UTM Scholar : DR. RUHAIDAH BINTI SAMSUDIN

GRANT(PI & MEMBERS)

24

PUBLICATIONS

56

INDEXED PUBLICATION

33

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

MASTER

PHD

TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name	Year
Improved The Identification of Human-Object Interactions via The Interactivity Recognition Graph Neural Network (IR-GNN) Model RUG OF UTM UTM Encouragement Research	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
A New Cooperative Co-Evolutionary Particle Swarm Optimization Algorithm Solving Multi-Deport Vehicle Routing Problem 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
DOMAIN MODELING BASED ON SIGNIFICANCE WEIGHT OF DOMAIN KNOWLEDGE CONCEPT FOR ADAPTIVE E-LEARNING RUG OF UTM Tier 2	2016
A New Improved Model of Least Squares Support Vector Machine for Time Series Forecasting MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2016
A new hybridization of Group Method of Data Handling Method (GMDH)model for time series forecasting RESEARCH UNIVERSITY GRANT Fundamental Research Grant Scheme	2013
Topological Kriging and canonical correlation analysis for design flood prediction in ungauged catchments MINISTRY OF EDUCATION 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
REGIONAL PROBABILITY DISTRIBUTION TYPE OF PENINSULAR MALAYSIA ANNUAL STREAMFLOW BY PL-MOMENTS APPROACH RUG OF UTM Tier 2	2011
The Development Of Clustering System For Rice Yield Prediction In Precision Farming Using Machine Learning Techniques MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2009
The Development of Semantic Meta-Database: An ontology Based Semantic Integration of Biological Databases MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2001
A Study on Information Extraction from Heterogeneous, Distributed and Autonomous DNA Database Using Antology-Based Agent Short Term	2000

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name	Year
Investigating The Effectiveness Of Learning Data Structure And Algorithm (Dsa) Programming Using Augmented Reality JOURNAL OF ADVANCED RESEARCH IN APPLIED SCIENCES AND ENGINEERING TECHNOLOGY Publication In Scopus CO-AUTHOR	2024
Graph-Based Extractive Text Summarization Method For Hausa Text PLOS ONE 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 CO-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 CO-AUTHOR	2023
Rainfall Forecasting Using The Group Method Of Data Handling Model: A Case Study Of Sarawak, Malaysia LECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIES Publication In Web Of Science CO-AUTHOR	2022
Automatic Construction Of Generic Stop Words List For Hausa Text INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus CORRESPONDING AUTHOR	2022
Graph-Based Extractive Text Summarization Models: A Systematic Review JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT Publication In Scopus UTM FIRST AUTHOR	2022
Car Rental System UTM COMPUTING PROCEEDINGS Proceedings UTM FIRST AUTHOR	2022
Furniture Management System UTM COMPUTING PROCEEDINGS Proceedings UTM FIRST AUTHOR	2022
Supporting Kolej Tun Dr Ismail (Ktdi) Residents Evaluation With Kolej Tun Dr Ismail (Ktdi) College Merit System UTM COMPUTING PROCEEDINGS Proceedings UTM FIRST AUTHOR	2022
A Review Of Graph-Based Extractive Text Summarization LECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIES Publication In Scopus CORRESPONDING AUTHOR	2021
File Management System Development For Land District Of Kluang UTM COMPUTING PROCEEDING Proceedings UTM FIRST AUTHOR	2021
Mylovelycat Houz Cat Spa Booking System UTM COMPUTING PROCEEDING: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATION Proceedings UTM FIRST AUTHOR	2021
The Influence Of Sentiments In Digital Currency Prediction Using Hybrid Sentiment-Based Support Vector Machine With Whale Optimization Algorithm (Svmwoa) 2021 INTERNATIONAL CONGRESS OF ADVANCED TECHNOLOGY AND ENGINEERING (ICOTEN) Publication In Scopus 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 CO-AUTHOR	2021
Combining Deep Neural Network And Fourier Series For Tourist Arrivals Forecasting IOP CONF. SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST 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 UTM FIRST 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 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
Use Of Empirical Mode Decomposition In Improving Neural Network Forecasting Of Paddy Price MATEMATIKA Publication In Web Of Science CO-AUTHOR	2019
Ai For Heart Rate Measurements For Sport Performance : A Review INTERNATIONAL CONFERENCE ON APPLIED COMPUTING Conference Paper CO-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
Ai For Heart Rate Measurements For Sport Performance: A Review AI FOR HEART RATE MEASUREMENTS FOR SPORT PERFORMANCE: A REVIEW Publication In Scopus CO-AUTHOR	2019
Wavelet Transform And Autoregressive Integrated Moving Average Combination Approach In Crude Oil Prices Forecasting INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CORRESPONDING AUTHOR	2018
Comparison Of Artificial Neural Network (Ann) And Autoregressive Integrated Moving Average (Arima) Models For Wti Crude Oil Price Forecasting UTM COMPUTING PROCEEDINGS INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2018
Hypertension Diet Healthcare: Mobile Application UTM COMPUTING PROCEEDINGS INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2018
E-Practical App: Mobile Based Industrial Training System UTM COMPUTING PROCEEDINGS INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2018
Aplikasi Panduan Pengurusan Aktiviti Pelajar Hal Ehwal Pelajar (Hepma) PROSIDING KOMPUTERAN UTM INOVASI DI DALAM TEKNOLOGI DAN APLIKASI KOMPUTERAN Proceedings UTM FIRST 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 CORRESPONDING AUTHOR	2018
A Review Of Crude Oil Prices Forecasting Using Hybrid Method INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE 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 CORRESPONDING AUTHOR	2018
Group Method Of Data Handling With Artificial Bee Colony In Combining Forecasts INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING Publication In Scopus CORRESPONDING AUTHOR	2018
Intelligent Learning Model Based On Significant Weight Of Domain Knowledge Concept For Adaptive E-Learning INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY Publication In Scopus CO-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 UTM FIRST AUTHOR	2017
Comparison Between Memd-Lssvm And Memd-Arima In Forecasting Exchange Rate JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY Publication In Scopus CORRESPONDING 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 UTM FIRST AUTHOR	2017
Tourism Forecasting Using Modified Empirical Mode Decomposition And Group Method Of Data Handling JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus UTM FIRST AUTHOR	2017
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 UTM FIRST 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 CORRESPONDING AUTHOR	2017
Bus Ticket Booking Mobile Application UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2017
Mobile Application Buying Ticket For Lrt UTM COMPUTING PROCEEDING - INNOVATION IN COMPUTING TECHNOLOGY AND APPLICATION Proceedings UTM FIRST AUTHOR	2017
Forecasting Crude Oil Prices Using Wavelet Arima Model Approach 2ND INTERNATIONAL CONFERENCE OF RELIABLE INFORMATION AND COMMUNICATION TECHNOLOGY 2017 Conference Paper UTM FIRST AUTHOR	2017
Monthly Streamflow Forecasting With Auto-Regressive Integrated Moving Average JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus UTM FIRST AUTHOR	2017
Health Companion (A Mobile Exercise Tracker And Reminder) FACULTY OF COMPUTING PROCEEDINGS INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings CORRESPONDING AUTHOR	2016
An Analysis Using Ls-Svm And Artificial Neural Network (Ann) For Crime Forecasting At Johor Bahru UTM COMPUTING PROCEEDING: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATION Proceedings CORRESPONDING AUTHOR	2016
Mobile Mosque Companion Application (Kakimasjid) UTM COMPUTING PROCEEDING: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATION Proceedings CORRESPONDING AUTHOR	2016
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 CO-AUTHOR	2015
Fishery Landing Forecasting Using Waveletbased Autoregressive Integrated Moving Average Models MATHEMATICAL PROBLEMS IN ENGINEERING Publication In Web Of Science CO-AUTHOR	2015
A New Approach For Water Demand Forecasting Based On Empirical Mode Decomposition 2014 8TH MALAYSIAN SOFTWARE ENGINEERING CONFERENCE (MYSEC) Proceedings CO-AUTHOR	2014
Daily Crude Oil Price Forecasting Using Hybridizing Wavelet And Artificial Neural Network Model Mathematical Problems in Engineering Publication In Web Of Science CO-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 CO-AUTHOR	2014
A Hybrid Gmdh And Box-Jenkins Models In Time Series Forecasting APPLIED MATHEMATICAL SCIENCES Publication In Scopus 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 CO-AUTHOR	2014
Rice Yields Time Series Forecasting Using A Hybrid Arima And Neural Network Model Seminar Kebangsaan Matematik & Masyarakat 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Anfis For Rice Yelds Forecastin Advances in artifical intelligence applications Book Chapter INDIVIDUAL AUTHOR	2008
Comparing Prediction Models Using Rice Yields Databases and text processing applications Book Chapter INDIVIDUAL AUTHOR	2008

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name	Grant Register No.	IP Level	IP Category
PRODUCT BRAND PREDICTION IN RETAIL INDUSTRY	LY2019007529	NATIONAL	COPYRIGHT
CLASSIFICATION OF AUTISM SPECTRUM DISORDER USING GREY RELATIONAL ANALYSIS AND SUPERVISED LEARNING	LY2019007768	NATIONAL	COPYRIGHT
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
FORECASTING EXCHANGE RATE USING MODIFIED EMPIRICAL MODE DECOMPOSITION WITH PERMUTATION DISTRIBUTION CLUSTERING	LY2019002179	NATIONAL	COPYRIGHT
PART TIME JOB MANAGEMENT SYSTEM HELPWANTED	LY2018006170	NATIONAL	COPYRIGHT
SISTEM PENGENDALIAN PROJEK SARJANA MUDA 2		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
DYSLEXIA AIDE MOBILE LEARNING APPLICATION FOR DYSLEXIA KIDS	LY2018001368	NATIONAL	COPYRIGHT
MOSQUE MANAGEMENT SYSTEM		NATIONAL	COPYRIGHT
PRINTING SERVICE SYSTEM		NATIONAL	COPYRIGHT
PETCARE SHOP WEB APPLICATION		NATIONAL	COPYRIGHT
RECYCLING MANAGEMENT SYSTEM		NATIONAL	COPYRIGHT
BAKERY ONLINE ORDERING AND MANAGEMENT SYSTEM		NATIONAL	COPYRIGHT
FOOD WASTE COLLECTION AND MANAGEMENT SYSTEM		NATIONAL	COPYRIGHT
ELDER HOMECARE APPLICATION		NATIONAL	COPYRIGHT
FURNITURE MANAGEMENT SYSTEM		NATIONAL	COPYRIGHT
GYM MANAGEMENT SYSTEM		NATIONAL	COPYRIGHT
APPOINTMENT AND REAL ESTATE BOOKING SYSTEM		NATIONAL	COPYRIGHT
ANAK BIJAK CEMERLANG (ABC) TUITION SYSTEM		NATIONAL	COPYRIGHT
SECURITY AWARENESS SYSTEM FOR SCHOOL OF COMPUTING		NATIONAL	COPYRIGHT
HICANTEEN – CANTEEN ORDERING SYSTEM		NATIONAL	COPYRIGHT
REZEKI BUNDLE ECOMMERCE SYSTEM DEVELOPMENT		NATIONAL	COPYRIGHT
STUDACTIVITIES MANAGEMENT SYSTEM		NATIONAL	COPYRIGHT
CAR-SHARING SERVICES MOBILE APPLICATION		NATIONAL	COPYRIGHT
PRIPHS: PRINTING AND PHOTOCOPY SERVICES		NATIONAL	COPYRIGHT
SISTEM PENILAIAN UJIAN PRAKTIKAL PENGATURCARAAN SEKOLAH KOMPUTERAN		NATIONAL	COPYRIGHT
COUNSELLING CENTRE MOBILE APPLICATION (EASYHELP)		NATIONAL	COPYRIGHT
INDUSTRIAL MACHINERY RENTING APPLICATION		NATIONAL	COPYRIGHT
SISTEM PERKHIDMATAN JURURAWAT DI RUMAH (GONURSE)		NATIONAL	COPYRIGHT
COUNSELLING BOOKING WEB-BASED APPLICATION SYSTEM		NATIONAL	COPYRIGHT
STRESS MANAGEMENT MOBILE APPLICATION (MINDCOMPOSURE)		NATIONAL	COPYRIGHT
FILE MANAGEMENT SYSTEM FOR LAND DISTRICT		NATIONAL	COPYRIGHT
SUSTAINABLE ORDERING APPLICATION SYSTEM FOR SURPLUS FOOD		NATIONAL	COPYRIGHT
ELECTRONIC MEDICAL CERTIFICATE (E-MC)		NATIONAL	COPYRIGHT
FRAMEWORK OF KNIGHT TOUR ALGORITHM IN STEGANOGRAPHY IMAGE	LY2020006195	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
SISTEM PENGENDALIAN ADUAN SELERA PINDANG, KOMTAR JBCC	LY2020006143	NATIONAL	COPYRIGHT
SISTEM PENGURUSAN PROGRAM PEJABAT PELAJARAN DAERAH PONTIAN	LY2020006363	NATIONAL	COPYRIGHT
SISTEM PEMANTAUAN DISIPLIN MURID SMK TAMAN PUTRI KULAI	LY2020005389	NATIONAL	COPYRIGHT
ONLINE TOUR RESERVATION AND BOOKING SYSTEM	LY2020006206	NATIONAL	COPYRIGHT
SISTEM PENGURUSAN INSTITUT MEMANDU RIAKAR	LY2020005396	NATIONAL	COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
ABDULKADIR ABUBAKAR BICHI GRAPH-BASED METHODS FOR HAUSA LANGUAGE EXTRACTIVE TEXT SUMMARIZATION PHD GRADUATED SUPERVISOR 2023
AZLINA BINTI NARAWI HYBRID GROUP METHOD OF DATA HANDLING MODEL FOR TIME SERIES FORECASTING PHD ON GOING CO-SUPERVISOR
TONG HUAN IMPROVED UNETR FOR SEGMENTATION OF LIVER BLOOD VESSELS FROM CT IMAGES PHD ON GOING CO-SUPERVISOR
SITI NABILAH SYUHADA BINTI ABDULLAH GENERALISED SPACE-TIME AUTOREGRESSIVE HYBRID RESIDUAL MODELLING WITH FOURIER SERIES PHD ON GOING CO-SUPERVISOR
NUR IZZATI BINTI ABDUL RASHID FORECASTING EXCHANGE RATE USING MODIFIED EMPIRICAL MODE DECOMPOSITION WITH PERMUTATION DISTRIBUTION CLUSTERING MASTER GRADUATED SUPERVISOR 2017
NURHAZIYATUL ADAWIYAH BINTI YAHYA COMBINING GROUP METHOD OF DATA HANDLING MODELS USING ARTIFICIAL BEE COLONY ALGORITHM FOR TIME SERIES FORECASTING MASTER GRADUATED SUPERVISOR 2019
NURULL QURRAISYA NADIYYA BINTI MD KHAIR FORECASTING CRUDE OIL PRICES USING MODIFIED EMPIRICAL WAVELET TRANSFORM WITH FUZZY C-MEANS CLUSTERING MASTER GRADUATED SUPERVISOR 2019
NAJAH BINTI MOHD NASIR HYBRID FUZZY C-MEANS AND SINGULAR SPECTRUM ANALYSIS FOR STREAMFLOW FORECASTING MASTER GRADUATED SUPERVISOR 2020
MUHAMMAD AKRAM BIN SHAARI FORECASTING MODELS FOR DROUGHT INDEX USING EMPIRICAL WAVELET TRANSFORM AND STOCHASTIC RECONSTRUCTION APPROACH MASTER GRADUATED SUPERVISOR 2021