, 2017, Body Part

Boosting Model for Carried Baggage Detection and Classification,

Neurocomputing, Vol.228, pp.106-118, March 2017.

2. Wahyono, Kang-Hyun Jo, 2017, Detecting Human Carrying Baggage

from Video Sequences, Journal of Intelligent and Fuzzy Systems,

Vol.32, No.2, pp.1601-1613, February 2017.

3. Wahyono, Alexander Filonenko, and Kang-Hyun Jo, 2016, Unattended

Object Identification for Intelligent Surveillance Systems Using

Sequence of Dual Background Difference, IEEE Transaction on

Industrial Informatics, Vol.12, No.6, pp.2247-2255, December 2016.

4. Wahyono and Kang-Hyun Jo, 2016, Cumulative Dual Foreground

Differences For Illegally Parked Vehicles Detection, IEEE Transaction

on Industrial Informatics, 2016 (Accepted).

5. Wahyono and Kang-Hyun Jo, 2015, LED Dot Matrix Text Recognition

Method in Natural Scene, Neurocomputing, Vol.151, No.3, pp.1033-

1041, March 2015.

6. Wahyono, Han-Sung Park, and Kang-Hyun Jo, 2013, Discontinuous

Character Recognition Method in Variable Message Signs for

Intelligent Tranportation System, International Journal of Machine

Learning and Computing, Vol.3, No.6, pp.468-472, December 2013.

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 52

Name Yohanes Suyanto, M.Ikom., Dr.

Position Assistant Professor

Academic career Bachelor’s degree (Physics), Faculty of Mathematics and Natural Sciences,

Universitas Gadjah Mada, 1987

Master’s degree (Computer Science), Universitas Indonesia, 1992

Doctoral degree, Faculty of Mathematics and Natural Sciences, Universitas

Gadjah Mada, 1992

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada.

Research and

development projects

over the last 5 years

1. Similarity Testing of Sound Synthesis Result using Mahalanonis Distance

Method,2014

2. Evaluation of Speech Synthesis Result using Earth Mover"s Distance

(EMD),2013

3. PC Based Fuzzy Control Model using USB Port, 2015

4. System of Preparing the Numerical Musical Notation using Latex and

Tikz, 2015

Industry collaborations

over the last 5 years

None.

Patents and proprietary

rights

None.

Important publications

over the last 5 years

1. Atabiq F, Suyanto Y. Komputasi Tingkat Kesehatan Instalasi Listrik

pada Gedung. Jurnal Integrasi, 9 pp1-8, 2017

2. Suyanto Y. The Numbered Musical Notation Editor in Plain Text.

International Conference on Science and Technology (ICST 2015),

2015

3. Basori S, Suyanto Y. Booster VHF 20w pada Perangkat Handy Talky.

Universitas Gadjah Mada, 2015.

4. Suyanto Y, Harjoko A, Hartati S. An intonation speech synthesis model

for Indonesian using pitch pattern and phrase identification. Journal of

Signal and Information Processing, vol.5 pp 80, 2014.

5. Machmud K, Suyanto Y. Rancangan Bangun Aplikasi Android

Pengendalian Lampu Berbasis SMS. Universitas Gadjah Mada, 2014.

6. Suyanto Y. Penentuan Intonasi Secara Otomatis Dalam Sintesis Ucapan

Bahasa Indonesia. Universitas Gadjah Mada, 2014

7. Setiawan R, Suyanto Y. Pendeteksi Suhu Pada Alat Pemanas Air

(Heater) dengan Informasi Suara.

8. Rajagukguk OJ, Suyanto Y. Integrasi Group Facebook ke dalam

Collabtive Sebagai Perangkat Lunak Manajemen Projek Menggunakan

Facebook Graph Api. Universitas Gadjah Mada, 2014.

9. Taslim M, Suyanto Y. Analisis Perbandingan Efektivitas Antara

Metode Search Engine Optimization (SEO) dan Social Media

Optimization (SMO) untuk Peningkatan Volume Trafik Situs

Universitas Gadjah Mada, 2014.

10. Haryadi A, Suyanto Y. Perbandingan PSNR, Bitrate, dan MOS pada

Pengkodean H. 264 Menggunakan Metode Prediksi Temporal. IJEIS

(Indonesian Journal of Electronics and Instrumentation Systems), vol. 2,

pp155-164, 2012

S t a f f H a n d b o o k | 53

Activities in specialist

bodies over the last 5

years

S t a f f H a n d b o o k | 54

Name Yunita Sari, S.Kom., M.Sc.

Position Assistant Lecturer

Academic career Bachelor’s degree, Dept. of Computer Science and Electronics/Faculty of

Mathematics and Natural Sciences, Universitas Gadjah Mada , Indonesia,

2007

Master’s degree, Universiti Teknologi PETRONAS (UTP), Malaysia, 2011

Doctoral degree, University of Sheffield, UK, 2014-present

Employment Lecturer, Department of Computer Science and Electronics, Faculty of

Mathematics and Natural Sciences, Gadjah Mada University

Research and

development projects

over the last 5 years

1. An Author Gender Identification Method For Indonesian Text,2013

Industry collaborations

over the last 5 years

Patents and proprietary

rights

Important publications

over the last 5 years

1. Yunita Sari, Andreas Vlachos, Mark Stevenson, 2017, “Continuous N-

gram Representation for Authorship Attribution”, In Proceedings of

the 15th Conference of the European Chapter of the Association for

Computational Linguistics, Valencia, Spain, April 2017 (to appear)

2. Sari, Y., Stevenson, M.: Exploring Word Embeddings and Character

N-Grams for Author Clustering. In: CLEF 2016 Working Notes.

CEUR Workshop Proceedings, CLEF and CEUR-WS.org, Portugal,

September 2016.

3. Yunita Sari and Mark Stevenson, 2015, A Machine Learning-based

Intrinsic Method for Cross-topic and Cross-genre Authorship

Verification, Notebook for PAN at CLEF 2015. In Linda Cappellato,

Nicola Ferro, Gareth Jones, and Eric San Juan, editors, CLEF 2015

Evaluation Labs and Workshop Working Notes Papers, 8-11

September, Toulouse, France, September 2015.

4. Yunita Sari, 2015, Gender Identification for Adversarial Writing.In

Proceedings of the ESSLLI 2015 Student Session, Barcelona, Spain,

August 2015.

Activities in specialist

bodies over the last 5

years