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2012 International Conference on Statistics in Science, Business and Engineering (ICSSBE 2012) Langkawi, Kedah, Malaysia 10 -12 September 2012 #IEEE IEEE Catalog Number: CFP1272S-PRT ISBN: 978-1-4673-1581-4

2012 International Conference on Statistics in Science ... · 2012InternationalConferenceon StatisticsinScience,Businessand Engineering (ICSSBE2012) Langkawi,Kedah,Malaysia 10-12September2012

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Page 1: 2012 International Conference on Statistics in Science ... · 2012InternationalConferenceon StatisticsinScience,Businessand Engineering (ICSSBE2012) Langkawi,Kedah,Malaysia 10-12September2012

2012 International Conference on

Statistics in Science, Business and

Engineering

(ICSSBE 2012)

Langkawi, Kedah, Malaysia10 -12 September 2012

#IEEE IEEE Catalog Number: CFP1272S-PRT

ISBN: 978-1-4673-1581-4

Page 2: 2012 International Conference on Statistics in Science ... · 2012InternationalConferenceon StatisticsinScience,Businessand Engineering (ICSSBE2012) Langkawi,Kedah,Malaysia 10-12September2012

Content

Page No.

A: Actuarial Science

How Will the Islamic Bank to Bear the Loss? - An Actuarial Approach to Evaluate the

Bank's Investment Income by the Case of Abandoned Housing Project

Shamsul Rijal Muhammad Sabri

1-8

Impact of the Risk Based Capital Implementation: A Case Study on an Insurance

Company in Malaysia

Norazliani Md Lazam, Fanziah Hanim Tafri and Sharifah Nazatul Shima SyedMohamedShahruddin

9-14

Estimate the Risk with Residual Service Life of Rolling Stock

Zeaneb Kaream Abood Al-Ammar

15-19

Operational Risk Measurement 20-23

Norhana Abd. Rahim and Fauziah Hanim Tafri

B: Bayesian Statistics

Hybrid State-Space Model and Adjusting Procedure Based on Bayesian Approaches 24-27

for Spatio-Temporal Rainfall Disaggregation

Suci Astutik, Nur Iriawan, Suhartono and Sutikno

Bayesian Reservoir Simulation 28-32

Sutawanir Darwis, Agiis Yodi Gnnawan, Nina Fitriyani and Rini Marwati

Model Criticism for Log-Normal Hierarchical Bayesian Models on Household 33-36

Expenditure in Indonesia

Pudji Ismartini, Setiawan, Nur Iriawan and Brodjol Sutijo Supri Ulama

C: Bioinformatics

Effects of Substrate Material and Dielectric Properties on Electromagnetic Energy 37-40

Absorption Over GSM Ejands

Nur Aisyah Husni, MohammadRashedIqbal Faruque, Mohammad TariquI Islam and

Norbahiah Misran

Classification of Breast Cancer Microarray Data Using Radial Basis Function Network 41 -44

Umi Hanim Mazlan andPuteh Saad

D: Biostatistics

On The Use of Bavesian Network Classifiers to Classify Patients with Peptic Ulcer 45-49

among Upper Gastrointestinal Bleeding Patients

Aisha Nazziwa andMohdBaleri Adam

Modification of Systematic Sampling: A Comparison With A Conventional ApproachIn Systematic Sampling

50-53

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Mohamad Adam Bitjang, Puzziawati Ab Ghani, Nur Amirah Zolkepali, Mariana

Mohamad Ali, Tassha Hilda Adrian, Sharmini Selvarajah and Jamaiyah Haniff

E: Business Research

Probing into the Issues of Outsourcing among SMEs in Malaysia 54-59

Hasliza Abdul Halim, Noor Hazlina Ahmad and T. Ramayah

Key Indicators of SWOT Analysis between Bumiputera and Non-Bumiputera 61 -65

Industrialized Building System (IBS) Contractors in Selangor

Abdul ManafAbdullah and Sulaiman Abdul Malik

F: Business Statistics

An Affective Events Theory Perspective of Emotional Labor and Intention to Quit: 66-71

Does Emotional Intelligence Count?

Magdalene Ang Chooi Hwa

A Gap Analysis to Identify the Outlier of Stocks Traded at Bursa Malaysia 72-75

Shamshuritawati Sharifand Maman. A. Djauhari

C: Consumer Satisfaction Index

A Study on Students Expectation and Preparedness Based On Entry Survey 76-79

Arfah Ahmad, Nur Ilyana Anwar Apandi, Mohd Ruzaini Hashim, Zamani Md Sani,

Hyreil Anuar Kasdirin and Siti Nurhaida Khalil

H: Data MiningOn The Computation of the Correlation Integral for Fractal Dimension Estimation 80-85

Zakiah Kalantan and Jochen Einbeck

A Probabilistic Relational Model for Keyword Extraction 86-90

Alireza Pakgohar and Mohadeseh Khalili

Using Data Mining Technique to Diagnosis Heart Disease 91-93

Lamia AbedNoor Muhammed

Comparison of Predictive Models to Predict Survival of Cardiac Surgery Patients 94-98

Hezlin Aryani Abd Rahman, Yap Bee Wah, Zuraida Khairudin and Nik Nairan

Abdullah

Regression Techniques for the Prediction of Stock Price Trend 99-103

Han Lock Siew and MdJan Nordin

Predictive Models of Prolonged Stay after Coronary Artery Bypass Surgery 104-108

Zuraida Khairudin, Harizal Hamid and Norzila Mohd

Does the use of Technical & Fundamental Analysis improve Stock Choice? : A Data 109-114

Mining Approach applied to Ihe Australian Stock Market

Carol Hargreaves and Yi Hao

I: Data WarehousingMyBl: A Business Intelligence Application Development Framework for Malaysian 115-118

Public Sector

Elia Suziana Mohamad and Ibrahim Mohamed

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J: Decision Theory and Models

On Modeling and Solving Fuzzy Mathematical ProgrammingMohamed K. Omar, Mazalna Mohd Jusoh and Mohd Omar

119-122

A Conceptual Framework for Ranking the Multiple Intelligences of People with 123-127

EpilepsyVahideh Rezaie, Tahir Ahmad, Masitmeh Khanmohammadi, Siti Rahmah Awang andNormah Maan

K: Design of ExperimentsOptimization OfWater Treatment Parameters Using Processed Moringa Oleifera As A 128-133

Natural Coagulant For Low Turbidity Water

Eman N. AH, Suleyman A. Muyibi, Md. Zahangir Alam and Hamzah M. Salleh

Statistical Design and Analysis of a Test Programme to Assess the Volatility 134-139

Characteristics of Ethanol/Gasoline Blends

Peter J. Zemroch, Chris Davenport, Mike Evans, Richard Stradling, Ken Rose, Benoit

Engelen and Steve McArragher

Robust Designs for Multivariate Generalized Linear Models With Misspecification In 140-145The Linear Predictor: A Quantile Dispersion Graphs ApproachIshapathik Das and Siuli Mukhopadhyay

L: Econometrics

The Application of Simple Errors in Variables Model on Real Data 146-149

Mandana Mohammadi, Habshah Midi, MD Sohel Rana andJayanthi Arasan

Criminometrie Analysis: Testing the Deterrence Hypothesis in Sabah 150-154

Siti Nur Zahara Hamzah and Evan Lau

M: Engineering Statistics

Ultra-Thin Polysilicon Layer Formation: Statistical Process optimization ByTaguchi's 155-157

TechniqueTijjani Adam and U. Hashim

Exploration of Sample Quantiles and Mean Speed Distributions 158-161

Nordiana Mashros, Raha Rahman andJohnnie Ben-Edigbe

Noise Variance Comparison for Linear Network Equalizer and Non-Linear Network 162-165

EqualizerHalina Hassan, Basir Saibon andNimil Na "imy Wan

Reliability Assessment of Transmission Line Fault Clearing System Using Life Data 166-171

Analysis and Reliability Block Diagram

MohdIqbal Ridwan, Bahisham Yuniis, Amim/ddin Musa and Kerk Lee Yen

Assessment of Key Factors In Attention To Pedestrian Crossing Sign 172-175

Amir MasoudRahimi, Mojtaba Kazemi andAlireza Pakgohar

Determining The Road Defects Impact On Accident Severity: Based On Vehicle

Situation After Accident, An Approach Of Logistic Regression

176-179

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Alireza Esmaeili, Mohadeseh Khalili and Alireza Pakgohar

Investigation of Breakdown Event at Merging Sections of Federal Highway 180-183

Mohd Erwan Sanik, Joewono Prasetijo and Erdaus Ideris

Mobile Broadband Networks Performance Modeling Based on Experimental Studies 184-188Wahidah Hashim, Sumayyah Dzulkifly, Nadratnl Aliah Abd Ghafar, Ahmad Fadzil

Ismail and Khaizuran Abdullah

Conceptual Framework: Semi-PSS for Sustainable Decommissioning of Offshore 189-193

Platforms in MalaysiaNa Kai Lun, Noor Amila Wan Abdullah Zawawi and Mohd Shahir Liew

N: Environmental Statistics

A Studv of Occupational Safety Hazards: Safety and Health Issues in Automotive 194-199

Industry

Siti Fairuza Hassam andKu Aziliah Ku Mahamad

Seasonal Wind Speed Distribution Analysis in West Coast of MalaysiaSiti Noratiqah M.D., Amis Asmat and S. Mansor

Parametric Distribution Approach in Hybrid Wave and Offshore Wind Energy

Potential Analysis

E.A. Azrulhisham, Samizee Abdullah, K.P. Zakaria, M.B.M. Juhari and H.M. Fainis

O: Financial EngineeringDevelopment of Financial Model Using Financial Ratios in Predicting Business 209-214

Performance of IBS Construction CompanyNorazuaniza Mohd Yunus and Sulaiman Abdul Malik

The Application of New Musyarakah Model in Islamic Banking Products 215-218

Maheran MohdJaffar, Rashidah Ismail, Hamdan Abdul Maad andAbd Aziz Samson

Examining and Validating a Bankruptcy Prediction Models in Malaysia 219-223Suzaida Bakar, Irene Ting Wei Kiong and Annuar Md Nassir

P: Financial Risk AnalysisValue-at-Risk and Conditional Value-at-Risk Estimation: A Comparative Studv of 224-228Selected Malaysian Sectorial Indices

Chan Kok Thim, MohammadNourani and Yap Voon Choong

Q: Financial Risk ManagementIslamic Options Pricing Model via Artificial Neural Network: Benchmarking To 229-234Black-Scholes

Zahrul Azmir Absl Kamanil Adzhar and Fauziah Hanim Tafri

R: ForecastingRoad Traffic Accidents Models using threshold levels of Fuzzy Linear Regression 235-239Lazim Abdullah andNurnadiah Zamri

200-204

205-208

Ensemble Method based on ANFIS-ARIMA for Rainfall PredictionSuhartono, Ria Faulina, Dwi Ayu Lusia, Bambang W. Otok, Sutikno and Heri

Kuswanto

240-243

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Ensemble Method Based on AR1MA-FFNN for Climate Forecasting

Bambang W. Otok, Dwi Ayu Lusia, Suhartono, Ria Faulina, Sutikno and Heri

Kuswanto

244-247

Estimating Cement Price Index by Regions in Peninsular Malaysia 248-251

Saadi Ahmad Kamaruddin, Nor Azitra Md Ghani andNorazan Mohamed Ramli

S: Health Statistics

Diagnosis of Response Behaviourial Patterns towards the Risk of Pandemic Flu 252-257

Influenza A (H1N1) of Urban Community Based on Rasch Measurement Model

Izni Syamsina Saari, Zamalia Mahmud and Nik Nairan Abdullah

Exploratory Data Analysis: Health Related Quality Of Life among Academicians 258-262

PerspectiveAz'lina Abdul Hadi, Norin Rahayu Shamsuddin, Nornadiah MohdRazali, Nur Niswah

Naslina MohdAzid @Maarofand Adriana Ismail

A Comparative Study of Health Related Quality of Life among Academician- A Case 263-266

Study

Nur Niswah Naslina Azid@ Maarof, Norin Rahayu Shamsuddin, Nornadiah Mohd

Razali, Az 'Una Abdul Hadi and Adriana Ismail

A Comparison of Normality Tests using SPSS, SAS and MINITAB: An Application to 267-272

Health Related Quality of Life Data

Nornadiah Mohd Razali, Norin Rahayu Shamsudin, Nur Niswah Naslina Azid@Maarof, Az 'Una Abdul Hadi and Adriana Ismail

T: Industrial Statistics

Statistical Parameter Evaluation for Swing Curves for the 1.2 urn and 1.8 um Resist 273-276

Thickness in CMOS Photolithography Process Technology

TijjaniAdam and U. Hashim

Additivity Ensures Stability of Design: Role of Orthogonal Arrays for Process 277-280

Optimization through Additive Model

Tijjani Adam and U. Hashim

U: Investment AnalysisPerformance Evaluation of Islamic Mutual Funds in Malaysia Based on Asset 281-286

Portfolios

Aida Yuzi, Shamshimah Samsuddin, Syazreen Niza Shair and MohamadHafiz Hazny

Optimal Portfolio: "Empirical Investigation of Food Industry Listed in KLSE" 287-292

Sharifah Nazatul Shima Syed M. Shahruddin, Fauziah Hanim Bt Tafri and Norazliani

MdLazam

Analysis on Net Present Value of Joint Ventures Investment Using Diminishing 293-297

Musvarakah Model

Shi Zaharah Mohd Ruslan and Maheran MohdJaffar

Does Malaysian REITS Outperform The Equity Market?

Aida Yuzi andAbdul Halim MohdNawawi

298-302

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Revisiting Markowitz's Mean Variance Analysis: A Review from Shariah Perspective 303-308

Mohamad Hafiz Hazny, Haslifah MohamadHashim@Hasim and Aida Yuzi Yusof

V: Mathematical ProgrammingApplication of Message Embedding Technique in ElGamal Elliptic Curve 309-314

CrvptosvstemMd Nizam Udin, Suhaila AbdHalim, Mohd Idris Jayes and Hailiza Kamarulhaili

W: Medical Statistics

Confounding Effects of Age, Marital Status and Treatment on The Cervical Cancer 315-320

Stages Among Malaysian Women

Zamalia Mahmud, Siti Raudhah Zainul Ariffand Saperi Sulong

Seed Point Selection for Seed-Based Region Growing in Segmenting 321-325

Mierocalcifications

Aminah Abdul Malek, Wan Eny Zarina Wan Abdul Rahman, Siti Salmah Yasiran,

Abdul Kadir Jumaat and Ummu Mardhiah Abdul Jalii

Infant Jaundice Epidemiology Investigation 326-328

Alireza Pakgohar andKobra Khajehpoor Firoozabadi

Application of Univariate Forecasting Models OfTuberclosis Cases In Kelantan 329-335

Sarimah Abdullah, Napisah Sapii, Sharina Dir and Tg Mardhiah Tg Jala!

Feed Forward Neural Networks Models for Survival Analysis 336-340

Hamid Nilsaz Dezfouli and Mohd Rizam Abu Bakar

X: Multicriteria Decision MakingOptimizing Livestock Rearing Using MCDM 341-345

Mohd Sahar Sauian and Norfarhanah Che Othman

Selecting New Lecturer Using the Analytical Hierarchy Process (AHP) 346-352

Nur Idalisa Norddin, Khalipah Ibrahim andAhmad Aziz

Rank Similarity based MADM Method Selection 353-358

Subrata Chakraborty and Chung-Hsing Yeh

Y: Official/Government Statistics

Business Tendency Statistics: A Leading Indicator in Malaysia Business Outlook 359-363

Kamarudin Mithamed

Z: Operations Research

Preliminary Timc-Fiased NFP Model for Heavy-Tailed Islamic Inheritance Data 364-369

Noraini Noordin, Adibah Shuib, Mohammad Said Zainol and Mohamed Azam

Mohamed Adil

Reliability and Failure Analysis For High Power Station Based On Operation Time 370-373

Faris Mahdi AIwan, Adam Baharum andSaad Talib Hasson

Development of Low Cost Ultrasonic Listening Device for Partial DischargeDetection: Part 11

374-377

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P. D. Abd. Aziz, M.F. Md. Salleh, F. Z. Hamidon andN. H. Mohd Yunns

Optimizing Secondary School Budget - A Case Study 378-382

Suriana Alias, Elizabeth Selvamani G. Anil, Siti Khuzaimah Soid, Zaileha MdAH and

Nurzalina Hanin

The Moderation Mediation of Effective Leadership Behaviour and Tenure on 383-387

Leadership Self-efficacy and Managerial Job Performance Relationship: A Data

Analysis Presentation

Shehu Inuwa Galoji, Fais Ahmad and Husna Johari

AA: Statistical ApplicationsAnalyzing the importance of Transportation and Financial Services Sectors Using 388-391

Economic Linkages Analysis

Mohd Sahar Sauian, Norbaizura Kamaruddin and Ruzanita Mat Rani

A Black-Seholes Model from an Information-Based Perspective by Brodv Hughston 392-396

Macrina

Mutijah, Suryo Guritno and Gimardi

A Proposal Method for Selecting Smoothing Parameter with Missing Values 397-401

Qntaiba N. NayefAl-Kazaz and MunafYousifAldahham

Applying Statistical Analysis to Qualitative Data: Student's Mother Tongue in 402-407

Mathematics Classrooms

Neo Kian Sen and Heng Buai Chin

Identifying Industrial Clusters in Malaysia 408-412

Norhayati Shuja', Yap Bee Wah and Mohd. Alias Lazim

AB: Performance Measurement

Management Capability Index of Malay SMEs 413-417

MuhammadRozi Malim, MohdSazili Shahibi andFaridah Abdul Halim

Measuring the Efficiency Of Investment Banks In Malaysia: An Application Of Data 418-423

Envelopment Analysis (PEA) ApproachNorbaizura Kamarudin, Herniza Md Tahir, MuhammadAzri Mohd and MohdFirdaus

Muhammad

The Influence of Geothermal Environment to the Quality of Porcelain Insulator: A Gap 424-427

Analysis

Nur Syahidah Yusoffand Maman Abdurachman Djauhari

Sub-Dominant Ultrametric Hierarchical Structures of NYSE 100 Stocks 428-432

Gan Siew Lee and Maman Abdurachman Djauhari

Operator Allocation in Labor-intensive Manufacturing System 433-436

Ruzanita Mat Rani and Wan Rosmanira Ismail

AC: PsychometricsA Proposed Metric Scale for Expressing Opinion 437-442

Rohana Yusoffand Roziah Mohd Janor

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Guessing-Testlet Response Model

Siow Hoo Leong, Siew Eng Ling and Rasidah Mahdi

443-446

Sample Size Guideline for Exploratory Factor Analysis When Using Small Sample: 447-451

Taking into Considerations of Different Measurement Scales

MohamadAdam Bujang, Puzziawati Ab Ghani, Shahntl Aiman Soelar andNorAizura

Zulkifli

Industrial Training Assessment of Engineering Students using Rasch Measurement 452-456

Model

Azrilah Abdul Aziz, Nuraini Khatimin, Mohd Zaidi Omar and Azami Zaharim

Total Learning Experience (TLE) of Engineering Students in Malaysia: Case Study of 457-462

UKM

Azrilah Abdul Aziz, Nuraini Khatimin, Khairul Anwar Mastor andAzami Zaharim

The Teacher Curriculum Paradigm instrument: Testing For Factorial Validity and 463-467

Invariance across Teachers Embracing Three Different Types of ParadigmLiew Yon Foi, Mohd Sahandri Gani Hamzah, Kamariah Abu Bakar andNor HayatiAlwi

AD: Quality Control/Assurance

New Control Chart for Multivariate Process

Sze Jeeu Fong, Sze San Nah andPooi Ah Hin

468-472

Using Combination Charts to Cocoa Powder Production Process Control 473-477

Lee Siaw Li and Maman A. Djauhari

Malaysia Commercial Flight Passengers' Safety (NEWS) 478-481

Norhaidah MohdAsrah and Maman Abdurachman Djauhari

AE: Queuing SystemsAn Analysis of Client Service System at an Insurance Company using Simulation 482-487

Faridah Abdul Halim, MuhammadRozi Malim andNorzariza Zulkefly

AF: Robust Statistics

Robust Bootstrap Method in Logistic Regression Model 488-493

Syaiba Balqish Ariffin andHabshah Midi

Scmidefinite Programming Methods for Min-max Robust Parameter Design 494-498

Sujay Bhatt, Siuli Mukhopadhyay, Ameer Mulla andDebraj Chakraborty

AG: SamplingA Comparison between Convenience Sampling Versus Systematic Sampling In Getting 499-503The True Parameter In A Population Explore From A Clinical Database: The Audit

Diabetes Control Management (ADCM) Registry In 2009

Mohamad Adam Bujang, Puzziawati Ab Ghani, Nur Amirah Zolkepali, Mariana

Mohamad Ali, Tassha Hilda Adnan, Sharmini Selvarajah andJamaiyah Haniff

AH: Simulation

Photovoltaic Array Modelling with P&Q Algorithm in MATLAB

F.Z. Hamidon, P.D. Abd. Aziz andN.H. Mohd Yunus

504-508

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Application of Simulation In Process Improvement of Palm Oil Mill FFB Production 509-513

Process: A Case Study

Noor-Ajian Mohd-Lair, Ching-Hui Chan, Bih-Lii Chaa and Willey Y. H. Liew

Simulation of Complex Dynamical Behaviour In Prey Predator Model

Jawdat Alebraheem and Yahya Aba-Hassan

Comparison of Conventional Measures of Skewness and Kurtosis for Small SampleSize

Sarah Yusoffand Yap Bee Wah

Dynamic Responses of Classic Spar Platforms Subjected to Long Crested Waves:

Morison Equation vs. Diffraction Theory

V.J. Kurian, C.Y. Ng and M.S. Liew

AI: Statistical ComputingRobust Regression Imputation for Analyzing Missing Data 530-533

Sohel Rana, Ahamefule Happy John andHabshah Midi

Parameter Estimation of Multivariate Geographically Weighted Regression Model 534-537

Using Matrix Laboratory

Sri Harini and Purhadi

Accuracy of Numerical Ocean Modeling for the Gulf of Thailand during Typhoon 538-540

Mtiifa

P.Praekhaow, U. W.Humphries and N.Aschariyaphotha

AJ: Statistical Education

Validation of Perceived Ability in Statistical Concepts Questionnaire (PASO) Based on 541-545

Rasch Measurement Model

Nor Zatul-Iffa Ismail, Zamalia Mahmud, Noor hide Abu Kassim and Mohammad Said

Zainol

Statistical Analysis On Students' Performance And Their Preference Of Course In 546-551

Bachelor Of Engineering Technology Programmes In Malaysian Spanish Institute.

Universiti Kuala LumpurMazwin Tan, Halina Hassan and Nunil Na 'imy Wan

AK: Statistical ModellingTensor-based Multivariate Statistical Discriminant Methods for Face Applications 552-557

Jacey-Lynn Minoi, Carlos E. Thomaz and Duncan Fyfe Gillies

Eigenvector Approach for Comparing the Probability of an Event under a Pre- 558-561

Condition with Possible Incorporation of Exposed PopulationN.C. Ganegoda

Cognitive Factors Influencing Statistical Performance Of Diploma Science Students: A 562-566

Structural Equation Model Approach

Zuraida Jaafar, Foo Kien Kheng, Haslinda Ab Malek and Rosemawati AH

514-517

518-523

524-529

Confirmatory Factor Analysis of a Measurement Model of Creative Teaching Practices 567-570

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in Design and Technology using Structural Equation ModelingRahizan M. Yasin and Nazeri Mohammad

Developing a Measurement Model of Service Quality in Skills Training Institutes 571-577

Using Confirmatory' Factor Analysis

MohdZnhdi Ibrahim, Mohd Nizam Ab Rahman and Ruhizan M. Yasin

Hitting Cubic Interpolating Polynomials to Tree Stem Mensuration Data 578-582

Noraini Abdullah andZainodin H.J.

Fatality Prediction Model for Motorcycle Accidents in Malaysia 583-588

Norashikin Nasaniddin, Wong Shaw Voon, Yap Bee Wah and MohamadAlias Lazim

Influential Data Subsets Labelling: A Fuzzy Relation Approach 589-591

Maman A. Djauhari

On The Use of GEV Distribution: A Case Study of Temperature in Malaysia 592-597

Husna B. Hasan, Norfatin B. Salam and Suraiya B. Kassim

An Empirical Study on CO? Emissions in ASEAN Countries

S. H. Tay, A. R. Shapiee and J. Labadin

Modeling the Impact of Information Technology Governance Effectiveness vising

Partial Least SquareJasber Kaur, Norshidah Mohamed andAbd. Rahman Ahlan

Estimator Based on Percentiles for Log-logistic Distribution 609-613

Ibrahim ARIK and Yeliz MERTKANTAR

On Developed Estimation Methods via Unique and Multiple Parametrization 614-616

Cigdem Giriftinoglu and Aladdin Shamilov

AL: Stochastic ModelingStochastic FluSiM for Influenza Transmission Dynamics 617-622

Wai Kiat Tan, Su Yean The andHock Lye Koh

Dengue Disease Mapping In Malaysia Based On Stochastic SIR Models in Human 623-627

Populations

Nor Azah Samat and David F. Percy

AM: Teaching and Learning Statistics

Adaptive Web-Based Learning Framework 628-633

Nor Haniza Bt Mohd Khir, Marina Ismail andNur Amalina Bt Shamsudin

AN: Time Series ModelingTwo-Level Seasonal Model Based on Hybrid AR1MA-ANF1S for Forecasting Short- 634-638

Term Electricity Load In Indonesia

Suhurtono, Indah Puspitasari, Muhammad Sjahid Akbar and MuhammadHisyam Lee

New Procedure for Determining Order of Subset Autoregressive Integrated Moving 639-643

Average (ARIMA) Based on Over-fitting ConceptTamo, Subanar, Dedi Rosadi andSuhartono

598-603

604-608

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Logarithmic Returns of Electricity Maximum Loads During Weekends and Special 644-646

Days: Malaysia Study Case

Zimna 'aim Zolkepley and Maman Abdurachman Djauhari

Spectral Analysis of Sea State Wave and Influence of Autocovariance and Smoothing 647-650

Parameters

Muhammad Zulhasri Abd Wahap, Mohd Shahir Liew and MohdNasir Abdullah

AO: Total Quality ManagementDo Knowledge Management Processes Mediate The Relationship Between TQM 651-656

Factors And Organizational Business Results?

Salina Daud