RESEARCHER
RESEARCH TITLE
RESEARCHER INFO
Dr.
Rosnalini bt. Mansor
UUM College of Arts and Sciences
Sains Kuantitatif
rosnalini@uum.edu.my
6335
Download CV
RESEARCH PROFILE
Scopus
Publons
ORCiD
Research Gate
Google Scholar
ACADEMIC QUALIFICATION
1
2021, PhD Statistik, , Universiti Utara Malaysia
2
2001, Masters Sains, Universiti Kebangsaan Malaysia, Universiti Kebangsaan Malaysia
3
2000, Bachelor Degree Sains (Statistik), , Universiti Kebangsaan Malaysia
AWARD
1
Best Paper Award, EDUSAGE NETWORK, 2019, Antarabangsa
2
Anugerah Perkhidmatan Cemerlang, UUM, 2016, Universiti
3
Gangsa, International Innovation, Design and Articulation (i-DeA 2014), 2014, Antarabangsa
4
Anugerah Perkhidmatan Cemerlang, UUM, 2004, Universiti
RECOGNITION
1
PANEL PENILAI, ,Antarabangsa,2021
2
PENILAI ARTIKEL,Penilai artikel Conference dan SCOPUS Proceeding,Antarabangsa,2022
3
PENILAI ARTIKEL,Penilai Artikel Conference dan Scopus Proceeding,Antarabangsa,2022
4
PENILAI ARTIKEL,Penilai artikel Conference dan journal publication,Antarabangsa,2022
5
PENILAI ARTIKEL,Penilai Artikel Conference dan SCOPUS Proceeding,Antarabangsa,2022
6
PANEL PENILAI,penilai kertas kerja (ID paper: 44),Antarabangsa,2019
7
PANEL PENILAI,penilai artikel ( Id Paper: 74),Antarabangsa,2020
8
STATISTIK,Reviewer,Antarabangsa,2021
9
PENILAI GERAN PENYELIDIKAN, Penilai Proposal FRGS,Pusat Pengajian/Jabatan,2022
10
PENILAI GERAN PENYELIDIKAN,Penilai proposal FRGS,Pusat Pengajian/Jabatan,2022
AREA OF EXPERTISE
Time Series And Spatial Analysis
Fuzzy Mathematics
Visualisation, Prediction And Monitoring
RESEARCH AREA
Forecasting
Fuzzy Time Series
Modelling
OVERVIEW
I'm a statistician and interested in modeling and Fuzzy Time Series Research area. Currently, I'm conducting researches in Fuzzy time Series in Electricity Load Demand Forecasting and students enrollment 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.
Tee Huey Yin , Rosnalini bt. Mansor, (2024). FORECASTING RAINFALL VOLUME IN SELANGOR WITH A COMBINED ARIMA MODEL.
Journal of Computational Innovation and Analytics
, 3(1), 83 - 103.
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.
Md. Abdul Kafi, Mohamad Ghozali Bin Hassan, Shafini Binti Mohd Shafie, Rosnalini bt. Mansor, Fatimah Azzahraa' Binti Mohd Sobri, Nik Mohd Haikal Mohamad Shafie, (2022). Designing an Energy Management System (EMS) in the University’s context: A case study from Universiti Utara Malaysia.
Proceeding of the 1st Malaysia Sustainable University Network National Conference 2022 (MySUN 2022)
, (), - .
SHAHIDAH BINTI OTHMAN , Rosnalini bt. Mansor, (2022). A Comparison of Chen and Cheng Fuzzy Time Series Methods in Energy-Water Efficiency Forecasting at Water Treatment Plant.
AIP Conference Proceedings
, 2472(), 050021-1 - 050021-7.
SHAHIDAH BINTI OTHMAN , Rosnalini bt. Mansor, Fakhrurazi Ahmad, (2022). Weighted Subsethood Fuzzy Time Series towards Energy-Water Efficiency for Water Treatment Plant.
ENVIRONMENT AND ECOLOGY RESEARCH
, 10(2), 182 - 192.
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.
Rosnalini bt. Mansor, Maznah binti Mat Kasim, Mahmod Othman, (2020). Weighted Subsethood Segmented Fuzzy Time Series for Moving Holiday Electricity Load Demand Forecasting.
Journal of Advanced Research in Dynamical and Control Systems
, 12(special issue-02), 686 - 700.
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.
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.
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
, (), - .
Muhammad Bin Mat Yusof, Ruzelan Bin Khalid, Mohamad Shukri Bin Abdul Hamid, Rosnalini bt. Mansor, Tajularipin Sulaiman, (2018). Modelling The Effect of Changing Point Systems to Teams' Competition Standing in A Malaysian Soccer Super League.
Journal of Physics: Conference Series
, 1020(), 1 - 6.
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.
Ang Chooi Leng, Rosnalini bt. Mansor, (2004). Selection Practices for Managerial Personnel in the Global Job Market.
Seminar kebangsaan Sosio-Ekonomi dan IT ke-2
, 2(), 359 - 364.
Rosnalini bt. Mansor, Mahmod bin Othman , Maznah binti Mat Kasim, (2017). Fuzzy Reasoning Based Time Series Forecasting Using Weighted Subsethood Model.
Advanced Science Letters
, 23(9), 9094 - 9097.
Muhammad Bin Mat Yusof, Ruzelan Bin Khalid, Tajularipin sulaiman, Mohamad Shukri Bin Abdul Hamid, Rosnalini bt. Mansor, Nurzahidah binti Che Rosli , (2017). E-compare of Soccer Tournament Structures.
International Review of Management and Marketing
, 6(8 Special Issue), 294 - 298.
Rosnalini bt. Mansor, Maznah binti Mat Kasim, Mahmod bin Othman , (2016). A Weighted Subsethood Mamdani Fuzzy Rules Based System Rule Extraction (MFRBS-WSBA) for Forecasting Electricity Load Demand – A Framework.
Journal of Telecommunication, Electronic and Computer Engineering
, 8(8), 97 - 102.
Suzilah bt. Ismail, Malina binti Zulkifli, Rosnalini bt. Mansor, Muhammad Bin Mat Yusof, Mohd isfahani Ismail, (2016). The Role of Exploratory Data Analysis (EDA) in Electricity Forecasting.
Pertanika Journal of Social Science and Humanities
, 24(8), 111 - 118.
RESEARCH PIE
LIST OF RESEARCH
GREENING UUM: A FEASIBILITY STUDY FOR ACHIEVING EMGS CERTIFICATION THROUGH ENERGY MANAGEMENT IMPLEMENTATION FRAMEWORK (2023), Next Appointed Leader, Universiti
FORECASTING THE OVERALL ENERGY-WATER EFFICIENCY IN JENUN BARU WATER TREATMENT PLANT TO OPTIMIZE ENERGY USAGE (2022), Member, Universiti
E-Commerce Forecasting for Management Planning of KXP Air Cargo (2021), Member, Universiti
WEIGHTED SUBSETHOOD INTUITIONISTIC FUZZY TIME SERIES TOWARDS ENERGY-WATER EFFICIENCY FOR WATER TREATMENT PLANT (2020), Leader, Kpt
PEMBENTUKAN MODEL SIKAP PELAJAR ASNAF UNIVERSITI UTARA MALAYSIA (UUM) DALAM BIDANG KEUSAHAWANAN (2020), Member, Kementerian/agensi lain
M-FACTORS FUZZY TIME SERIES FOR FORECASTING MOVING HOLIDAY ELECTRICITY LOAD DEMAND IN MALAYSIA (2019), Leader, Universiti
PREDICTION STOCK PRICE MOVEMENT USING WEIGHTED SUBSETHOOD FUZZY TIME SERIES (2017), Leader, Universiti
PLS PATH MODEL BUILDING: A MULTIVARIATE APPROACH ON STUDY OF STUDENT LOYALTY (2017), Member, Universiti
DEVELOPING A STATISTICAL MATCH PREDICTION SYSTEM TO EVALUATE THE STRUCTURE OF SOCCER TOURNAMENT (2014), Member, Kpt
Optimal Fuzzy Approach For Forecasting Electricity Load Demand In Malaysia (2012), Leader, Universiti
PENDEKATAN PROSES HIRARKI ANALITIK KABUR DALAM PEMILIHAN CALON JAWATAN KUASA PEMBANGUNAN PELAJAR KOLEJ KEDIAMAN (2004), Member, Kpt
ATRIBUT STAF PENGURUSAN DI PASARAN KERJA GLOBAL (2003), Member, Kpt
FAKTOR-FAKTOR YANG MENDORONG WANITA BEKERJA : SATU TINJAUAN DI UUM (2001), Leader, 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
2014
20150011
Copyright
Fuzzy Approach Performance of Short -Term Electricity Load Forecasting in Malaysia
- (
PRINCIPAL INVENTOR
)
FILED
UNDERGRADUATE
Course Code
Course Name
QQS1013
Elementary statistics
SQQS3122
Industrial statistics project i
SQQS3163
Forecasting methods
SQSX3912
Practicum
SQSX4912
Practicum
SQQS3134
Industrial statistics project ii
SQQS2063
Inferential statistics
QM1003
Introduction to managerial mathematics
SQQS1013
Elementary statistics
QQS3033
Business forecasting
QQS2013
Applied statistics
QQS3063
Statistical quality improvement
AQ0023
Fundamental of mathematics 2
SQQS2043
Multiple regression analysis in business
QS2103
Business and managerial statistics
SQQS2023
Business and managerial statistics
QS1013
Elementary statistics
QS2013
Applied statistics
SDG1011
High touch communication
EEP2032
Living in the multi-cultural society
SDG1031
Personal development and character building
TS2103
Business and managerial statistics
TM1003
Introduction to mathematics management
SQQS3033
Business forecasting
TM1103
Mathematics for management
EEP1032
Personal development and character building
POSTGRADUATE
Course Code
Course Name
SUPERVISION
Matric
Name
Status
Title
828090
SHAHIDAH BINTI OTHMAN
Not Active
Fuzzy Time Series Forecasting for Energy Efficiency in Water Treatment Plant
828263
Tee Huey Yin
Completed
Forecasting Rainfall Volume in Selangor with Time Series model for flash flood management.