ASSOCIATE PROFESSOR DR. SHAZLYN MILLEANA BINTI SHAHARUDIN

shazlyn
@fsmt.upsi.edu.my

05 450 7120

RESEARCHER ID

EXPERTISE

Statistik
Robust Method, Multivariate Analysis, Big data

Research
(Principal Investigator)

6


RM233,966

Publication

94

Supervision

3

PhD

12

Master

Consultation

RM80,492

Biography

A lecturer from the Faculty Of Science And Mathematics , Universiti Pendidikan Sultan Idris (UPSI), Tanjung Malim, Perak, Malaysia. Specializes in Robust Method,Multivariate Analysis,Big data.











1 Pemindahan Ilmu bagi Bidang Perkaitan dan Algebra dalam Subjek Matematik Melalui Pembangunan Bahan Bantu Mengajar ‘ALGEBASE’

Suria Pembekal Umum Sdn Bhd

2024 Leader Completed
2 Pemindahan Ilmu Berkaitan Bidang Algebra dalam Subjek Matematik Menerusi Eksplorasi Kit Algebra. (KTP UPSI 2022)

Sekolah Menengah Kebangsaan Sungai Pusu, Gombak

2022 Leader Completed
3 PERUNDING PROJEK PEMBANGUNAN MODEL PERAMALAN PENCEMARAN UDARA BERASASKAN DATA DI OSKEMEN, KAZAKHSTAN

SARSEN AMANZHOLOV EAST KAZAKHSTAN UNIVERSITY

2025 Leader In Progress
4 Consultant and Advisor for Conducting Special Project on Identifying Rainfall Pattern using Robust Principal Component Analysis Coupled with Bicluster Analysis in Yogyarkarta Indonesia

Faculty of Mathematics and Natural Sciences, Universitas Negeri Yogyakarta,

2020 Leader In Progress
5 PROJEK PERUNDINGAN PROGRAM LATIHJANA AI

KULIM ADVANCED TECHNOLOGIES SDN BHD

2025 Leader In Progress
6 Program STEM Orang Asal 2022

Institution of Mechanical Engineers, London

2022 Member Completed
7 Developing Student Activity Book (SAB) For Year 3 : Topic 7 Space, Topic 8 Coordinates & Topic 9 Data Management

SPARKS Education PLT.

2022 Member Completed
8 Developing Student Activity Book (SAB) For Year 3 : Topic 5 Time & Topic 6 Measurement

SPARKS Education PLT.

2022 Member In Progress
9 Developing Teacher Guide Book (TGB) For Year 3 Mathematics Topic 3 : Fractions, Decimals and Percentages & Topic 4 : Money

SPARKS Education PLT.

2021 Member In Progress
10 Developing Student Activity Book (SAB) for Year 3 Mathematic Topic 1: Whole Number Up to 10000 & Topic 2 : Basic Operations

SPARKS Education PLT.

2021 Member In Progress

1 Penyediaan Kertas Cadangan Penawaran Program Baharu Asasi STEM,Fakulti Sains dan Matematik

Fakulti Sains dan Matematik,UPSI

2018 Leader In Progress
2 Penyediaan Kertas Cadangan Penawaran Program Baharu Asasi STEM, Fakulti Sains dan Matematik

Fakulti Sains dan Matematik, UPSI

2018 Leader In Progress
3 Perlantikan sebagai perunding tidak berbayar bagi melaksanakan bengkel pengukuhan PDP Guru Matematik Tambahan Negeri Perak

Jabatan Pendidikan Negeri Perak

2020 Member Completed
4 Perundingan kepada JAKIM bagi Pembangunan Garis Panduan Makmal Bagi Pengesahan Kaedah Analisis Kemometrik menggunakan data analisis kimia untuk Malaysia

JAKIM

2020 Member In Progress
5 Ahli jawatankuasa pembangunan garis panduan makmal bagi pengesahan kaedah analisis kemometrik menggunakan data analisis kimia

jabatan kemajuan islam malaysia

2019 Member In Progress

1 Development Of Statistical Downscaling Based On Dual-Graph Seasonal Fusion GCN-LSTM Framework For Rainfall Forecasting In Monsoon-Driven Kelantan.

2025 PhD International Supervisor Presentation

2 Visualization, Modelling And Prediction Of Soil Microbial Community Based On 16s Metagenomic Data Using Machine Learning Approaches Coupled With Multivariate Analysis

2025 PhD National Supervisor Presentation

3 THE DEVELOPMENT OF A STEM IN MATHEMATICAL MODEL FOR SUSTAINABILITY MATHEMATICS LEARNING THROUGH ARCMS (Attention, Relevance, Confidence, Multicultural, & Satisfaction) FRAMEWORK IN MALAYSIAN PUBLIC UNIVERSITIES: A MIXED METHOD STUDY

2025 PhD National Co-Supervisor In Progress

4 Spatiotemporal Rainfall Pattern Recognition Using Robust Principal Component Analysis And Fuzzy C-means

2021 Master National Supervisor Completed

5 Integrating A Hybrid Statistical Downscaling-Based HMM-RF Model For Enhanced Rainfall Prediction In Selangor

2025 Master National Supervisor Completed

6 Pembangunan Dan Keberkesanan Kit Transiso Bagi Topik Transformasi Isometri Terhadap Pencapaian Dan Minat Murid Tingkatan Dua

2024 Master National Supervisor Completed

7 Statistical Downscaling Of Projecting Rainfall Amount Based On SVC-RVM Model

2022 Master National Supervisor Completed

8 Predictive Modelling From Monthly Rainfall Patterns Using Imputation Approaches Combined With Multivariate Analysis

2024 Master National Supervisor Completed

9 Predictive Modelling Of Solar Radiation Based On Statistical Downscaling Application

2025 Master National Supervisor Presentation

10 Enhancing Community Resilience Through Innovative Flood Prediction: A Novel Nonhomogeneous Bayesian Deep-Learning Approach In Hydrologic Multi-Model Ensemble Predictions.

2025 Master National Supervisor Presentation

11 Pembangunan Dan Keberkesanan Permainan Dalam "Virtual Reality" Topik Tambah Dan Tolak Matematik Sekolah Rendah Khusus Kepada Murid Pedalaman

2025 Master National Supervisor Presentation

12 Pembangunan Dan Keberkesanan “Algebraic Magic Mat” Bagi Bidang Perkaitan Dan Algebra Di Sekolah Menengah.

2025 Master National Supervisor Presentation

13 Projek Kajian Sosial Sinar EDU-STEM 2025

2025 Master National Supervisor In Progress

14 Determinants Of Students' Academic Performance In University Of Education : Factor Analysis And Decision Tree Approach

2025 Master National Supervisor In Progress

15 Phytochemistry And Antioxidant Activity Of Selected Species From Lauraceae Family

2021 Master National Co-Supervisor Completed


1 Pandemic Challenges: Data-Driven and Computational Approaches

2024 Penerbit Universiti Utara Malaysia (UUM)

2 SpringerBriefs in Applied Sciences and Technology

2024 Springer

3 Statistical Package for Analysis

2018 Muhibbah Publications

4 Introductory Statistical Inference

2018 Muhibbah Publications

5 Modeling, Design and Simulation of Systems

2017 Springer


1 Modeling Student s Academic Performance During Covid-19 Based on Classification in Support Vector Machine

2021 International

2 DISCOVERING DEPENDENCE OF COVID-19 ON WEATHER VARIABLES IN MALAYSIA

2021 International

3 Capital Asset Pricing Model (CAPM) and Investment Risk from Islamic Perspective

2022 International

4 Competency Level of Operators for Private Early Childhood Care and Education in Malaysia

2022 International

5 The Role of Malaysian Mathematics Teachers in Promoting 21st Century Learning

2022 International

6 Mobile Application In Mathematics Education: A Study Among Malaysian Secondary School Mathematics Teachers

2022 International

7 Empirical Study of Sukuk Investment Forecasting Using Artificial Neural Network Base Algorithm

2019 International

8 Improved Cluster Partition in Principal Component Analysis Guided Clustering

2013

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9 Chemical Composition of Sediment in Bernam Catchment, Selangor Malaysia

2024

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1 Integrating a Hybrid Statistical Downscaling-based HMM-RF Model for Enhanced Rainfall Prediction in Selangor
Stochastic Environmental Research and Risk Assessment

2025SCOPUSCo-AuthorCorrespondence Author
2 Rainfall Prediction Using Statistical Downscaling Based on Support Vector Machine in Selangor
International Journal on Advanced Science, Engineering and Information Technology

2025SCOPUSCo-AuthorCorrespondence Author
3 High-Resolution Downscaling with Interpretable Relevant Vector Machine: Rainfall Prediction for Case Study in Selangor
International Journal on Informatics Visualization

2024SCOPUSFirst Author
4 High-Resoluti on Downscaling with Interpretable Relevant Vector Machine: Rainfall Predicti on for Case Study in Selango
International Journal on Informatics Visualization

2023SCOPUSCorrespondence Author
5 Mapping of Students’ Academic Performance in Online Learning Environment during Pandemic Using Multiple Correspondence Analysis
International Journal of Information and Education Technology

2023SCOPUSCorrespondence Author
6 A Systematic Review of Anomaly Detection within High Dimensional and Multivariate Data
International Journal on Informatics Visualization

2023SCOPUSCorrespondence Author
7 A Survey on Forms of Visualization and Tools Used in Topic Modelling
International Journal on Informatics Visualization

2023SCOPUSCorrespondence Author
8 Students’ Performance Prediction in Higher Education During COVID-19 Pandemic Based on Recurrent Forecasting and Singular Spectrum Analysis
Fusion: Practice and Applications

2023SCOPUSCorrespondence Author
9 Systematic Literature Review: Effectiveness of a Teaching Aid Based on the Achievement and Interest of Students in the Field of Measurement and Geometry
International Journal of Educational Methodology (IJEM)

2023SCOPUSCorrespondence Author
10 Mapping of Students’ Academic Performance in Online Learning Environment during Pandemic Using Multiple Correspondence Analysis
International Journal of Information and Education Technology

2023SCOPUSCorrespondence Author
11 Prediction of Student‘s Academic Performance during Online Learning Based on Regression in Support Vector Machine
International Journal of Information and Education Technology

2022SCOPUSCorrespondence Author
12 Trainee Teacher's Perception of TamTol Kit Construction on Integer Topics for Form One Students
International Journal of Mechanical Engineering

2021SCOPUSCorrespondence Author
13 Predictive Modelling of Statistical Downscaling Based on Hybrid Machine Learning Model for Daily Rainfall in East-Coast Peninsular Malaysia
Symmetry

2022SCOPUSCorrespondence Author
14 Statistical Modeling of RPCA-FCM in Spatiotemporal Rainfall Patterns Recognition
Atmosphere

2022SCOPUSCorrespondence Author
15 Modeling Students Academic Performance During Covid-19 Based on Classification in Support Vector Machine
Turkish Journal of Computer and Mathematics Education (TURCOMAT)

2021Academic JournalCorrespondence Author
16 DISCOVERING DEPENDENCE OF COVID-19 ON WEATHER VARIABLES IN MALAYSIA
Turkish Journal of Physiotherapy and Rehabilitation

2021Academic JournalCorrespondence Author
17 Development and Validation of Early Childhood Care and Education In-Service Carers-Educator Instrument
International Journal of Innovative Technology and Exploring Engineering

2019SCOPUSFirst Author
18 Development and Validation of Early Childhood Care and Education Pre-Service Lecturer Instrument
International Journal of Evaluation and Research in Education (IJERE)

2020SCOPUSFirst and Correspondence Author
19 Performance Analysis and Validation of Modified Singular Spectrum Analysis based on Simulation Torrential Rainfall Data
International Journal on Advanced Science, Engineering and Information Technology

2020SCOPUSFirst and Correspondence Author
20 Predictive Modelling of Covid-19 Cases in Malaysia based on Recurrent Forecasting-Singular Spectrum Analysis Approach
International Journal of Advanced Trends in Computer Science and Engineering

2020SCOPUSFirst and Correspondence Author
21 Imputation methods for addressing missing data of monthly rainfall in Yogyakarta, Indonesia
International Journal of Advanced Trends in Computer Science and Engineering

2020SCOPUSFirst and Correspondence Author
22 Improving Support Vector Machine Rainfall Classification Accuracy based on Kernel Parameters Optimization for Statistical Downscaling Approach
International Journal of Advanced Trends in Computer Science and Engineering

2020SCOPUSCorrespondence Author
23 Improved Cluster Partition in Principal Component Analysis Guided Clustering
International Journal of Computer Applications

2013Google ScholarFirst and Correspondence Author
24 Development and Validation of Early Childhood Care and Education Pre- Service Teacher Instrument (ECCEPTI)
International Journal of Innovation, Creativity and Change

2019Excellent Research Australia (ERA)First and Correspondence Author
25 A comparative study of different imputation methods for daily rainfall data in east-coast Peninsular Malaysia
Bulletin of Electrical Engineering and Informatics

2020SCOPUSCorrespondence Author
26 A modified correlation in principal component analysis for torrential rainfall patterns identification
IAES International Journal of Artificial Intelligence

2020SCOPUSFirst and Correspondence Author
27 Fitting statistical distribution of extreme rainfall data for the purpose of simulation
Indonesian Journal of Electrical Engineering and Computer Science

2020SCOPUSFirst and Correspondence Author
28 The Comparison of T-Mode and Pearson Correlation Matrices in Classfication of Daily Rainfall Patterns in Peninsular Malaysia
MATEMATIKA

2013Web of ScienceFirst and Correspondence Author
29 Classification of Daily Torrential Rainfall Patterns Based on a Robust Correlation Measure
International Journal of Advanced Science and Technology

2019SCOPUSFirst and Correspondence Author
30 An efficient method to improve the clustering performance using hybrid robust principal component analysis-spectral biclustering in rainfall patterns identification
IAES International Journal of Artificial Intelligence

2019SCOPUSFirst and Correspondence Author
31 Modified Singular Spectrum Analysis in Identifying Rainfall Trend over Peninsular Malaysia
Indonesian Journal of Electrical Engineering and Computer Science

2019SCOPUSFirst Author
32 Improved Cluster Partition in Identifying Torrential Rainfall Patterns using Robust Principal Component Analysis
Journal of Engineering and Applied Sciences

2019SCOPUSFirst Author
33 Identification of Rainfall Patterns on Hydrological Simulation Using Robust Principal Component Analysis
Indonesian Journal of Electrical Engineering and Computer Science

2018SCOPUSFirst Author
34 Choice of Cumulative Percentage in Principal Component Analysis for Regionalization of Peninsular Malaysia Based on the Rainfall Amount
Communications in Computer and Information Science

2017SCOPUSFirst Author
35 Assessment of heavy metal content in Bernam River catchment, Selangor, Malaysia
Water Science

2025SCOPUSCo-Author
36 Prediction of Rainfall Trends using Forecasting Approaches based on Singular Spectrum Analysis
Journal of Intelligent Systems and Internet of Things

2024SCOPUSCo-Author
37 An artificial neural network-source apportionment-based prediction model for carbon monoxide from total number of ships calling by ports in Malaysia
Neural Computing and Applications

2024SCOPUSCo-Author
38 Chemical Composition of Sediment in Bernam Catchment, Selangor Malaysia
Journal of Asian Geography

2024Google ScholarCo-Author
39 Relationship Between Knowledge and Attitude of Game-Based Mathematics Learning Approach among Pre-Service Teachers in Perak
Learning Science and Mathematics

2023Academic JournalCo-Author
40 Rainfall Prediction Using Statistical Downscaling Model-Based Support Vector Machine,
Fusion: Practice and Applications

2023SCOPUSCo-Author
41 An Approach to Automatic Garbage Detection Framework Designing using CNN
International Journal of Advanced Computer Science and Applications

2023SCOPUSCo-Author
42 Sentiment Analysis on COVID-19 Vaccine Tweets using Machine Learning and Deep Learning Algorithms
International Journal of Advanced Computer Science and Applications

2023SCOPUSCo-Author
43 DEVELOPMENT OF TRACE METALS CONCENTRATION MODEL FOR RIVER: APPLICATION OF PRINCIPAL COMPONENT ANALYSIS AND ARTIFICIAL NEURAL NETWORK
Water Conservation and Management

2023SCOPUSCo-Author
44 A Refactoring Classification Framework for Efficient Software Maintenance
IEEE Access

2023SCOPUSCo-Author
45 The study on Malaysia Agricultural E-Commerce (AE): A Customer Purchase Intention
International Journal on Informatics Visualization

2023SCOPUSCo-Author
46 A Novel Voice Feature AVA and its Application to the Pathological Voice Detection Through Machine Learning
International Journal of Advanced Computer Science and Applications

2023SCOPUSCo-Author
47 A Time Truncated New Group Chain Sampling Plan Based on Log-Logistic Distribution
Mathematics and Statistics

2023SCOPUSCo-Author
48 Investigation of the impacts of climate change and rising temperature on food poisoning cases in Malaysia
PLoS ONE

2023SCOPUSCo-Author
49 Designing and Developing Global Citizenship Education Module on Unity for Mathematics Classroom
Journal of Advanced Zoology

2023Excellent Research Australia (ERA)Co-Author
50 Capital Asset Pricing Model (CAPM) and Investment Risk from Islamic Perspective
International Journal of Academic Research in Business and Social Sciences

2022Excellent Research Australia (ERA)Co-Author

1 Proceeding of the Third international conference on computing, mathematics, and statistics

2017 International

2 Effect of window length with singular spectrum analysis in extracting the trend signal on rainfall data

2014 International

3 Code Refactoring for Software Reusability: An Experimental Study

2024 International

4 ANN-based STATISTICAL DOWNSCALING OF CLIMATE VARIABLES FOR RAINFALL PREDICTION IN NEGERI SEMBILAN

2024 International

5 IOP Conference Series: Earth and Environmental Science

2023 International

6 Evaluation of generated bootstrap weight in layer perceptron for Southeast Asia visitors during COVID19 outbreak

2021 International

7 A Hybrid Neural Network Model to Forecast Arrival Guest in Malaysia

2019 International

8 Predictive Modelling for Student's Academic Performance in Sultan Idris Education University Based on Respective Locality During Covid-19 Using Support Vector Machine (SVM)

2024 National

9 Evaluation of generated bootstrap weight in layer perceptron for Southeast Asia visitors during COVID19 outbreak

2021 National


1 DEVELOPMENT OF CARERS-EDUCATOR’S PROFESSIONALISM

2022 Monograf International

2 Comparative Performance of Various Imputation Methods for River Flow Data.

2022 Chapter in Book International

3 Support Vector Machine and Recurrent Neural Network Algorithm for Rainfall Forecasting

2022 Chapter in Book International

4 Mahasiswa Matematik UPSI perkasa pembelajaran Matematik melalui Program Kembara Angka Siri 3

2024 Popwrit National

5 Pensyarah, pelajar UPSI hasilkan produk inovasi untuk subjek Matematik Tingkatan Tiga

2022 Popwrit National

6 Peramalan Model Matematik COVID-19 Bantu Kerajaan Rangka Strategi Berkesan

2021 Popwrit National

7 Analisis Data Raya Janjikan peluang kerjaya menarik

2021 Popwrit National

8 Laporan akhir Development of Carers Educators Professionalism 2015-0024-106-04-2

2021 Report National

9 Student Activity Book Mathematics 3A

2021 Chapter in Book National


1 Predicting Climate Change Impacts On Water Resources By Using Climate Model Statistical Downscaling Through Data Mining

2019 Leader Kementerian Pengajian Tinggi Completed

2 The Identification Of Spatial And Temporal Torrential Rainfall Patterns Based On Robust Principal Component Analysis Combined With Bicluster Analysis In Peninsular Malaysia

2018 Leader Universiti Pendidikan Sultan Idris Completed

3 Modified Singular Spectrum Analysis In Identifying Temporal Torrential Rainfall Patterns Over Peninsular Malaysia

2018 Leader Universiti Pendidikan Sultan Idris Completed

4 Pendidikan Inklusif SINAR : Modul Pemerkasaan Pengajaran Bagi Menangani Keciciran Komuniti Kurang Upaya Dalam Bidang STEM

2025 Leader In Progress

5 Developing A Parametric Flood Index For Malaysian Flood Insurance Policies

2023 Leader Kurita Water And Environment Foundation, Japan In Progress

6 Enhancing Community Resilience Through Innovative Flood Prediction: A Novel Nonhomogeneous Bayesian Deep Learning Approach In Hydrologic Multi-Model Ensemble Predictions

2025 Leader In Progress

7 Enhanced Model Of Singular Spectrum Analysis In Identifying Temporal Rainfall Patterns In Special Region Of Yogyakarta

2021 Member Yogyakarta State University Completed

8 'Identifying Rainfall Patterns Using Robust Principal Component Analysis Coupled With Bicluster Analysis'

2020 Member Yogyakarta State University Completed

9 Development Of Carers Educators Professionalism For Pre-Services - Projek 2/PS

2020 Member Kementerian Pengajian Tinggi Completed

10 Impact Of Land Use Change On Water Balance In The Muda River Basin, Malaysia

2020 Member Kurita Water And Environment Foundation Completed

11 Development Of Carers Educators Professionalism

2015 Member Completed

12 Predictive Modelling For Tourism Economy Impact By A Modified Time Series Framework Using Artificial Neural Network And Bootstrap Approach.

2020 Member Universiti Pendidikan Sultan Idris Completed

13 Development Of Hybrid Algorithm Of Residual Bootstrap Artificial Neural Network Based On Sukuk Volatility Forecast Model

2018 Member Universiti Pendidikan Sultan Idris Completed

14 DNA In The Waters: Pioneering A Novel Environmental DNA (eDNA) Assay For Detecting Invasive Peacock Bass

2025 Member In Progress

15 Streamlined EDNA Testing For Fish Species Molecular Detection: An Industry-Focused Digital PCR Approach

2025 Member Everlife Analisa Resources In Progress

16 Cyber Security Competency Enhancement In Digital In Digital Education: Factors Analysis, Learning Approaches, And Material Design

2024 Member Kasetsart University In Progress

17 A New Framework Of Deep Learning Coupled With Optimized Decomposition Techniques For Modelling Malaysian Hydrological Phenomenon In Early Flood Warning System

2022 Member Universiti Tun Hussein Onn Malaysia In Progress

18 Detection Of Trace Metals Contamination On Surface Water And Sediment In Bernam River Basin, Selangor Malaysia

2022 Member Kurita Water And Environment Foundation In Progress

19 Potential Impact Of Global Warming 1.5'C And 2'C On Solar Radiation And Other Climate Variables In Penang, Malaysia.

2022 Member Universiti Sains Malaysia In Progress

20 Investigating Rare Actinomycetes Diversity From BRIS Soil For Potential Antimicrobial Compound Producer Against Drug Resistance Pathogens

2021 Member In Progress

21 A New Model For Tropical Suspended Sediment Fingerprinting Using Biochemical Traces

2020 Member Kementerian Pengajian Tinggi In Progress

22 Characterization Of Crystallized Sugar In Raw Stingless Bee Honey Projek: The Modelling And Forecasting Of Raw Stingless Bee Honey Shelf-life Using Artificial Neural Network

2019 Member In Progress

23 The Effect Of Hydrological Estimation Using Machine Learning Approaches For Water Management System

2019 Member Kementerian Pengajian Tinggi Overdue


1

Kit Transiso

2022LEADER
2

Kit TamTol

2022LEADER
3

Model Hibrid Klasifikasi terhadap Unjuran Hujan

2022LEADER
4

EKSPLORASI KIT ALGEBRA – BAHAN BANTU MENGAJAR SUBJEK MATEMATIK

2024LEADER
5

MathEdge Learning Kit Series

2025LEADER

1 Mabox Kit

ITEX 2022

2022 International Gold
2 Mabox Kit

European Exhibition of Creativity and Innovation

2022 International Gold
3 Kit Tamtol

MTE 2021 ASIAN YOUTH INNOVATION AWARD

2021 International Silver
4 Exploration Of Algegbra Kit

2021 JAPAN DESIGN , IDEA & INVENTION EXPO

2021 International Silver
5 Predictive Modelling Of Statistical Downscalling Based On Hybrid Machine Learning Approaches For Daily Rainfaill In East Coast Peninsular Malaysia

Virtual International Research And Innovation Symposium and Exposition 2020

2020 International Silver
6 Predictive Modelling Of Statistical Downscalling Based On Hybrid Machine Learning Approaches For Daily Rainfaill In East Coast Peninsular Malaysia

Virtual International Research And Innovation Symposium and Exposition 2020

2020 International Silver
7 Transiso Kit

V-MIIEX 2021

2021 International Bronze
8 Rising Digital Star Award

GovInsider

2023 International
9 Best Paper Award

ICEEComp2021

2021 International
10 Outstanding Research Award

PEOCO 2020

2020 International
11 Best Paper Award

PEOCO 2020

2020 International
12 Best Paper Award

RAECAS 2019

2019 International
13 Mabox Kit

Minggu Penyelidikan dan Inovasi

2022 National Gold
14 Spatiotemporal Rainfall Patterns Recognition Using Robust Principal Component Analysis And Fuzzy C-means

GDIID 2021

2021 National Bronze
15 Spatial Torrential Rainfall Guided Cluster Pattern Based On Robust Principal Component Analysis

Minggu Penyelidikan & Inovasi 2020

2020 National Bronze
16 Spatial Torrential Rainfall Guided Cluster Pattern Based On Robust Principal Component Analysis

Minggu Penyelidikan & Inovasi 2020

2020 National Bronze
17 Anugerah Kerjasama Antarabangsa Harapan

Universiti Pendidikan Sultan Idris

2024 University
18 Anugerah Perkhidmatan Cemerlang

Universiti Pendidikan Sultan Idris

2022 University
19 Anugerah Penerbitan Artikel Jurnal Berimpak Tinggi

UPSI

2022 University

Research
(Principal Investigator)

6


RM233,966

Publication

94

Supervision

3

PhD

12

Master

Consultation

RM80,492