GRANT(PI & MEMBERS)

17

PUBLICATIONS

115

INDEXED PUBLICATION

81

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
4
UNIVERSITY FUND
4
TOTAL

Publications

INDEXED PUBLICATION
81
NON-INDEXED PUBLICATION
16
OTHERS PUBLICATION
18
TOTAL

Supervisions

DEGREE
0
MASTER
17
PHD
27
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
Stochastic Model based Time Series for Water Demand Forecasting
RUG OF UTM UTM Encouragement Research
2023
A NOVEL TIME-VARYING MULTIVARIATE COPULA FORECASTING APPROACH FOR CLIMATE DATA ON PADDY PRODUCTION
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2023
A Novel Design of Hybrid Polynomial Spline Estimation and GMDH Basedon Elastic Net for Streamflow Forecasting
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
AN IMPROVED GROUP METHOD OF DATA HANDLING MODEL USING EMPIRICAL MODE DECOMPOSITION AND ARTIFICIAL BEE COLONY ALGORITHM FOR FORECASTING CRIME RATES IN JOHOR BAHRU
RUG OF UTM Tier 1
2018
A New Improved Model of Least Squares Support Vector Machine for Time Series Forecasting
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2016
COMPARATIVE ANALYSIS OF PARTICLE SIZE DISTRIBUTION AND SOIL WATER RETENTION MODELS FOR MALAYSIAN SOIL
RUG OF UTM Tier 1
2015
COMPARATIVE ANALYSIS OF PARTICLE SIZE DISTRIBUTION AND SOIL WATER RETENTION MODELS FOR MALAYSIAN SOIL
RUG OF UTM Tier 1
2015
NON-STATIONARY FLOOD FREQUENCY ANALYSIS IN PENINSULAR MALAYSIS USING L-MOMENT METHOD
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2015
Topological Kriging and canonical correlation analysis for design flood prediction in ungauged catchments
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2013
A new hybridization of Group Method of Data Handling Method (GMDH)model for time series forecasting
RESEARCH UNIVERSITY GRANT Fundamental Research Grant Scheme
2013
Crude Oil Forecasting With An Improved Model Based On Wavelet Transform And GMDH
RUG OF UTM Potential Academic Staff
2013
A Novel Hybridization of Least Support Vector Machine and Cluster Analysis for stream flow forecasting
RUG OF UTM Tier 2
2012
DEVELOPMENT OF PEDOTRANSFER FUNCTIONS FOR MALAYSIAN SOILS
RUG OF UTM Encouragement Grant
2011
Regional Flood Frequency Analysis Using TL-Moments Method
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2011
REGIONAL PROBABILITY DISTRIBUTION TYPE OF PENINSULAR MALAYSIA ANNUAL STREAMFLOW BY PL-MOMENTS APPROACH
RUG OF UTM Tier 2
2011
An Improved Method Of Idenificatifying Homogeneous Regions For Regional Frequency Analysis Based On The Self-Organizing Map
UNIVERSITI TEKNOLOGI MALAYSIA Short Term
2009

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Multivariate Extension Of Raftery Copula
MATHEMATICS
Publication In Web Of Science UTM FIRST AUTHOR
2023
Prediction Of Co2 Emissions In Saudi Arabia Using Genetic Algorithms Based On Grey Model Gm (1,1)
AIP CONFERENCE PROCEEDINGS
Publication In Scopus FIRST UTM CORRESPONDING AUTHOR
2023
Forecasting Tourist Arrivals Using A Combination Of Long Short-Term Memory And Fourier Series
LECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIES BOOK SERIES
Publication In Scopus FIRST UTM CORRESPONDING AUTHOR
2023
Comparative Analysis Of Hybrid Models For Prediction Of Tourist Arrivals
AIP CONFERENCE PROCEEDINGS
Publication In Scopus UTM FIRST AUTHOR
2023
Preface: The 5th Ism International Statistical Conference (Ism-V): Statistics In The Spotlight: Navigating The New Norm
AIP CONFERENCE PROCEEDINGS
Publication In Scopus FIRST UTM CORRESPONDING AUTHOR
2023
Mitigating Infectious Disease Risks Through Non-Stationary Flood Frequency Analysis: A Case Study In Malaysia Based On Natural Disaster Reduction Strategy
GEOSPATIAL HEALTH
Publication In Web Of Science UTM FIRST AUTHOR
2023
Modelling Covid-19 Daily New Cases Using Gstar-Arima Forecasting Method: Case Study On Five Malaysian States
LECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIES
Publication In Scopus UTM FIRST AUTHOR
2023
Drought Forecasting Using W-Arima Model With Standardized Precipitation Index
JOURNAL OF WATER AND CLIMATE CHANGE
Publication In Web Of Science UTM FIRST AUTHOR
2023
Statistical Analysis On Students’ Evaluation And Students’ Final Exam Marks In Undergraduate Mathematical Courses At Universiti Teknologi Malaysia
INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN FUTURE READY LEARNING AND EDUCATION
Journal Article Non Citation-Indexed CO-AUTHOR
2022
Efficient Market Hypothesis For Malaysian Extreme Stock Return: Peaks Over A Threshold Method
MATEMATIKA
Publication In Web Of Science UTM FIRST AUTHOR
2022
Forecasting The Annual Carbon Dioxide Emissions Of Malaysia Using Lasso-Gmdh Neural Network-Based
12TH IEEE SYMPOSIUM ON COMPUTER APPLICATIONS & INDUSTRIAL ELECTRONICS (ISCAIE 2022)
Publication In Scopus INDIVIDUAL AUTHOR
2022
Streamflow Estimation At Ungauged Basin Using Modified Group Method Of Data Handling
SAINS MALAYSIANA
Publication In Web Of Science UTM FIRST AUTHOR
2021
Short-Term Co Emissions Forecasting Using MultiVariable Grey Model And Artificial Bee Colony (Abc) Algorithm Approach
LECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIES
Publication In Scopus CORRESPONDING AUTHOR
2021
Optimized Non-Linear Multivariable Grey Model For Carbon Dioxide Emissions In Malaysia
2021 INTERNATIONAL CONGRESS OF ADVANCED TECHNOLOGY AND ENGINEERING, ICOTEN 2021
Publication In Scopus UTM FIRST AUTHOR
2021
Forecasting Carbon Dioxide Emissions For Malaysia Using Grey Model With Cramer'S Rule
MALAYSIAN JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2021
Forecasting Performance Of Mixed Data Sampling (Midas) Regressions, Autoregressive Distributed Lag (Adl) Model And Hybrid Of Garch-Midas Model: A Comparative Study
JOURNAL OF MATHEMATICAL PROBLEMS, EQUATIONS AND STATISTICS
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2021

LAPORAN 'EXIT SURVEY' PELAJAR SSCE & SSCM, JABATAN SAINS MATEMATIK, FAKULTI KSAINS KOHORT KEMASUKAN 2017/2018
Clasified/Technical Report CO-AUTHOR
2021
Discussion Of "Time-Series Prediction Of Streamflows Of Malaysian Rivers Using Data-Driven Techniques" By Siraj Muhammed Pandhiani, Parveen Sihag, Ani Bin Shabri, Balraj Singh, And Quoc Bao Pham
JOURNAL IRRIGATION DRAIN ENGINEERING
Publication In Web Of Science UTM FIRST AUTHOR
2021
Handling Non-Stationary Flood Frequency Analysis Using Tl-Moments Approach For Estimation Parameter
JOURNAL OF WATER AND CLIMATE CHANGE
Publication In Web Of Science CO-AUTHOR
2020
Application Of Empirical Mode Decomposition With Wavelets Support Vector Machine In Time Series Data
INTERNATIONAL JOURNAL OF INNOVATIVE TECHNOLOGY AND EXPLORING ENGINEERING (IJITEE)
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2020
Time-Series Prediction Of Streamflows Of Malaysian Rivers Using Data-Driven Techniques
JOURNAL OF IRRIG. DRAIN ENG
Publication In Web Of Science UTM FIRST AUTHOR
2020
Malaysian Journal Of Fundamental And Applied Sciences
THE DISTRIBUTION OF EXTREME SHARE RETURN IN DIFFERENT MALAYSIAN ECONOMIC CIRCUMSTANCES
Publication In Web Of Science UTM FIRST AUTHOR
2020
Non-Stationary In Extreme Share Return: World Indices Application
ASM SCIENCE JOURNAL
Publication In Scopus UTM FIRST AUTHOR
2020
An Improved Rolling Ngbm(1,1) Forecasting Model With Grg Nonlinear Method Of Optimization For Fossil Carbon Dioxide Emissions In Malaysia And Singapore
2020 11TH IEEE CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM, ICSGRC 2020
Publication In Scopus UTM FIRST AUTHOR
2020
Forecasting Indonesia Tourist Arrivals To Malaysia Based On Nonlinear And Linear Model
JOURNAL OF CRITICAL REVIEWS
Publication In Scopus UTM FIRST AUTHOR
2020
Combining Deep Neural Network And Fourier Series For Tourist Arrivals Forecasting
IOP CONF. SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CORRESPONDING AUTHOR
2020
Pre-Processing Streamflow Data Through Singular Spectrum Analysis With Fuzzy C-Means Clustering
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Handling Non-Stationary Flood Frequency Analysis Using Tl-Moments Approach For Estimation Parameter
JOURNAL OF WATER AND CLIMATE CHANGE
Publication In Web Of Science CORRESPONDING AUTHOR
2020

LAPORAN KEMASUKAN PELAJAR FAKULTI SAINS SESI 2020/2021
Clasified/Technical Report CO-AUTHOR
2020
A Hybrid Wavelet-Arima Model For Standardized Precipitation Index Drought Forecasting.
MATEMATIKA
Publication In Web Of Science UTM FIRST AUTHOR
2020
Sains Malaysiana
TWO STAGES FITTING TECHNIQUES USING GENERALIZED LAMBDA DISTRIBUTION: APPLICATION ON MALAYSIAN FINANCIAL RETURN
Publication In Web Of Science UTM FIRST AUTHOR
2020

STATISTICAL TABLES FOR ENGINEERING AND SCIENCE STUDENTS
Original Book CO-AUTHOR
2019
A Wavelet-Arima Model For Drought Forecasting Using Spi Data
INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGY AND ADVANCED ENGINEERING
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2019
Forecasting Crude Oil Price Using Kalman Filter Based On The Reconstruction Of Modes Of Decomposition Ensemble Model
IEEE ACCESS
Publication In Web Of Science UTM FIRST AUTHOR
2019
Wavelet-Support Vector Machine For Forecasting Palm Oil Price
MALAYSIAN JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES
Publication In Web Of Science UTM FIRST AUTHOR
2019
Use Of Empirical Mode Decomposition In Improving Neural Network Forecasting Of Paddy Price
MATEMATIKA
Publication In Web Of Science CORRESPONDING AUTHOR
2019
A Genetic Algorithm-Based Grey Model Combined With Fourier Series For Forecasting Tourism Arrivals In Langkawi Island Malaysia
EMERGING TRENDS IN INTELLIGENT COMPUTING AND INFORMATICS
Book Chapter CO-AUTHOR
2019
Forecasting Asean Tourist Arrivals In Malaysia Using Different Time Series Models
INTERNATIONAL JOURNAL OF ENGINEERING AND ADVANCED TECHNOLOGY (IJEAT)
Publication In Scopus UTM FIRST AUTHOR
2019
Drought Forecasting Using Wavelet-Gmdh Model With Standardized Precipitation Index
INTERNATIONAL JOURNAL OF RECENT TECHNOLOGY AND ENGINEERING (IJRTE)
Publication In Scopus UTM FIRST AUTHOR
2019
Hari Mesra Matematik 1 Malaysia Erat Hubungan Pelajar Dan Pensyarah
UTMNEWSHUB
CO-AUTHOR
2019
Survival Camp Bentuk Jati Diri Pelajar Tahun 1 Dari Fakulti Sains
UTMNEWSHUB
CO-AUTHOR
2019
Comparison Of Singular Spectrum Analysis And Autoregressive Integrated Moving-Average Model On Forecasting Tourist Arrival To Langkawi
FINAL YEAR PROJECT PROCEEDING, 2018, JABATAN MATEMATIK UTM
Proceedings UTM FIRST AUTHOR
2018
Wavelet Transform And Autoregressive Integrated Moving Average Combination Approach In Crude Oil Prices Forecasting
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING
Journal Article Non Citation-Indexed CO-AUTHOR
2018
New Hybridization Of Empirical Mode Decomposition And Least Squares Support Vector Machine Model In Forecasting Malaysia Exchange Rates
PROCEEDING OF 2017 INTERNATIONAL CONFERENCE ON ROBOTICS, AUTOMATION AND SCIENCES, ICORAS 2017
Publication In Scopus CO-AUTHOR
2018
Group Method Of Data Handling With Artificial Bee Colony In Combining Forecasts
INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING
Publication In Scopus CO-AUTHOR
2018
Comparative Analysis Of River Flow Modelling By Using Supervised Learning Technique
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus UTM FIRST AUTHOR
2018
Forecasting Drought Using Modified Empirical Wavelet Transform-Arima With Fuzzy C-Means Clustering
INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE
Publication In Scopus CO-AUTHOR
2018
A Review Of Crude Oil Prices Forecasting Using Hybrid Method
INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE
Publication In Scopus CO-AUTHOR
2018
Crude Oil Price Forecasting By Ceemdan Based Hybrid Model Of Arima And Kalman Filter
JURNAL TEKNOLOGI
Publication In Scopus UTM FIRST AUTHOR
2018
Modelling Non-Stationary Extreme Streamflow In Peninsular Malaysia
INTERNATIONAL JOURNAL OF WATER
Publication In Scopus CORRESPONDING AUTHOR
2018
Comparison Of Drought Forecasting Using Arima, Wavelet Arima And Empirical Wavelet Transform Arima
2ND INTERNATIONAL CONFERENCE OF RELIABLE INFORMATION AND COMMUNICATION TECHNOLOGY 2017
Conference Paper CO-AUTHOR
2017
Palm Oil Price Forecasting Model: An Autoregressive Distributed Lag (Ardl) Approach
THE 3RD ISM INTERNATIONAL STATISTICAL CONFERENCE 2016 (ISM-III)
Publication In Scopus UTM FIRST AUTHOR
2017
Determining Probability Distribution For Streamflow Regions Using Partial-Moments
INTERNATIONAL JOURNAL OF ADVANCES IN SCIENCE ENGINEERING AND TECHNOLOGY
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2017
Estimating Distribution Parameters Of Annual Maximum Streamflows In Johor, Malaysia Using Tl-Moments Approach
THEORETICAL AND APPLIED CLIMATOLOGY
Publication In Web Of Science CORRESPONDING AUTHOR
2017
Tourism Forecasting Using Hybrid Modified Empirical Mode Decomposition And Neural Network
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CO-AUTHOR
2017
Comparison Between Memd-Lssvm And Memd-Arima In Forecasting Exchange Rate
JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY
Publication In Scopus CO-AUTHOR
2017
Forecasting Of Monthly Marine Fish Landings Using Artificial Neural Network
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CO-AUTHOR
2017
Tourism Forecasting Using Modified Empirical Mode Decomposition And Group Method Of Data Handling
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus CO-AUTHOR
2017
Monthly Streamflow Forecasting With Auto-Regressive Integrated Moving Average
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus CO-AUTHOR
2017
A Wavelet Support Vector Machine Combination Model For Singapore Tourist Arrival To Malaysia
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2017
Combination Model Of Empirical Mode Decomposition And Svm For River Flow Forecasting
4TH INTERNATIONAL CONFERENCE ON MATHEMATICAL SCIENCES - MATHEMATICAL SCIENCES: CHAMPIONING THE WAY IN A PROBLEM BASED AND DATA DRIVEN SOCIETY, ICMS 2016; PUTRAJAYA; MALAYSIA; 15 NOVEMBER 2016 THROUGH 17 NOVEMBER 2016;
Publication In Scopus UTM FIRST AUTHOR
2017
Wavelet Regression Model In Forecasting Crude Oil Price
THE 3RD ISM INTERNATIONAL STATISTICAL CONFERENCE 2016 (ISM-III)
Publication In Scopus UTM FIRST AUTHOR
2017
Regional Frequency Analysis Of Streamflow Based On Partial L-Moments Approach
FAR EAST JOURNAL OF MATHEMATICAL SCIENCES
Publication In Scopus UTM FIRST AUTHOR
2017
Forecasting Crude Oil Prices Using Discrete Wavelet Transform With Autoregressive Integrated Moving Average And Least Square Support Vector Machine Combination Approach
INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY
Publication In Scopus CO-AUTHOR
2017
Forecasting Crude Oil Prices Using Wavelet Arima Model Approach
2ND INTERNATIONAL CONFERENCE OF RELIABLE INFORMATION AND COMMUNICATION TECHNOLOGY 2017
Conference Paper CO-AUTHOR
2017
Regional Estimation Of Flood Quantile At Ungauged Sites
GLOBAL JOURNAL OF SCIENCE FRONTIER RESEARCH: H ENVIRONMENT & EARTH SCIENCE
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2016
Modelling And Forecasting Monthly Crude Oil Price Of Pakistan: A Comparative Study Of Arima, Garch And Arima Kalman Model
ADVANCES IN INDUSTRIAL AND APPLIED MATHEMATICS AIP CONF. PROC.
Publication In Web Of Science UTM FIRST AUTHOR
2016
Selecting Probability Distribution For Regions Of Peninsular Malaysia Streamflow
ADVANCES IN INDUSTRIAL AND APPLIED MATHEMATICS AIP CONF. PROC.
Publication In Web Of Science UTM FIRST AUTHOR
2016
Parametric Estimation Of Threeparameter Lognormal Distribution Using L-Moment And Tl-Moment Approach
ANALYSIS AND PROJECTION OF MALAYSIAN RAINFALL DISTRIBUTION
Book Chapter UTM FIRST AUTHOR
2016
Partial L-Moments For Estimation Of Generalized Extreme Value Distribution: A Case Study Of Extreme Event
ANALYSIS AND PROJECTION OF MALAYSIAN RAINFALL DISTRIBUTION
Book Chapter UTM FIRST AUTHOR
2016
Prediction At Ungauged Site With Topological Kriging And Modified Group Method Of Data Handling
JOURNAL OF ENVIRONMENTAL HYDROLOGY
Publication In Scopus UTM FIRST AUTHOR
2016
Application Of Arima And Anfis Models In Drought Forecasting
ADVANCES IN TIME SERIES FORECASTING
Book Chapter INDIVIDUAL AUTHOR
2016
Analysing Rainfall Pattern Over Peninsular Malaysia Using Principal Component And Clustering Analysis
ANALYSIS & PROJECTION OF RAINFALL DISTRIBUTION
Book Chapter CO-AUTHOR
2016
Three-Parameter Lognormal Distribution: Parametric Estimation Using L-Moment And Tl-Moment Approach
JURNAL TEKNOLOGI
Publication In Scopus UTM FIRST AUTHOR
2016
A Modified Emd-Arima Based On Clustering Analysis For Fishery Landing Forecasting
APPLIED MATHEMATICAL SCIENCES
Publication In Scopus INDIVIDUAL AUTHOR
2016
Drought Forecasting Using Hybrid Wavelet Analysis And Adaptive Neuro-Fuzzy Inference System
ADVANCES IN TIME SERIES FORECASTING
Book Chapter INDIVIDUAL AUTHOR
2016
Modelling And Forecasting Monthly Crude Oil Prices Of Pakistan: A Comparative Study Of Arima, Garch And Arima-Garch Models
SCIENCE INTERNATIONAL
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2015
A Novel Hybrid Ensemble Learning Paradigm For Tourism Forecasting
AIP CONFERENCE PROCEEDINGS
Publication In Web Of Science INDIVIDUAL AUTHOR
2015
Fishery Landing Forecasting Using Waveletbased Autoregressive Integrated Moving Average Models
MATHEMATICAL PROBLEMS IN ENGINEERING
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Empirical Mode Decomposition Coupled With Least Square Support Vector Machine For River Flow Forecasting
AIP CONFERENCE PROCEEDINGS
Publication In Scopus UTM FIRST AUTHOR
2015
Hybrid Empirical Mode Decompositionarima For Forecasting Exchange Rates
AIP CONFERENCE PROCEEDINGS
Publication In Scopus UTM FIRST AUTHOR
2015
A Hybrid Model For Stream Flow Forecasting Using Wavelet And Least Squares Support Vector Machines
JURNAL TEKNOLOGI
Publication In Scopus CORRESPONDING AUTHOR
2015
Parameter Estimation Based On Partial Lmoments Method For Censored Samples
FAR EAST JOURNAL OF MATHEMATICAL SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2015
A Hybrid Model For Monthly Time Series Forecasting
APPLIED MATHEMATICS & INFORMATION SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2015
Flood Frequency Analysis At Ungauged Site Using Group Method Of Data Handling And Canonical Correlation Analysis
MODERN APPLIED SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2015
Empirical Mode Decomposition-Least Squares Support Vector Machine Based For Water Demand Forecasting
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CORRESPONDING AUTHOR
2015
Flood Estimation At Ungauged Sites Using Group Method Of Data Handling In Peninsular Malaysia
JURNAL TEKNOLOGI
Publication In Scopus CORRESPONDING AUTHOR
2015
Time Series Forecasting By Using Hybrid Models For Monthly Streamflow Data
APPLIED MATHEMATICAL SCIENCES
Publication In Scopus UTM FIRST AUTHOR
2015
Least Square Support Vector Machines As An Alternative Method In Seasonal Time Series Forecasting
APPLIED MATHEMATICAL SCIENCES
Publication In Scopus INDIVIDUAL AUTHOR
2015
A Comparitive Analysis And Time Series Forecasting Of Monthly Stream Flow Data Using Hybrid Model
JURNAL TEKNOLOGI
Publication In Scopus UTM FIRST AUTHOR
2015
A New Approach For Water Demand Forecasting Based On Empirical Mode Decomposition
2014 8TH MALAYSIAN SOFTWARE ENGINEERING CONFERENCE (MYSEC)
Proceedings UTM FIRST AUTHOR
2014
A Hybrid Of Emd-Svm Based On Extreme Learning Machine For Crude Oil Price Forecasting
AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2014
Empirical Mode Decomposition For River Flow Forecasting
AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2014
Stream Flow Forecasting Using Principal Component Analysis And Least Square Support Vector Machine
JOURNAL OF APPLIED SCIENCE AND AGRICULTURE
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2014
H-Index,H-Type Indeces And The Role Of Corrected Quality Ratio
JOURNAL OF INFORMATION SCIENCE THEORY AND PRACTICE
Journal Article Non Citation-Indexed CO-AUTHOR
2014
Crude Oil Price Forecasting Based On Hybridizing Wavelet Multiple Linear Regression Model, Particle Swarm Optimization Techniques, And Principal Component Analysis
SCIENTIFIC WORLD JOURNAL
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Time Series Forecasting Using Least Square Support Vector Machine For Canadian Lynx Data
JURNAL TEKNOLOGI
Publication In Scopus UTM FIRST AUTHOR
2014
Daily Crude Oil Price Forecasting Model Using Arima, Generalized Autoregressive Conditional Heteroscedastic And Support Vector Machines
AMERICAN JOURNAL OF APPLIED SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2014
Streamflow Estimation At Ungauged Site Using Wavelet Group Method Of Data Handling In Peninsular Malaysia
INTERNATIONAL JOURNAL OF MATHEMATICAL ANALYSIS
Publication In Scopus CORRESPONDING AUTHOR
2014
A Hybrid Wavelet Analysis And Adaptive Neuro-Fuzzy Inference System For Drought Forecasting
APPLIED MATHEMATICAL SCIENCES
Publication In Scopus INDIVIDUAL AUTHOR
2014
A Hybrid Gmdh And Box-Jenkins Models In Time Series Forecasting
APPLIED MATHEMATICAL SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2014
Hybrid Empirical Mode Decomposition-Arima For Forecasting Price Of Rice
APPLIED MATHEMATICAL SCIENCES
Publication In Scopus CORRESPONDING AUTHOR
2014
Daily Crude Oil Price Forecasting Using Hybridizing Wavelet And Artificial Neural Network Model
Mathematical Problems in Engineering
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Regional Flood Frequency Analysis For Southwest Peninsular Malaysia By Lq-Moments
JOURNAL OF FLOOD RISK MANAGEMENT
Publication In Web Of Science UTM FIRST AUTHOR
2013
Hydrological Behaviour Of A Drained Agricultural Peat Catchment In The Tropics. 2: Time Series Transfer Function Modelling Approach.
HYDROLOGICAL SCIENCES JOURNAL
Publication In Web Of Science CO-AUTHOR
2013
Analisis Frekuensi Banjir Di Johor
Seminar Kebangsaan Matematik & Masyarakat 2008
Conference Paper INDIVIDUAL AUTHOR
2008
Rice Yields Time Series Forecasting Using A Hybrid Arima And Neural Network Model
Seminar Kebangsaan Matematik & Masyarakat 2008
Conference Paper INDIVIDUAL AUTHOR
2008
A Hybrid Arima And Neural Network For Yields Prediction
Advances in Artificial Intelligence Applications
Book Chapter INDIVIDUAL AUTHOR
2008
Pengujian Statistik Anderson-Darling Bagi Taburan Nilai Ekstrim Teritlak
Jurnal Matematika
Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR
2008
Penjelmaan Box-Cox Dan Penggunaannya Dalam Analisis Frekuensi Banjir (Box-Cox Transform And Its Application In Flood Frequency Analysis)
Matematika
Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR
2008
Kaedah Penganggar Parameter Alternatif Bagi Taburan Nilai Ekstrim Teritlak
Matematika
Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR
2007
Pengujian Kesesuaian Taburan Normal Berdasarkan Statistik Cramer-Von Mises.
Sains Malaysiana
Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR
2007
Lq-Moments For Statistical Analysis Of Extreme Events
Journal of Modern Applied Statistical Methods
Publication In Scopus INDIVIDUAL AUTHOR
2007
Test Of Suitability Of Normal Distribution Based On Cramer-Von Mises Statistics | [Pengujian Kesesuaian Taburan Normal Berdasarkan Statistik Cramer-Von Mises]
Sains Malaysiana Journals
Publication In Scopus INDIVIDUAL AUTHOR
2007
Lq-Moment: Application To The Generalized Extreme Value 
Journal of Applied Sciences
Publication In Scopus INDIVIDUAL AUTHOR
2007

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name Grant Register No. IP Level IP Category
UDITO AIDE - LEARNING APPLICATION FOR HEARING-IMPAIRED PRIMARY STUDENTS LY2019007369 NATIONAL COPYRIGHT
HYBRID EMPIRICAL MODE DECOMPOSITION-LEAST SQUARE SUPPORT VECTOR MACHINE FOR FORECASTING BRENT CRUDE OIL PRICE LY2020004209 NATIONAL COPYRIGHT
APLIKASI CEPAT BELAJAR JAWI MENGGUNAKAN KAEDAH FONIK LY2019007376 NATIONAL COPYRIGHT
MODIFIED GROUP METHOD OF DATA HANDLING LY2018006372 NATIONAL COPYRIGHT
FORECASTING EXCHANGE RATE USING MODIFIED EMPIRICAL MODE DECOMPOSITION WITH PERMUTATION DISTRIBUTION CLUSTERING LY2019002179 NATIONAL COPYRIGHT
ESTIMATING DISTRIBUTION PARAMETERS OF EXTREME EVENT USING TL-MOMENT METHOD LY2018006348 NATIONAL COPYRIGHT
RAUDATUL IMAN TAHFEEZ SCHOOL STUDENT MANAGEMENT SYSTEM LY2018006219 NATIONAL COPYRIGHT
MOMMY NOTEBOOK: KIDS HEALTH MOBILE APPLICATION LY2019002171 NATIONAL COPYRIGHT
MOBILE MOSQUE COMPANION APPLICATION KAKIMASJID LY2018006288 NATIONAL COPYRIGHT
HYPERTENSION DIET HEALTHCARE MOBILE APPLICATION LY2018006206 NATIONAL COPYRIGHT
E-PRACTICAL APP: MOBILE BASED INDUSTRIAL TRAINING LY2018006144 NATIONAL COPYRIGHT
OUHFAB WEBSITE - ONE STOP PORTAL FOR DISABLED PEOPLE LY2019002148 NATIONAL COPYRIGHT
APLIKASI PANDUAN PENGURUSAN AKTIVITI PELAJAR HAL EHWAL PELAJAR NATIONAL COPYRIGHT
STATISTICAL TABLE FOR ENGINEERING AND SCIENCE STUDENTS LY2019004735 NATIONAL COPYRIGHT
IMPROVING ARIMA BY USING THE OPTIMAL FRACTIONAL ORDER ACCUMULATION GENERATING OPERATOR TO FORECAST SHORT-TERM DATA NATIONAL COPYRIGHT
THE IMPROVED GM(1,N) MODEL WITH OPTIMAL FRACTIONAL ORDER ACCUMULATION GENERATING OPERATOR NATIONAL COPYRIGHT
NON-STATIONARY GENERALIZED LAMBDA DISTRIBUTION (NS-GLD) MODELS FOR EXTREME ASSET RETURNS LY2020007151 NATIONAL COPYRIGHT
UTM RECREATIONAL FOREST BOOKING SYSTEM LY2020006137 NATIONAL COPYRIGHT
UMRAH AND TRAVEL SYSTEM FOR ABNASH RESOURCES (M) SDN BHD LY2021W01169 NATIONAL COPYRIGHT
TRAINING AND CONSULTANCY MANAGEMENT SYSTEM LY2020007309 NATIONAL COPYRIGHT
EVENT MANAGEMENT SYSTEM LY2021W01170 NATIONAL COPYRIGHT
I–LEARN AND MEMORIZE QUR’AN (I-LAMQU) FOR BEGINNERS LY2020006140 NATIONAL COPYRIGHT
MODELLING NON-STATIONARY GEV MODEL USING TL-MOMENTS METHOD NATIONAL COPYRIGHT
MULTIVARIABLE GREY MODEL USING LASSO ALGORITHM APPROACH LY2020006129 NATIONAL COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
ZAHRAHTUL AMANI BT ZAKARIA
FLOOD FREQUENCY ANALYSIS USING PL-MOMENTS APPROACH
PHD GRADUATED SUPERVISOR 2013
SHUHAIDA BINTI ISMAIL
EMPIRICAL MODE DECOMPOSITION WITH LEAST SQUARE SUPPORT VECTOR MACHINE MODEL FOR RIVER FLOW FORECASTING
PHD GRADUATED SUPERVISOR 2015
RANA ABDULLAH AHMED
A NEW EMPIRICAL MODE DECOMPOSITION BASED FORECASTING TECHNIQUES FOR CRUDE OIL SPOT PRICES
PHD GRADUATED SUPERVISOR 2015
SIRAJ MUHAMMED PANDHIANI
THREE LAYER WAVELET BASED MODELLING FOR RIVER FLOW
PHD GRADUATED SUPERVISOR 2016
BASRI BIN BADYALINA
MODIFIED GROUP METHOD OF DATA HANDLING FOR FLOOD QUANTILE PREDICTION
PHD GRADUATED SUPERVISOR 2017
MUHAMMAD AAMIR
CRUDE OIL PRICE FORECASTING BASED ON THE RECONSTRUCTION OF IMFS OF DECOMPOSITION ENSEMBLE MODEL WITH ARIMA AND FFNN MODELS
PHD GRADUATED SUPERVISOR 2018
RAFIDAH BINTI ALI
HYBRID OF EMPIRICAL MODE DECOMPOSITION AND WAVELET SUPPORT VECTOR MACHINE MODEL FOR ASEAN TOURIST ARRIVAL DATA
PHD GRADUATED SUPERVISOR 2020
NUR AMALINA BINTI MAT JAN
PARAMETER ESTIMATION METHODS FOR NON-STATIONARY DATA USING L-MOMENTS AND TL-MOMENTS APPROACHES
PHD GRADUATED SUPERVISOR 2021
ALFA MOHAMMED SALISU
COMBINED FORECAST MODEL INVOLVING WAVELET-GROUP METHODS OF DATA HANDLING FOR DROUGHT FORECASTING
PHD GRADUATED SUPERVISOR 2021
MUHAMMAD FADHIL BIN MARSANI
MODELLING OF NON-STATIONARITY IN EXTREME SHARE RETURNS
PHD GRADUATED SUPERVISOR 2021
MUSA BAWA USMAN

PHD CROSS CAMPUS SUPERVISOR
PUNG YEAN PING
A HYBRID OF BEKK GARCH WITH NEURAL NETWORK FOR MODELING AND FORECASTING TIME SERIES
PHD GRADUATED CO-SUPERVISOR 2021
MOHD FAHMI BIN ABDUL HAMID
PROPOSED HYBRID MODEL FOR IMPROVEMENT OF PALM OIL PRICE FORECAST IN MALAYSIA
PHD GRADUATED SUPERVISOR 2023
MOHD HELMIE BIN HAMID
KERNEL ENSEMBLE WAVELET GAUSSIAN PROCESS REGRESSION IN FORECASTING CRUDE OIL PRICE SERIES
PHD GRADUATED SUPERVISOR 2023
ABDULSALAM ELNAEEM BALILA ELNAEEM
ELECTRICITY CONSUMPTION FORECASTING USING ARIMA AND SVM MODELS BASED ON RECONSTRUCTION APPROACH.
PHD ON GOING SUPERVISOR
SITI NABILAH SYUHADA BINTI ABDULLAH
GENERALISED SPACE-TIME AUTOREGRESSIVE HYBRID RESIDUAL MODELLING WITH FOURIER SERIES
PHD ON GOING SUPERVISOR
REZA REZAIY
ENHANCING DROUGHT PREDICTION ACCURACY THROUGH INTEGRATED WAVELET AND EEMD TECHNIQUES IN ARIMA AND SVM MODELS  
PHD ON GOING SUPERVISOR
BASIRU YUSUF

PHD ON GOING SUPERVISOR
TARIQ SAALI
MULTIVARIATE EXTENSIONS OF RAFTERY COPULA
PHD ON GOING SUPERVISOR
ABANG MOHAMMAD HUDZAIFAH BIN ABANG SHAKAWI
HYBRID AUTOREGRESSIVE INTEGRATED MOVING AVERAGE GENERALIZED AUTOREGRESSIVE CONDITIONAL HETEROSKEDASTICITY AND LONG SHORT-TERM MEMORY MODEL FOR PREDICTING STOCK PRICE
PHD ON GOING SUPERVISOR
NUR RAFIQAH BT ABDUL RAZIF
LOAD FORECASTING BASED ON FOURIER RESIDUAL MODIFICATION APPROACH WITH HYBRIDIZATION OF EMPIRICAL MODE DECOMPOSITION AND GROUP METHOD OF DATA HANDLING  
PHD ON GOING SUPERVISOR
ASSIF SHAMIM BIN MUSTAFFA @ SULAIMAN
A HYBRID FRACTIONAL ACCUMULATED MULTIVARIABLE GREY MODEL FOR CARBON DIOXIDE IN ASEAN  
PHD ON GOING SUPERVISOR
AZWANIZA BINTI POHARAN
STANDARDIZED PRECIPITATION INDEX FORECASTING USING NEW ENSEMBLE WAVELET PARTICLE SWARM OPTIMIZATION GROUP METHOD OF DATA HANDLING MODEL
PHD ON GOING SUPERVISOR
ALTHOBAITI ZAHRAH FAYEZ M
FORECASTING SHORT-TERM SEASONAL ELECTRICITY CONSUMPTION    USING A DATA GROUPING APPROACH BASED GREY MODELLING
PHD ON GOING SUPERVISOR
HASLINA BINTI KAMALUDIN
A COMPARATIVE STUDY ON FORECASTING RICE YIELD TIME SERIES ANALYSIS AND NEURAL NETWORKS
MASTER FAIL AND DISMISSAL SUPERVISOR
SHUHAIDA BINTI ISMAIL
RIVER FLOW FORECASTING USING EMPIRICAL MODE DECOMPOSITION COUPLE WITH KPCA AND LSSVM
MASTER GRADUATED SUPERVISOR 2011
UMMI NADIAH @ ROZANA BINTI AHMAD
FLOOD FREQUENCY ANALYSIS USING TRIMMED L – MOMENTS APPROACH
MASTER GRADUATED SUPERVISOR 2012
NADIRA BTE MOHAMED ISA
A HYBRID GROUP METHOD OF DATA HANDLING WITH DISCRETE WAVELET TRANSFORM FOR RIVER FLOW FORECASTING
MASTER GRADUATED SUPERVISOR 2012
NUR HAMIZAH BINTI ABDUL GHANI

MASTER GRADUATED SUPERVISOR 2012
ALFA MOHAMMED SALISU
WAVELET-GROUP METHODS OF DATA HANDLING FOR DROUGHT FORECASTING
MASTER GRADUATED SUPERVISOR 2013
ZUNNA`AIM BIN ZOLKEPLEY
GEOMETRIC BROWNIAN MOTION APPROACHES FOR MODELLING DAILY MAXIMUM ELECTRICITY LOAD DEMAND IN PENINSULAR MALAYSIA
MASTER GRADUATED CO-SUPERVISOR 2013
BASRI BIN BADYALINA

MASTER GRADUATED SUPERVISOR 2013
NUR SHAHIDAH BINTI ROSELAN
FLOOD FREQUANCY ANALYSIS AT UNGAUGED SITE IN PENINSULAR MALAYSIA USING LEAST SQUARE SUPPORT VECTOR MACHINE
MASTER GRADUATED SUPERVISOR 2014
NUR AMALINA BINTI MAT JAN
NON-STATIONARY FLOOD FREQUENCY ANALYSIS IN PENINSULAR MALAYSIA USING L-MOMENT AND TL-MOMENT METHOD.
MASTER GRADUATED SUPERVISOR 2014
NUR XELIDA BINTI MOHAMED
FORECASTING TOURIST ARRIVAL TO MALAYSIA WITH AN IMPROVED MODEL BASED ON WAVELET TRANSFORM AND SARIMA MODEL
MASTER GRADUATED SUPERVISOR 2014
ABANG MOHAMMAD HUDZAIFAH BIN ABANG SHAKAWI
HYBRID AUTOREGRESSIVE INTEGRATED MOVING AVERAGE GENERALIZED AUTOREGRESSIVE CONDITIONAL HETEROSKEDASTICITY AND LONG SHORT-TERM MEMORY MODEL FOR PREDICTING STOCK PRICE
MASTER GRADUATED SUPERVISOR 2014
MOHAMAD AIMAN BIN ZAINUDDIN
THE NUMERICAL STUDY ON DRAG REDUCTION FOR GRID-FIN CONFIGURATION
MASTER GRADUATED SUPERVISOR 2015
NURHAZIYATUL ADAWIYAH BINTI YAHYA
COMBINING GROUP METHOD OF DATA HANDLING MODELS USING ARTIFICIAL BEE COLONY ALGORITHM FOR TIME SERIES FORECASTING
MASTER GRADUATED CO-SUPERVISOR 2019
NAJAH BINTI MOHD NASIR
HYBRID FUZZY C-MEANS AND SINGULAR SPECTRUM ANALYSIS FOR STREAMFLOW FORECASTING
MASTER GRADUATED CO-SUPERVISOR 2020
MUHAMMAD AKRAM BIN SHAARI
FORECASTING MODELS FOR DROUGHT INDEX USING EMPIRICAL WAVELET TRANSFORM AND STOCHASTIC RECONSTRUCTION APPROACH
MASTER GRADUATED CO-SUPERVISOR 2021