RESEARCHER
RESEARCH TITLE
RESEARCHER INFO
Bahtiar Jamili bin Zaini
UUM College of Arts and Sciences
Sains Kuantitatif
bahtiar@uum.edu.my
6324
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RESEARCH PROFILE
Scopus
Publons
ORCiD
Research Gate
Google Scholar
ACADEMIC QUALIFICATION
1
2001, Masters Sains (Statistik), Universiti Kebangsaan Malaysia, Universiti Kebangsaan Malaysia
2
1998, Bachelor Degree Sains (Matematik Industri), , Universiti Teknologi Malaysia
AWARD
1
Best Paper Award at The 2nd International Conference on Governance, Organization and Business (ICGOB, EDISAGE NETWORK, 2019, Antarabangsa
RECOGNITION
1
PANEL PENILAI,PENILAI KERTAS PERSIDANGAN,Antarabangsa,2019
2
PANEL PENILAI,PENILAI KERTAS PERSIDANGAN,Antarabangsa,2017
3
PANEL PENILAI,PENILAI JURNAL,Antarabangsa,2017
4
PANEL PENILAI,PENILAI KERTAS PERSIDANGAN,Antarabangsa,2017
5
REVIEWER,REVIEWER,Antarabangsa,2021
6
SUKAN,PEMAIN CATUR MEWAKILI UUM,Kebangsaan,2022
7
PANEL PENILAI,PENILAI JURNAL,Kebangsaan,2017
8
REVIEWER, REVIEWER,Pusat Pengajian/Jabatan,2022
9
REVIEWER,REVEIWER,Pusat Pengajian/Jabatan,2022
10
PENYELARAS KURSUS,PAKAR OBE SQQS2073,Pusat Pengajian/Jabatan,2022
11
PANEL PENILAI,CHAIRMAN,Pusat Pengajian/Jabatan,2019
AREA OF EXPERTISE
Statistical Modelling
Time Series And Spatial Analysis
Fuzzy Mathematics
RESEARCH AREA
Modeling
Fuzzy Time Series
Forecasting
OVERVIEW
I am a statistician and interested in statistical modeling and fuzzy time series modeling. Currently, I am conducting research in the stock market research area and student enrollment fuzzy time series forecasting.
PUBLICATION CHART
LIST OF PUBLICATION
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, (2023). UNIVARIATE TIME SERIES MODELS FOR FORECASTING ENERGY-WATER EFFICIENCY AT WATER TREATMENT PLANT.
European Proceedings of Social and Behavioural Sciences (ICMC2023)
, 132(), 193 - 202.
, Bahtiar Jamili bin Zaini, (2022). Entrepreneurial Behaviour among Undergraduate Students.
e-Proceedings of The 4th Young Researchers Quantitative Symposium 2022,
, (), - .
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, (2023). Forecasting Using Point-valued Time Series and Fuzzy-valued Time Series Models.
International Journal of Membrane Science and Technology
, 10(2), 244 - 250.
Rosnalini bt. Mansor, Zahayu binti Md Yusof, Bahtiar Jamili bin Zaini, (2023). TREND OF LABOR FORCE PARTICIPATION IN MALAYSIA.
International Journal of Humanities and Social Development Research
, 7(1), 170 - 116.
Bahtiar Jamili bin Zaini, Mohd Nizam bin M Sarkawi, Rosnalini bt. Mansor, Abdul Manaf bin Bohari, Mohd Adil Mustaffa, (2022). Entrepreneurial Model for Asnaf Undergraduate Students Using Structural Equation Modelling.
International Journal of Business and Management
, 6(6), 1 - 11.
Bahtiar Jamili bin Zaini, Mohd Nizam bin M Sarkawi, Rosnalini bt. Mansor, Abdul Manaf bin Bohari, Mohd Adil Mustaffa, (2022). FAKTOR DEMOGRAFI YANG MEMPENGARUHI NIAT KEUSAHAWANAN DI KALANGAN PELAJAR ASNAF IPT.
Journal of Information System and Technology Management
, 7(29), 58 - 69.
Bahtiar Jamili bin Zaini, Shamshuritawati binti Sharif, (2022). The Power of Test of Jennrich Statistic with Robust Methods in Testing the Equality of Correlation Matrices.
Mathematics and Statistics
, 10(1), 215 - 221.
Bahtiar Jamili bin Zaini, Muhammad Ridhuan Bos Bin Abdullah, Rosnalini bt. Mansor, (2021). The Application of Principal Component Analysis on Financial Analysis in Property Company.
International Journal of Research in Engineering and Science
, 9(11), 6 - 11.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, Catherine Chan May May, (2021). Medium-term Electricity Load Demand Forecasting using Holt-Winter Exponential Smoothing and SARIMA in University Campus.
International Journal of Engineering Trends and Technology
, 69(3), 165 - 171.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, (2021). Moving Holiday Effects on Forecasting Electricity Load Demand.
Productivity Management
, 26(1), 29 - 45.
Bahtiar Jamili bin Zaini, Mohd Nizam bin M Sarkawi, Rosnalini bt. Mansor, Abdul Manaf bin Bohari, Mohd Adil Mustaffa, (2021). Analysis of Factors that Influencing Attitude of Asnaf IPT Students toward Entrepreneurship.
International Journal of Zakat and Islamic Philanthrophy
, 3(1), 65 - 73.
Bahtiar Jamili bin Zaini, Zahayu binti Md Yusof, Rosnalini bt. Mansor, (2020). Constructing Motivation for Sports Activities among College Students using CB-SEM Path Model.
European Journal of Molecular and Clinical Medicine
, 7(6), 2299 - 2313.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, Zahayu binti Md Yusof, Darmesah Gabda, (2020). Undergraduate Students’ Profile based on Attitudes towards Statistics.
ASM Science Journal
, 13(Special Issue 6), 1 - 9.
Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, Norhayati binti Yusof, Mohd Nizam bin M Sarkawi, (2020). Satisfaction and Loyalty Model for University Students Based on Industrial Revolution 4.0 Management.
Talent Development and Excellence
, 12(2), 1087 - 1100.
Rosnalini bt. Mansor, Zahayu binti Md Yusof, Bahtiar Jamili bin Zaini, (2020). Financial institution’s staff satisfaction towards staff housing loan: A case study.
MANAGEMENT RESEARCH JOURNAL
, 9(1), 60 - 67.
Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, Zahayu binti Md Yusof, Darmesah Gabda, (2020). Comparison of Double Exponential Smoothing for Holt’s Method and Artificial Neural Network in Forecasting the Malaysian Banking Stock Markets.
ASM Science Journal
, 13(-), 1 - 5.
Bahtiar Jamili bin Zaini, Shamshuritawati binti Sharif, (2020). The performance of different correlation coefficient under contaminated bivariate data.
Mathematics and Statistics
, 8(2), 1 - 8.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, Mohd Nizam bin M Sarkawi, , (2020). Relative Satisfaction Index on Students’ Satisfaction towards Hostel Facilities.
Test Engineering and Management
, 82(01/02), 10757 - 10765.
Norzairiah Binti Zainuddin , Zahayu binti Md Yusof, Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, (2020). Identifying volunteers’ motivation: A factor analysis study.
Journal of Science and Mathematics Letters
, 8(1), 57 - 65.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, , Chong Shi Yee, (2019). Forecasting of Electricity Consumption and Supply for Campus University using Time Series Models.
International Journal of Supply Chain Management
, 8(5), 467 - 472.
Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, Norhayati binti Yusof, Nor Intan Saniah Binti Sulaiman, , (2019). PLS Model of Continued Intention to Use Facebook: A study on Undergraduate Students.
Journal of Advanced Research in Dynamical and Control Systems
, 11(12), 58 - 67.
Rosnalini bt. Mansor, Maznah binti Mat Kasim, Mahmod bin Othman, Bahtiar Jamili bin Zaini, Norhayati binti Yusof, (2019). FORECASTING MALAYSIA STOCK PRICE MOVEMENT USING POINT-VALUED AND FUZZY TIME SERIES MODELS.
PROCEEDING: 2ND INTERNATIONAL CONFERENCE ON GOVERNANCE, ORGANIZATION AND BUSINESS (ICGOB 2019)
, (), 11 - 17.
Rosnalini bt. Mansor, Maznah binti Mat Kasim, Mahmod bin Othman, Bahtiar Jamili bin Zaini, Norhayati binti Yusof, (2019). M-factors Fuzzy Time Series for Forecasting Stock Price Movement.
Test Engineering and Management
, 81(-), 832 - 838.
Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, Norhayati binti Yusof, Mohd Nizam bin M Sarkawi, (2019). Students Satisfaction and Loyalty Model Towards Higher Learning Institution in IR4.0 Environment.
2nd International Conference on Tourism, Technology and Business Management (ICTTBM 2019)
, (), 1 - 9.
Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, Norhayati binti Yusof, Mohd Nizam bin M Sarkawi, (2019). PLS Equation Model of Student Loyalty based on Gender in IR 4.0 Environment.
International Journal of Supply Chain Management
, 8(5), 447 - 453.
Norhayati binti Yusof, Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, (2019). A study on factors influencing student loyalty towards higher learning institution.
AIP Conference Proceedings
, 2138(020006), 020006-11 - 020006-5.
Harmila Binti Rooslee , Zahayu binti Md Yusof, Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, (2019). FACTOR ANALYSIS APPROACH ON DETERMINING FOUNDATION STUDENT’S OF UNIVERSITI UTARA MALAYSIA ATTITUDES TOWARDS VOLUNTEER MOTIVATION USING SAS EG.
International Journal of Social Sciences and Humanities Research
, 7(8), 22 - 32.
Sharmela Binti Saad , Zahayu binti Md Yusof, Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, (2019). Factor Analysis Method Using SPSS: An Analysing Of Volunteers’ Motivation.
International Journal of Social Sciences and Humanities Research
, 7(8), 13 - 21.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, Norhayati binti Yusof, (2019). Prediction stock price movement using subsethood and weighted subsethood fuzzy time series models.
AIP Conference Proceedings
, 2138(050018), 050018-1 - 050018-6.
NUR IZYAN BINTI MUSTAFA KHALID , Zahayu binti Md Yusof, Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, (2019). Happiness Perspective among Foundation Management Students in Universiti Utara Malaysia.
International Journal of Social Science and Humanities Research
, 5(3), 304 - 313.
Bahtiar Jamili bin Zaini, Rosnalini bt. Mansor, Zahayu binti Md Yusof, (2018). Relationship between Student Perception on Self-achievements and Attitudes toward Statistics: A Spearman’s Correlation Analysis.
Asian Journal of Mathematical Sciences
, 2(4), 1 - 4.
Bahtiar Jamili bin Zaini, Massudi bin Mahmuddin, (2019). Classifying Firms’ Performance Using Data Mining Approaches.
International Journal of Supply Chain Management
, 8(1), 690 - 696.
HASLINA MOHD, SHARIFAH-MASTURA SYED-MOHAMAD, Bahtiar Jamili bin Zaini, (2005). CORRELATION BETWEEN INFORMATION QUALITY, USER ACCEPTANCE AND DOCTORS'ATTITUDE OF EMR SYSTEM.
Proceedings of The 2005 International Conference on Quantitative Sciences and Its Applications
, (), - .
Zahayu binti Md Yusof, Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, (2018). Factors Affecting Foundation of Management Students’ Learning Motivation: A case study in public university.
e-PROCEEDINGSTHE 2nd ISLAMIC MANAGEMENTDEVELOPMENT CONFERENCE 2018
, (), 12 - 15.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, Zahayu binti Md Yusof, Wendy Wong, (2018). A Factor Analysis Of Students’ Attitudes Towards Statistics In Higher Learning Institution Malaysia.
Jurnal Pendidikan Sains dan matematik Malaysia
, 8(2), 1 - 9.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, Sahubar Ali Bin Mohamed Nadhar Khan, (2003). FAKTOR-FAKTOR YANG MENDORONG WANITA BEKERJA: SATU TINJAUAN DI UUM.
Seminar Kebangsaan Sains Pemutusan 2002
, (), - .
Bahtiar Jamili bin Zaini, SITI MARIYAM SHAMSUDIN, SAIFUL HAFIZAH JAAMAN, (2008). Predicting the Financial Performance of Publicly-Traded Malaysian Firms Using Rough Sets Based Feature Selection Techniques.
The ICFAI Journal of Applied Finance
, 14(6), 1 - 17.
Bahtiar Jamili bin Zaini, SITI MARIYAM SHAMSUDIN, SAIFUL HAFIZAH JAAMAN, (2008). Comparison Between Rough Set Theory and Logistic Regression for Classifying Firm's Performance.
Journal of Quality Measurement and Analysis
, 4(1), 141 - 153.
Bahtiar Jamili bin Zaini, Engku Muhammad Nazri B Engku Abu Bakar, Nor Idayu binti Mahat, (2003). Proses Hierarki Analitik dalam Proses Penilaian Pelajar Cemerlang.
International Journal of Management Studies (formerly known as Jurnal Analisis)
, 10(2), 151 - 169.
Rosnalini bt. Mansor, Bahtiar Jamili bin Zaini, Mahmod Bin Othman, Maznah binti Mat Kasim, (2018). Investigation on Effect of Interval Length in Weighted Subsethood Fuzzy Time Series.
PROCEEDING OF THE 25TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES (SKSM25): Mathematical Sciences as the Core of Intellectual Excellence
, 1974(1), 00 - 00.
RESEARCH PIE
LIST OF RESEARCH
FORECASTING THE OVERALL ENERGY-WATER EFFICIENCY IN JENUN BARU WATER TREATMENT PLANT TO OPTIMIZE ENERGY USAGE (2022), Leader, Universiti
WEIGHTED SUBSETHOOD INTUITIONISTIC FUZZY TIME SERIES TOWARDS ENERGY-WATER EFFICIENCY FOR WATER TREATMENT PLANT (2020), Member, Kpt
PEMBENTUKAN MODEL SIKAP PELAJAR ASNAF UNIVERSITI UTARA MALAYSIA (UUM) DALAM BIDANG KEUSAHAWANAN (2020), Leader, Kementerian/agensi lain
M-FACTORS FUZZY TIME SERIES FOR FORECASTING MOVING HOLIDAY ELECTRICITY LOAD DEMAND IN MALAYSIA (2019), Member, Universiti
PREDICTION STOCK PRICE MOVEMENT USING WEIGHTED SUBSETHOOD FUZZY TIME SERIES (2017), Member, Universiti
PLS PATH MODEL BUILDING: A MULTIVARIATE APPROACH ON STUDY OF STUDENT LOYALTY (2017), Member, Universiti
Prediction Of Successful Business Based On Firm's Performance Using Statistical And Data Mining Techniques (2012), Leader, Kpt
PENDEKATAN PROSES HIRARKI ANALITIK KABUR DALAM PEMILIHAN CALON JAWATAN KUASA PEMBANGUNAN PELAJAR KOLEJ KEDIAMAN (2004), Leader, Kpt
PENILAIAN PELAJAR CEMERLANG MENGGUNAKAN TEKNIK PROSES HIERARKI ANALITIK (PHA) (2002), Leader, Universiti
FAKTOR-FAKTOR YANG MENDORONG WANITA BEKERJA : SATU TINJAUAN DI UUM (2001), Member, Universiti
CONSULTATION
Year
Title
Membership
Funder
Level
Status
2013
Analisis data keputusan peperiksaan akhir semester a122
Member
Government
National
Completed
2013
Analisis data keputusan peperiksaan akhir semester a121
Member
Government
National
Completed
INTELLECTUAL PROPERTIES
Year
Reference No
IP Type
Title of Inventor (Principal Inventor/Member)
Status of IP
UNDERGRADUATE
Course Code
Course Name
QM1103
Managerial mathematics
QQS2013
Applied statistics
SQQS2013
Applied statistics
QQS3043
Multivariate analysis for business data
QS2013
Applied statistics
SQQS2073
Regression modelling
SQSX4912
Practicum
SQQS3113
Multivariate analysis
QS3133
Multivariate analysis for business data
SQQS3122
Industrial statistics project i
SQSX3912
Practicum
TX3014
Practicum
EEP1032
Personal development and character building
SQQS1013
Elementary statistics
SQQS1033
Data exploratory and generalisation
SQQS3134
Industrial statistics project ii
SQQS3043
Multivariate analysis for business data
TM1003
Introduction to mathematics management
TM1103
Mathematics for management
TM1063
Discrete mathematics
SQQS2023
Business and managerial statistics
SDG1031
Personal development and character building
SQQS3163
Forecasting methods
SQQS2063
Inferential statistics
AQ0023
Fundamental of mathematics 2
EEP2032
Living in the multi-cultural society
USQS2014
Managerial statistic
QS2103
Business and managerial statistics
POSTGRADUATE
Course Code
Course Name
SQQS5053
Applied multivariate data analysis
SUPERVISION
Matric
Name
Status
Title
828889
NUR AMALINA BINTI ZABIDI
Completed
Gender And Age Differences In Attitudes Towards The Time Management Using Multivariate Analysis
84196
Lim Wan Chin
Completed
Measuring Service Quality Using Gap Analysis