CONFERENCE PROGRAMME’21...2021/06/04 · Dorukhan Bayrak Technical Support: F.G.Korkut +905393069369 Session: 2.2-B June 5, 2021 Saturday, 11.10-12.10 (GMT+3) Click here to join

1

CONFERENCE PROGRAMME’21

OPENING CEREMONY

June 4, 2021 Friday, 10.20-11.00 (GMT+3)

Click here to join session…

Moderator: Hasibe Candan

Prof. Dr. Murat Gök, Conference Chairman

Prof. Dr. Şükrü Beydemir – Bilecik Seyh Edebali University, Rector

Prof. Dr. Fikret Yüksel – Yalova University, Vice Rector

Prof. Dr. Orhan Torkul – Sakarya University

KEYNOTE SPEECH - I

June 4, 2021 Friday, 11.00-11.40 (GMT+3)


Dr. Imran Ahmad Mughal " Insight of Data Science: Tools, Opportunities and Applications "

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2

Session: 1.1-A

June 4, 2021 Friday, 11.40-12.40 (GMT+3)


Moderator: Faruk Bulut

87 Dynamic Mode Decomposition for Covid 19 Data Gamze Yüksel Nida Gökçe Narin

167 Açıklanabilir Yapay Zeka’nın Kovid-19 Virüsüne Katkısı:

Sistematik Bir Literatür Taraması Zeynep Aytaç

165 Prediction of Covid 19 Spread with Box-Jenkins Models

Nida Gökçe Narin Gamze Yüksel

161 Covid 19 Forecasting with Artificial Neural Networks and

ARIMA Model Büşra Çetin Nida Gökçe Narin

Technical Support: A.Yavuz +905437646082

Session: 1.1-B ICONSEC

June 4, 2021 Friday, 11.40-12.40 (GMT+3)


Moderator: İrfan Kösesoy

1 Two-step Authentication with the Help of a Novel Biometric Hidayet Takçı

Ekin Ekinci

5 A Model for Header Compression Context Transfer in Cellular

IP

Ruba Omar Alahmad

Alosman

6 Demonstration of Denial-of-Service Attack on an Internet-of-

Things Device Samet Tonyali

7 Vulnerabilities of Intrusion Detection and Prevention Systems

in Network Traffic Analysis Mustafa Coşar

15 Revealing Vulnerability of Different Machine Learning Models

Using Reverse Engineering Method

Emre Sadıkoğlu

Burcu Demirelli Okkalıoğlu

İrfan Kösesoy

Technical Support: E.Sadıkoğlu +905366917749

Break TIME

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3

Session: 1.2-A

June 4, 2021 Friday, 14.20-15.20 (GMT+3)


Moderator: Zehra Kamisli Ozturk

8 Applying Machine Learning Techniques to Predict Chronic

Kidney Disease in Humans Maad Mijwil

Aysar Alsaadi

47 Use of Persuasive Technology in The Health Field Arzu Kurşun Ceren Türkdoğan Görgün

108

Lösemi, Rahim Ağzı ve Prostat Kanseri Mikrodizi Verilerinde

Öznitelik Seçim ve Sınıflama Yöntemlerinin Performanslarının

Karşılaştırılması

Özlem Arik Erdem Karabulut

176 İskemik Kalp Hastalığının Belirlenmesinde Makina Öğrenmesi

Yöntemlerinin Kullanılabilirliği Mehmet Tahir Huyut Süleyman Soygüder

7 XGBoost Feature Selection on Chronic Kidney Disease

Diagnosis Zeliha Ergul Aydin Zehra Kamisli Ozturk

Technical Support: M.Bektaş +905343651916


June 4, 2021 Friday, 14.20-15.20 (GMT+3)


Moderator: Türker Tuncer

4 Prediction of Cyber Attacks Rouba Omar Alahmad

Alosman

11 A Steganography Algorithm for Digital Image Hiding into Digital

Audio

Ali Erdem Altinbas

Yıldıray Yalman

12 Malware Analysis on Android Devices- Dynamic Analysis Dilek Gökçeoğlu Şengül Doğan

8 Prediction of Ransomware Using Machine Learning Algorithms Volkan Okur

Murat Gök

9 A Novel Local Cross T Pattern (LCTP) for Facial Image Recognition Arif Metehan Yıldız

Türker Tuncer

Technical Support: H.Candan +905395410256

Break TIME

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4

Session: 1.3-A

June 4, 2021 Friday, 15.30-16.30 (GMT+3)


Moderator: Emre Dandıl

45 Makine Öğrenmesi Modellerinin ve İstatistiksel Yaklaşımların

Deksketoprofen Farmasötik Dozaj Formunda Uygulaması

Atakan Başkor

Yağmur Pirinçci Tok

Burcu Mesut

Yıldız Özsoy

Tamer Uçar

192 Application of Data Mining Applications on Autism Data Visualization Data Set

Irem Duzdar Argun Hamdi Aykaş

187 Early Prediction of Sepsis from Clinical Data Using Machine Learning Algorithms

Beste Kaysı Özgür Gümüs

194 Kategorik Temel Bileşenler Analizi ve Depresyon Veri Seti ile Uygulama

Canan Demir Sıddık Keskin Hamit Mirtagioğlu Yıldırım Demir

103 Makine Öğrenmesi Modelleri Kullanarak Alfuzosin Tablet Formülasyonunun Optimizasyon Çalışmaları

Burcu Mesut Neşe Bukset Aksu Yıldız Özsoy Atakan Başkor

Technical Support: F.G.Korkut +905393069369


June 4, 2021 Friday, 15.30-16.30 (GMT+3)


Moderator: Murat Gök

16 Researching and Implementing Secure Data Collection and Da

ta Destruction Methods In Digital Systems

Nur Sena Atalay

Şengül Doğan

136 Distributed Intrusion Detection System Using NSL-KDD and

SK-DIST on Apache Spark (ICONDATA)

Mohamed Seghire Othman

Djediden

Hicham Reguieg

Zoulikha Mekkakia Maaza

158 Malicious URLs Detection using Ensemble Classifier

(ICONDATA)

Kübra Köksal

Buket Doğan

Zehra Aysun Altıkardeş

10 An Empirical Framework for Fake News Generation

Onur Dura

Mahmut İmray

Fatma Gümüş

14 Reinforcement Learning for Cyber Security Emine Cengiz

Murat Gök

Technical Support: E.Cengiz +905319133724

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5

BREAK TIME

Session: 1.4-A

June 4, 2021 Friday, 16.40-17.40 (GMT+3)


Moderator: Saadin Oyucu

166 Investigation of Image Processing Techniques Applied on Concrete

Images Nihan Kazak Çerçevik Ali Erdem Çerçevik

49 Variety Detection of Olive Grains Using Image Processing Techniques

and Clustering Methods Senem Gönenç Yüksel Öner

62 Design of a Probe System Based on Face Recognition Ahmet Ali Ünsal Serkan Balli

152 Color and Contrast Enhancement in Fog Removal Bahadır Arabalı

Kemal Fidanboylu

4 3D Medikal Görüntülerin Bölütlenmesi Üzerine Bir İnceleme Saadin Oyucu


Session: 1.4-B

June 4, 2021 Friday, 16.40-17.40 (GMT+3)



143 LabVIEW ile ROS Tabanlı Mobil Robot Kontrolü ve Dinamik Engel

Tespiti

Sümeyye Saçar Gokhan Atali Meltem Eyuboglu

159 Realization of Turkish Sign Language Expressions with the Developed

Humanoid Robot Mehmet Gül

155 Ara Bellek Tabanlı Yöntem ile Akan Mekânsal Verilerin Ön İşlemden

Geçirilerek Kaydedilmesi Murat Taşyürek

60 Autonomous self-parking robot using A-star in VREP Umut Çelebi Muhammad Umer Khan Mert Anıl Demirhan

160 Increase Flexion of Humanoid Robot Finger Mehmet Gül


BREAK TIME

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6

Session: 1.5-A

June 4, 2021 Friday, 17.50-18.50 (GMT+3)


Moderator: Murat Uçar

36 Analysis and Segmentation of X-Ray Images of COVID-19 Patients

using the K-Means Algorithm Ahmet Saygılı

142 Prediction of Benign and Malignant of Cancer Using Convolutional

Neural Networks Based Approach Ahmet Toprak

101 Breast Cancer Diagnosis using Geometrical Descriptors Obtained from

Adaptive Convex Hulls of Suspicious Regions

İdil Işıklı Esener Şükriye Kara Semih Ergin

169 Stroke Detection from CT Images Gamze Yüksel Hakan Sökün

137 Face Mask Detection Using YOLOv4 Murat Uçar


Session: 1.5-B

June 4, 2021 Friday, 17.50-18.50 (GMT+3)


Moderator: Düzgün Akmaz

177 Servo Motor Control with PLC and HMI Panel Levent Civcik Muhammed Alperen Aksin

162 Türkiye’de Orta Vadeli Elektrik Tüketiminin Aylık Tahmini İbrahim Ziya Özgün Buket Doğan

106 A Sound Based Method for Fault Classification with Support Vector

Machines in UAV Motors

Ferhat Yol Ayhan Altinors Orhan Yaman

154 Çeşitli Kanal Tahmin Teknikleri için FBMC ve OFDM Sistemlerinin

İncelenmesi Bircan Çalışır Ayhan Akbal

178

The Effect of Different Entropy Values on the Success of the K-

Nearest Neighbors Algorithm for Classification of Power Quality

Disturbances

Düzgün Akmaz


BREAK TIME

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7

Session: 1.6-A

June 4, 2021 Friday, 19.00-20.00 (GMT+3)


Moderator: Hüseyin Gürüler

15 Information Extraction from Invoice Images Using Character

Vectorization Technique Adem Akdoğan Resmiye Nasiboğlu

150 Mesafe Ölçümünde Image-Metre: Görüntü İşleme ile Mesafe

Tespit Yöntemlerinde Eksik Ne? Haydar Yanik Bülent Turan

96 Görme Engelliler için Görüntü İşleme Tabanlı Bir Para Tanıma

Uygulaması Geliştirilmesi Kıvanç Özgür Serkan Balli

123 A Compare of Classification Methods for EMG Based Hand

Gesture Recognition Burcu Melis Toprak Selda Güney

94 A New Student Attendance System using Face Recognition

into Classroom

Muhammad Ismail Naveed Islam Hüseyin Gürüler


Session: 1.6-B

June 4, 2021 Friday, 19.00-20.00 (GMT+3)


Moderator: Sanem Şehribanoğlu

113 Forecasting Customer Collection Using Machine Learning

Approaches

Nilay Ay Orçun Yalçın Habib Gültekin

115 Workforce Planning in Restaurants using Ensemble Learning

Methods

Utku Kubilay Çınar Sezin Dünya Habib Gültekin

157 Estimating the Next Maintenance Dates of Passenger

Vehicles

Şenda Yıldırım Orkun Berk Yüzbaşıoğlu Ahmet Deniz Yücekaya Mustafa Hekimoğlu Berk Özcan

25 Enterprise Architecture and SCRUM Agile Framework Cüneyt Kaya Hakan Yüksel

139 Trafik Kurallarına Yönelik Algı ve Tutumlarının

Belirlenmesinde Rastgele Ormanlar Yöntemi Vedat Görgülü Sanem Şehribanoğlu


End of the day

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8

Session: 2.1-A

June 5, 2021 Saturday, 10.00-11.00 (GMT+3)


Moderator: Özgül Vupa Çilengiroğlu

3

Yetişkin Erkek Futbolunda Maç Sonucunu Tahmin Etmek İçin

Kullanılan İstatistiksel ve Makine Öğrenimi Yaklaşımlarının

Sistematik Bir İncelemesi

Günal Bilek Efehan Ulaş

43 Toplam Ekipman Etkinliği Puanının Lojistik ve Karar Ağacı

Algoritmaları ile Modellenmesi İlke Genç Özgül Vupa Çilengiroğlu

207 Aşırı Öğrenme Makinası ile Petrol Tahmini Tuba Tanyıldızı Ağır

107 Machine Learning Application for Fault Detection in Power

Distributed Network Jose Eduardo Urrea Cabus İsmail H. Altaş

54 Analysis of Football Data with Classification and Decision Tree

Methods: Logistic Regression and CART Algorithm Duygu Topcu Özgül Vupa Çilengiroğlu


Session: 2.1-B



Moderator: Yunus Özen

183 Time Series Prediction using Dendritic Neuron Model Trained by

a Robust Learning Algorithm Ayşe Yılmaz Ufuk Yolcu

193 Analyzing Sonar Data Set with Different Data Mining Methods and Comparing Accuracy Values

Irem Duzdar Argun Nurgul Kurt Aykas

206 Terim Frekansı ile Mesajlaşma Verilerini Kullanarak Çağrı

Merkezi Yoğunluğunun Tespiti Zeynep Erbasi

184 Cascade Forward Neural Network for Financial Time Series

Forecasting Ayşe Yılmaz Ufuk Yolcu

138 An Enhanced Round Robin CPU Scheduling Algorithm with

Variable Quantum Time Alaa Fiad Zoulikha Mekkakia Maaza


BREAK TIME

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9

Session: 2.2-A



Moderator: Cemil Çelik

191 Systematic Review about Inventory Record Inaccuracy in Retail

Sector Gizem Ömeroğlu Özge Civan

10 Üniversite Öğrencilerinin Psikolojik Sermayelerinin Girişimcilik

Eğilimleri Üzerindeki Etkisi Bilgehan Tekin Seda Nur Bastak

44 Customer Loss Analysis with Machine Learning Methods Zerrin Çakır Muammer Akçay

46

Examining the Causal Links Among Economic Complexity,

Globalization and Financial Development in Turkey by Using the

Fourier Granger Causality Test

Alper Karasoy

66 Development of Customer Notification Portal (CNP) for Sustainable

Customer Relationship Management

Cemil Çelik Batuhan Mollaalioğlu Dorukhan Bayrak


Session: 2.2-B



Moderator: İlknur Atasever Güvenç

38 The Effect of Recursive Feature Elimination with Cross-Validation Method on Classification Performance with Different Sizes of Datasets

Berke Akkaya

90 Dengesiz Verilerde Boosting ile Anomali Belirleme Üzerine Bir

Çalışma Nihat Akilli Engin Yildiztepe

92 Şans Parametresinin Bireyselleştirilmiş Bilgisayarlı Sınıflama

Testleri Üzerindeki Etkisi Sümeyra Soysal Ceylan Gündeğer

98 On Some Special Correlation Coefficients Ebru Keskin Mehmet Mendeş

200 Relations Among Efficient Elements of a Set and Some Scalarizing Functions

İlknur Atasever Güvenç

Technical Support: C.R.Esgice +905070116436

KEYNOTE SPEECH - II



Prof. Dr. Ömür Baysal "How do we use Bioinformatics for Drug Discovery to SARS-CoV2?"

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10

Session: 2.3-A




119

Data Creation System for Labeling, Classification and

Evaluating Personnel Performance with Text Mining

Techniques in Customer Interview Records

Asli Terim Engin Bicakci

17 Feature Selection in Text Classification Problems: A Literature Review and Possible Directions

Seda Tuzcu Zehra Kamışlı Öztürk

28 Determining the Factors Affecting Success in Reward-Based

Crowdfunding Platforms: The Example of Fongogo

Murat Kılınç Can Aydın Çiğdem Tarhan

195 Crops Yield Prediction under Climate Change Conditions with

an Empirical and Mechanistic Simulation Model Tefide Kizildeniz

70 Converting Audio Files to Text and Classifying by Subject Başak Kızılay Hüseyin Gürüler


Session: 2.3-B


Click here to join session… Moderator: Faruk Bulut

13 Geleneksel Bankacılık ile İslami Bankacılık Arasındaki Tercihte

Etkili Faktörler Bilgehan Tekin Seda Nur Bastak

105 Return Transmissions in Cryptocurrency Markets and The Implications of Covid-19 Outbreak on Dynamic Correlations

Arda Doğruöz Selin Karatepe Yurdal Çağrı Levent

63 Determinants of Foreign Direct Investment: A Bayesian Model

Averaging Approach from 55 Countries Erhan Çene Filiz Karaman

179 Impact of Utilising Artificial Intelligence for Job Description Ahmed Alrashedi Maysam Abbod

9 University Students’ Privacy Concerns Towards Social Media

Platforms: Whatsapp Contract Change Ceren Cubukcu Cemal Akturk


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11

Session: 2.4-A


Click here to join session… Moderator: Ömer Bilen

58 Analyzing Twitter Users Behavior Against COVID-19 Vaccines with Natural Language Processing Techniques

Hilal Tekgöz Halil İbrahim Çelenli

149 COVID-19 Literature Search Engine with Natural Language Queries

Hilal Tekgöz Halil İbrahim Çelenli

79 Social Media Analytics: Categorizing and Comparing IT

Companies' Technology and Business Terms Using Twitter Data Aylin Akdemir Begüm Erol

80 Sentiment Analysis with Twitter Data: Analysis of Tweets About

an E-commerce Company and Model Comparison Aylin Akdemir Begüm Erol

69 ERIC Veri Tabanında Yayımlanan Yapay Zekâ ile ilgili Makalelerin

Duygu Analizi Ömer Bilen


Session: 2.4-B



Moderator: Cemal Öztürk

99 Finansal Gelişme ve Ekonomik Büyüme: Türkiye İçin Nedensellik

Analizi İlhan Eroğlu Fatih Yeter

175 Covid-19 Salgınının Enfekte Hastalar Arasındaki Psikolojik Etkisi Mehmet Tahir Huyut Süleyman Soygüder

104 Pandeminin BIST’de Yapılan Yatırımlarda Çeşitlendirme Yaklaşımına Olumlu Etkisi: BIST 30 Pay Senetleri ile Portföy Optimizasyonu Çerçevesinde Bir Değerlendirme

Gamze Vural Serkan Nas

201 Hisse Senedi Fiyatları ve Döviz Kuru Arasındaki İlişki: Derin

Öğrenme Algoritmalarının Karşılaştırmalı Analizi Cemal Öztürk Sezai Tokat

Technical Support: S.Şahin +905062981915

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12

Session: 2.5-A




48 The Effect of Message Queues on the Communication of IoT

Devices

Ahmet Toprak Abdul Zaim Feyzanur Sağlam Toprak

85 A non-smooth dual formulation of ε-Insensitive Weighted Least

Square Support Vector Regression Aykut Kocaoğlu

95 Ters Gaussian Liu Regresyon Modelinde Etkili Gözlem Teşhis

Yöntemlerinin Karşılaştırılması Şahin Canalp Yakup Murat Bulut

189 Analysis of Usage Areas and Effects of IoT Fatih Topaloğlu


Session: 2.5-B




72 Software Defect Prediction using Transformers

Shefitjon Bregu

Yusuf Kartal

Kemal Özkan

57 Algorithm Overview and Design for Mixed Effects Models Burcu Koca Fulya Gokalp Yavuz

12 Verilerin Arduino ile İşlenerek Data Streamer Eklentili Microsoft Excel Programında Anlık ve Grafiksel Olarak Gösterimi

Ahmet Raşit Petekçi Fatih Özdinç

34 Metin Kümeleme Algoritmaları Üzerine Duygu Selin Turan Burak Ordin

140 Development of Android Based Mobile Video Conference Application Using Jitsi Meet Platform

Berk Bektaş Emre Dandıl


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13

Session: 2.6-A



Moderator: Hulya Ozen

67 An Approach for Airfare Prices Analysis with Penalized Regression

Methods Selim Buyrukoğlu Yıldıran Yılmaz

111 Applying the Hierarchical Gray Relational Clustering Method to

Municipal Water Use in Turkey

Mehmet Samil Güneş Coşkun Parim Doğan Yıldız

Ali Hakan Büyüklü

100 Soma Havzası Alt Kömür Damarının (Km2) Elementel Afinitesinin Aglomeratif Hiyerarşik Kümeleme Analiz Yardımıyla Belirlenmesi

Mete Eminağaoğlu Rıza Görkem Oskay Ali İhsan KARAYİĞİT

71

Fitting Random Survival Forest Model For Time To Event Data: An

Application On Evaluation of Factors Affecting Longevity Of

Arabian Racehorses

Hulya Ozen

93 Analysis of Ship Accidents in Izmir Region with Data Mining

Methods Nur Uylaş Sati Tansu Özbey


Session: 2.6-B



Moderator: Alperen Bal

11 Benzerlik Katsayılı Maksimal Akış Ağı ile İmalat Hücresi Tasarımı Sabahattin Kerem Aytulun Selin Yalçın

84 Yapay Zekânın Toplum Yararına Kullanımında Devletlerin, Uluslararası Örgütlerin ve Şirketlerin Sorumlulukları

Omer Faruk Sahin Nese Songur

156 A Review for Artificial Intelligence Solutions at E-Commerce

Field Bahadir Akin Akgul

Kemal Fidanboylu

116 Riske Maruz Değer Tahmini: Tarihi Simülasyon Uzantılarının Karşılaştırılması

Serdar Neslihanoglu

180 Artificial Intelligence-Based E-Recruitments System Abdulrahman Aljuaid Maysam Abbod


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14

Session: 2.7-A



Moderator: Özgür Yıldız

5 Estimation of incomplete precipitation data using the Adaptive

Network-based fuzzy inference system (ANFIS) approach Okan Mert Katipoğlu

86 Prediction of Soil Properties Using Fuzzy Logic Model Özgür Yıldız

112 Supplier Evaluations using Intuitionistic Fuzzy Modeling

Ayşenur Akın Vargeloğlu

M.Bahar Baskir

Hamza Gamgam

186 A Data Science Application to Compare Pre and Post Pandemic

Online Car Listing Data

Mehmet Arın Zeyneloğlu Tolga Kaplan Bekir Cetintav İsmail Kırbaş

130 Prediction of Soil Properties Using Adaptive Neuro Fuzzy

Inference System Özgür Yıldız


Session: 2.7-B




91

Güçlü ve Zayıf Tek Boyutlu Madde Havuzlarının

Bireyselleştirilmiş Bilgisayarlı Sınıflama Testi Kriterleri

Üzerindeki Etkisi

Ceylan Gündeğer

Sümeyra Soysal

88 A Comparative Study of Weka Clustering Algorithms on

Evaluation Of Students’ Performance Nur Uylaş Sati

181

Üniversite Öğrencilerinin Dondurulmuş Gıda Tüketim Sıklığının

Belirlenmesine Üzerine Bir Araştırma: Tekirdağ Namık Kemal

Üniversitesi ve Bilecik Şeyh Edebali Üniversitesi Örneği

Sercan Yildiz

Binnur Kaptan

133 Öğrencilerin Fen Okur Yazarlığı Yeterlilik Seviyelerinin Bilişim

Teknolojilerine Yönelik Görüşleri Kullanılarak Tespiti Hakan Güldal

Emrah Oğuzhan Dinçer

52 Discovering Students’ General Study Habits at Distance Education Environments with Data Mining Techniques

Ekrem Bahçekapılı


End of the day

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15

Session: 3.1-A

June 6, 2021 Sunday, 10.00-11.00 (GMT+3)


Moderator: Mustafa Cem Kasapbaşı

110 Predicting Monthly Streamflow Using a Hybrid Wavelet Neural Network: Case Study of the Çoruh River Basin

Mehmet Samil Güneş

Coşkun Parim

Doğan Yıldız

Ali Hakan Büyüklü

202 ÇBAG Tabanlı Rüzgâr Türbini Sisteminin ANFIS ve YSA ile

Kontrolü İzzet Yavuz

147 A Review on Classification of Tissues Using Convolutional Neural

Networks Feyzanur Sağlam Toprak

35 Artificial Neural Network Modeling for The Prediction of Kinetic

Parameters of Single-Stage Degrading Polymers

Gamzenur Özsin Melis Alpaslan Takan Ayşe Eren Pütün

168 Predicting Title of Given Text Using Deep Learning Methods

Using LSTM Mohamed Barre Omer Mustafa Cem Kasapbaşı


Session: 3.1-B

June 6, 2021 Sunday, 10.00-11.00 (GMT+3)


Moderator: Aslı Yeltekin

122 Transcriptional Impact of TGFβ on Epithelial-Mesenchymal

Transition Hazal Aytekin Hani Alotaibi

190 Ti6AI4V Alaşımının Atmosferik Ortamda Borlanması İçin Farklı Sıcaklık ve Sürelerin Etkisinin Araştırılması

Onur Yiğit Özger Şenol Avcı

30 Removal of Mercury II from Aqueous Solutions by Adsorption on a Natural Adsorbent

Çiğdem Öter

16 Glutatyon Redüktaz Enzimi Üzerine Pirimidin ve Bazı Türevlerinin İnhibisyon Etkilerinin İncelenmesi

Hatice Esra Duran

41 Gonad Tissue of Alburnus tarichi Fish Exposed to Fungicide

Toxicity 8- OHdG Exchange Aslı Yeltekin


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16

Session: 3.2-A

June 6, 2021 Sunday, 11.10-12.10 (GMT+3)


Moderator: Caner Özcan

22 Real-time Facial Expression Recognition Using Convolutional

Neural Network Hüseyin Gürüler Mehmet Osman Devrim

173 An Application for Automatic Image Colorization Based on Deep

Neural Networks Emre Dandıl Bilal Aral

20

Manyetik Rezonans Görüntülerinden Beyin Tümörünün

MobileNetV2 Tabanlı Derin Öğrenme Yaklaşımı ile

Sınıflandırılması

Fatih Demir

37 Süper Geniş Bantlı Antenin Uygun Maliyetli MLP Tabanlı

Modellenmesi Ahmet Uluslu

185 Elle Çizilmiş Taslak Çizimlerde Kullanıcı Arabirimi Öğelerinin

Derin Örnek Segmentasyonu Cahit Berkay Kazangirler Caner Özcan


Session: 3.2-B

June 6, 2021 Sunday, 11.10-12.10 (GMT+3)


Moderator: Tefide Kizildeniz

42 Repellent Activity of Some Plant Extracts Against Wheat

Weevil, Sitophilus Granarius L. (Coleoptera: Curculionidae) Pervin Erdoğan

51

Investigation of Inhibition Effect of Busulfan and Carfilzomib

Chemotherapeutic Drugs on Paraoxonase (PON1) Enzyme

Activity

Hakan Söyüt Yakup Ulutaş Ekrem Köksal

31 Determination of Hg (Ii) Ions In Aqueous Solutions Solid Phase

Extraction Çiğdem Öter

40 Intestinal Tissue Antioxidant Enzyme Changes of Van Fish Exposed to Pesticide Toxicity

Aslı Yeltekin

196 The Importance of Grapevine Phenological Modelling for Climate Change Adaptation

Tefide Kizildeniz


KEYNOTE SPEECH - III June 6, 2021 Sunday, 12.20-13.00 (GMT+3)


Prof. Dr. Anish Gupta

“Use of Machine Learning in Health Care”

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17

Session: 3.3-A

June 6, 2021 Sunday, 13.10-14.10 (GMT+3)


Moderator: Murat Gök

32 In Silico Analysis of the CBS Gene in Childhood Acute Lymphoblastic Leukemia

Deniz Aşlar Öner

209 Kompozisyon Moment Vektör Öznitelik Yöntemi ile Sars-Cov-2 ve İnsan Proteinleri Arasındaki Virüs-Konakçı Etkileşimlerinin İncelenmesi

Firdevs Korkut Murat Gök

97

Assesment Of Gini Index and Information Gain Classification On Predicting Substance Use Disorders Tendency Related to NOS3 (intron 4 A/B VNTR and rs1799983) and PER3 (rs57875989) Gene Variants

İnci Zaim Gökbay Yasemin Oyacı Sacide Pehlivan

151

Information Gain Classification On Predicting Substance Use

Disorders Tendency Related to Gene Variants and Methylation

Status of MB-COMT and DRD2 Gene

İnci Zaim Gökbay Yasemin Oyacı Sacide Pehlivan

210

Prediction of Anti-CoV Protein Sequences Using Machine

Learning Methods Hasibe Candan Murat Gök


Session: 3.3-B

June 6, 2021 Sunday, 13.10-14.10 (GMT+3)


Moderator: Süleyman Uzun

61 Artırılmış Gerçeklik Kütüphanelerinin Karşılaştırılması

Muhammed Eren Morkoç Esin Karan Ahmet Erdoğan Şireci Kemal Fidanboylu

153 Artırılmış Gerçeklik Teknolojisinin Navigasyon Sistemlerinde Kullanımı

Ahmet Erdoğan Şireci Esin Karan Muhammed Eren Morkoç Kemal Fidanboylu

205 Geliştirilmiş Eğricik Dönüşümü Tabanlı Yönelim Bağımsız Görüntü Erişimi ve Sınıflandırma

Mustafa Alptekin Engin Bülent Çavuşoğlu

148

Can you write the Script of Happiness Artificial Intelligence?:

Augmented Scriptwriter and the Changing Psychology of

Scriptwriting

Seçkin Sevim Bilgen Aydın Sevim

204 Analysis of Distance Metrics in Handwritten Signature Image Retrieval Using Curvelet Transform

Mustafa Alptekin Engin Selim Aras Gökhan Öztürk


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18

Session: 3.4-A

June 6, 2021 Sunday, 14.20-15.20 (GMT+3)



29 Modeling The Risk of Introducing Non-Native Species Through

Ship Hull Biofouling by Percent Cover Calculation

Adel Kacimi Abderrahmane Bouda Bilel Bensari Nour El Islam Bachari

65 Statistical Modeling of Wind Speed Along The Algerian Coast:

Application Effect of Wind on Fishing

Nour El Islam Bachari Lamri Nacef Abdelghani Nedjar

78

Small Pelagic Fish Catches in The Central Algerian Coast (Sw

Mediterranean) Combined with Satellite Observation and

Meteorological Data

Ali Lamia Nour El Islam Bachari

126 Geochemical Analysis Methodology for Studying The Sediment

Dynamics of a Beach

Karima Remmache

Nour El Islam Bachari

Fouzia Houma

141 Development Of A Land Cover Mapping Method For An Algerian

Steppe Region (Djelfa Region) Using Multispectral Remote Sensing

Saida Sadi Fateh Karim Amghar Nour El Islam Bachari


Session: 3.4-B

June 6, 2021 Sunday, 14.20-15.20 (GMT+3)


Moderator: Emrah Irmak

68 ERIC Veri Tabanında Yayımlanan Pandemi Döneminde Eğitim ile

ilgili Makalelerin Duygu Analizi Abdullatif Kaban

197 Filtering Best Models Containing Missing Covariates by Using T-

step Occam’s Window Sezgin Çiftçi

120 Evaluation of Machine Learning Based Target Detection On Hyperspectral Images

Esma Turna Selda Güney

164 Detecting Smokers Using Artificial Neural Networks Levent Civcik Osama Alkayal

39 Recent State-of-the-art Artificial Intelligence Applications of Image

Processing Methods in Medical Diagnosis Emrah Irmak


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Session: 3.5-A

June 6, 2021 Sunday, 15.30-16.30 (GMT+3)


Moderator: Ali Osman Selvi

114 Using Stock Market Indices to Forecast Crude Oil Prices by ANN Arda Hepbektaş İpek Deveci Kocakoç

89 Yapay Sinir Ağı Modeli ile Döviz Kuru Tahminlemesi Reyhan Can Hatice Işın Dizdarlar

59 Derin Öğrenme Mimari Modelleri Tabanlı Ses Duygu Durum

Sınıflandırıcı Oluşturmak İçin Bir Yazılımsal Araç

Emir Kıvrak Bahadır Karasulu Can Sözbir Atakan Türkay

109 Workload Forecasting of Warehouse Stations using Classical Time

Series Methods and XGBoost

İrem Kalafat Ahmet Deniz Yücekaya Mustafa Hekimoğlu Nilay Ay Habib Gültekin

74 Derin Öğrenme ile Yazılım Hata Tespiti Yusuf Kartal Merve Ceyhan Kemal Özkan


Session: 3.5-B

June 6, 2021 Sunday, 15.30-16.30 (GMT+3)


Moderator: Faruk Bulut

144 Using Analytical Hierarchy Process for Career Path Tio Sampurno Beni Hediyantama Ghamal Sastra Irawan

77 Bulanık AHP ve Bulanık EDAS Bütünleşik Model ile Yeni İnşa Edilecek Konut Projesi için Arsa Seçimi

Şura Toptancı Ezgi Aktaş Potur

145 Determination of Wind Power Plant Locations Using GIS Based AHP Method in Zonguldak Province

Deniz Arca Hülya Keskin Çitiroğlu

73 Parasetamol İçeren Ağrı Kesici İlaçların Bulanık AHP ve Bulanık COPRAS Bütünleşik Modeli ile Değerlendirilmesi

Ezgi Aktaş Potur Şura Toptancı

81 Forecasting of Labor Requirement for Faulty Parts of the Vehicles

Visiting the Service Stations

Mervenur Gülel Habib Gültekin Nilay Ay Ahmet Yücekaya Mustafa Hekimoğlu


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20

Session: 3.6-A

June 6, 2021 Sunday, 16.40-17.40 (GMT+3)


Moderator: Fisun Yüksel

125 PCA ile Boyutları İndirgendikten Sonra Yüksek Boyutlu Verilerin Sınıflandırması

Yıldırım Demir

121 Development of Dinçer Platform for the Integrated and Management of Big Data in the Logistics Sector

Batuhan M. Alioğlu Cemil Çelik Sinan Buğan Mustafa Temiz

75 Vergi Kaçakçılığı Tespitinde Büyük Veri Analitiği Derya Yayman

33 Comparing Different Correlation Coefficients over Large Samples Ebru Keskin Mehmet Mendeş

14 Büyük Veri ve Dijital Dönüşümün Akıllı Turizm Üzerindeki Etkileri: Güncel Eğilimler ve Uygulamalar

Gizem Gürel Dönük

Fisun Yüksel


Session: 3.6-B

June 6, 2021 Sunday, 16.40-17.40 (GMT+3)


Moderator: Elif Esra Altuner

134 Ön Yüz Tabanlı Geliştirmede Tasarım Odaklı Düşünme Yaklaşımı Ceren Yavrutürk

211 Development of Electrochemical Aptasensors That Can Determine

Phosphate Ions

Elif Esra Altuner Veli Cengiz Özalp Mahmut Deniz Yılmaz Havva Nur Tatlı

50 Particle Identification with Machine Learning Approach in High

Energy Physics Experiments Serpil Yalcin Kuzu Ayben Karasu Uysal

76 Suda Dağılmaya Karşı Duraylılık İndeksi Değerlerinin Çevrim

Sonrası Kütle Kaybı Miktarları ile Değerlendirilmesi Hüseyin Ankara Fatma Çiçek

212 Properties of Fluorescence and Electrochemical Applications in

the Determination of Schiff Bases Elif Esra Altuner Havva Nur Tatlı


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21

Session: 3.7

June 6, 2021 Sunday, 17.50-18.50 (GMT+3)



82 Veri Analiz ve Optimizasyon Yöntemleri Kullanılarak Tam Zamanında Ağ Tasarım Model Önerisi ve Çözüm Yöntemleri

Beren Gürsoy Selin Soner Kara

18 Sezgisel Bulanık Parametreli Karmaşık Çoklu-Bulanık Esnek Kümeler

Orhan Dalkılıç Naime Demirtaş

23 Elektrikli Araç Rotalama Probleminin Genetik Algoritma ile Optimizasyonu

Ayşenur Budak

6 Completion of missing temperature data using Adaptive Network-Based Fuzzy Inference System (ANFIS)

Okan Mert Katipoğlu

188 Machine Learning Methods in the Prediction of Inpatient Length of Stay

Beste Kaysı Özgür Gümüs


BREAK TIME

Session: 3.8

June 6, 2021 Sunday 19.00-20.00 (GMT+3)


Moderator: Volkan Altuntaş

53 Ekstrem Öğrenme Makinesi Yöntemleriyle Hayatta Kalma Analizi ve Bir Uygulama

Pelin Akın Yüksel Terzi

208 Aşırı Makine Öğrenmesi ile Hava Kirliliğinin Tahmini Tuba Tanyıldızı Ağır

215 Big Data AI System for Air Quality Prediction Roba Zayed Maysam Abbod

118 Sleep Apnea Detection on ECG Signals Betül Nurefşan Yaman İdil Işıklı Esener

129 Estimating The Gini Coefficient Using Machine Learning

Algorithms for OECD Countries Tuba Koç Pelin Akın

117 Comparison of Boosting Algorithms' Performances on Diabetes

Prediction Hilal Koçak Gürcan Çetin


~ End of the Conference ~ Thank You for Your Attention

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Documents

CONFERENCE PROGRAMME’21...2021/06/04 · Dorukhan Bayrak Technical Support: F.G.Korkut +905393069369 Session: 2.2-B June 5, 2021 Saturday, 11.10-12.10 (GMT+3) Click here to join