ASSOCIATE PROFESSOR DR. WANG SHIR LI

shirli_wang
@fskik.upsi.edu.my

05-4505022

RESEARCHER ID

EXPERTISE

Teknologi Maklumat
Artificial Intelligence

Research
(Principal Investigator)

5

RM346,565

Publication

74

Supervision

14

PhD

5

Master
Consultation

RM5,000

Biography

A lecturer from the Faculty Of Computing And Meta-Technology , Universiti Pendidikan Sultan Idris (UPSI), Tanjung Malim, Perak, Malaysia. Specializes in Artificial Intelligence.











1 Projek Kit Robotik berasaskan Pengaturcaraan dan Elektronik sebagai Pemangkin Penerapan Minat dan Kemahiran dalam Kalangan Pelajar

Sekolah menengah kebangsaan raja shahriman, beruas perak

2018 Member In Progress
1 Research Consultant on Artificial Intelligence(AI) Related Projects

Universitas Islam Kalimantan Muhammad Arsyad Al Banjari Banjarmasin

2020 Leader In Progress
2 Appointment of Research Consultant for Artificial Intelligence (AI) and Internet of Things (IoT) Related Projects

1 Builder Construction

2021 Leader In Progress
3 Mendapat geran di bawah Dana Pembudayaan Penyelidikan (RAGS)

Jabatan Pengajian Tinggi, Kementerian Pengajian Tinggi

2015 Leader In Progress
4 Pelantikan sebagai Konsultan Projek Peluasan Pengumpulan Data Sistem Pusat Data Kanak-Kanak Kebangsaan

NCDRC, UPSI

2015 Member Completed
5 Pakar Perunding Dalam Pasukan Teknikal dan Penyelidik bagi Pusat Data Kanak-Kanak

NCDRC, UPSI

2015 Member In Progress
1 An Improved Approach Of Contextual Suggestion System For E-Tourism

2022 PhD International Supervisor Completed

2 A Self-Selecting Framework For Control Parameters And Mutation Strategies In Differential Evolution

2025 PhD International Supervisor Completed

3 An Optimized Convolutional Neural Network For Arrhythmia Classification

2022 PhD International Supervisor Completed

4 An Optimized Federated Learning Framework For Internet Of Vehicles Based On Noise Data And Incremental Data Processing

2024 PhD International Supervisor Completed

5 Marker Genes Identification In Cancer Classification Based On An Evolutionary Algorithm With Variable-Length Chromosomes

2026 PhD International Supervisor Waiting for Viva

6 Biological Literature Recommendation Algorithm Of Large Language Model Based On Knowledge Graph And Graph Neural Network Technology.

2026 PhD International Supervisor Presentation

7 Genetic Algorithm-Extreme Learning Machine Dua Lapisan

2026 PhD International Supervisor Presentation

8 Pembangunan Model Ramalan Untuk Pertumbuhan Ternakan Akuatik Berdasarkan Parameter Kualiti Air Dalam Akuakultur

2026 PhD International Supervisor Presentation

9 Fuzzy Decision By Opinion Score Method (FDOSM): The Design And Development Of A New Multi- Criteria Decision- Making Method

2019 PhD International Co-Supervisor Completed

10 A Novel Variable Dimensional Chaotic Map And Its Application In Medical Image Encryption With Multi-Mode

2026 PhD International Co-Supervisor Waiting for Viva

11 Stock Price Movement Prediction Model Based On Sentiment Analysis Using A Hybridization Of Deep Learning And Graph Convolutional Network

2026 PhD International Co-Supervisor Waiting for Viva

12 An Improved Model For Reliable Coronary Artery Disease Prediction Using Hybrid Ensemble - Reinforcement Learning

2026 PhD International Co-Supervisor Presentation

13 Multi-Depot Dispatch For Routing Heuristics Using Location-Allocation Instances On Formulating Flood Prone Demography In Sarawak

2025 PhD National Supervisor Completed

14 Student Academic Performance Analysis And Prediction Model Of Higher Education Using Machine Learning Technology

2026 PhD National Supervisor Presentation

15 Exploring The Impacts Of Listening To Binaural Beats Music On Non-Medical Depression Disorders By Using EEG Signals

2019 Master International Co-Supervisor Completed

16 Pembangunan Aplikasi Multimedia Interaktif Mengenal Anggota Badan Terhadap Pelajar Pra Sekolah

2014 Master National Supervisor Completed

17 The Effect Of Natural Language Processing Tool Usage On Motivation, Confidence And Performance In English Pronunciation Learning

2024 Master National Supervisor Completed

18 SISTEM SOKONGAN KEPUTUSAN (DSS): PEMILIHAN TEMPAT-TEMPAT MENARIK DI MALAYSIA MENGGUNAKAN TEKNIK WEIGHTED SUM METHOD

2014 Master National Supervisor Completed

19 Kesan Alat Pembelajaran Augmented Reality Terhadap Konsep Pengaliran Arus Elektrik Dalam Kalangan Pelajar Kolej Vokasional

2021 Master National Co-Supervisor Completed

1 An Agent - Based Model To Simulate And Analyse Behavior Under Noisy And Deceptive Information

2013 International

2 Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment

2017 International

3 Smart Differentiation System using Self-Adaptive Ensemble-based Differential Evolution (SAEDE) as a Learning Aid for Learning Differentiation

2021 National

4 Sistem Kontekstual Cadangan dan Syor: Satu Tinjauan Terhadap Cabaran dalam Pemodelan Pengguna dan Masalah Privasi

2021 National

5 Pembinaan Model Pendidikan Pembangunan Lestari untuk Program Pengajian Sarjana Muda Pendidikan Teknologi Maklumat di Universiti Pendidikan Sultan Idris

2021 National

6 A Benchmark of Activation Functions in Extreme Learning Machine for High-Dimensional Low-Sample-Size Microarray Classification

2025

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7 Sensitivity Analysis of Parameter Control in Leukemia Classification Using Variable-Length Particle Swarm Optimization

2025

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8 ENSEMBLE LEARNING IN EDUCATIONAL DATA ANALYSIS FOR IMPROVED PREDICTION OF STUDENT PERFORMANCE: A LITERATURE REVIEW

2025

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9 Enhancing English Pronunciation Learning in Primary Education Through Natural Language Processing: A Quantitative Study

2024

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10 Explaining Cholesterol-Related Coronary Artery Disease Risk Using Machine Learning and SHAP

2025

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11 A Personalized Stock Market Acquisition Method Based on Scrapy

2024

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12 Hyperparameter Optimization of Random Forest Algorithm Technique in Acute Coronary Syndrome Cases

2024

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13 Machine Learning Approaches for Predicting Occupancy Patterns and its Influence on Indoor Air Quality in Office Environments

2024

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14 Semantic Image Retrieval Analysis Based on Deep Learning and Singular Value Decomposition

2024

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1 A Benchmark of Activation Functions in Extreme Learning Machine for High-Dimensional Low-Sample-Size Microarray Classification
Inotera

2025Google ScholarCo-AuthorCorrespondence Author
2 A Study of Adaptive Population Sizing in a Self-adaptive Differential Evolution
Results in Control and Optimization

2025SCOPUSCo-AuthorCorrespondence Author
3 Sensitivity Analysis of Parameter Control in Leukemia Classification Using Variable-Length Particle Swarm Optimization
Digital Zone: Jurnal Teknologi Informasi dan Komunikasi

2025Google ScholarCo-AuthorCorrespondence Author
4 ENSEMBLE LEARNING IN EDUCATIONAL DATA ANALYSIS FOR IMPROVED PREDICTION OF STUDENT PERFORMANCE: A LITERATURE REVIEW
International Journal of Modern Education

2025Malaysian Citation IndexCo-AuthorCorrespondence Author
5 Feature Selection Optimisation for Cancer Classification Based on Evolutionary Algorithms: An Extensive Review
CMES - Computer Modeling in Engineering and Sciences

2025SCOPUSCo-AuthorCorrespondence Author
6 Enhancing English Pronunciation Learning in Primary Education Through Natural Language Processing: A Quantitative Study
Journal of ICT in Education

2024Malaysian Citation IndexCo-AuthorCorrespondence Author
7 Artificial Intelligence in Education: A Systematic Review of Machine Learning for Predicting Student Performance
Journal of Advanced Research in Applied Sciences and Engineering Technology

2025SCOPUSCo-AuthorCorrespondence Author
8 Polychlorinated dibenzo-p-dioxins and polychlorinated dibenzofurans (PCDD/Fs) prediction model based on limited peat samples using an evolved artificial neural network
Chemosphere

2024SCOPUSFirst Author
9 Overview Discourse on Inherent Distinction of Multiobjective Optimization in Routing Heuristics for Multi-Depot Vehicle Instances
Artificial Intelligence and Applications

2023Google ScholarCorrespondence Author
10 Convolutional neural network optimized by differential evolution for electrocardiogram classification
Multimedia Tools and Applications

2023SCOPUSCorrespondence Author
11 A Federated Learning Framework Based on Incremental Weighting and Diversity Selection for Internet of Vehicles
Electronics

2022SCOPUSCorrespondence Author
12 A Hybrid of Fully Informed Particle Swarm and Self-Adaptive Differential Evolution for Global Optimization
Applied Sciences-Basel

2022Web of ScienceFirst and Correspondence Author
13 OES-Fed: A federated learning framework in vehicular network based on noise data filtering
PeerJ Computer Science

2022SCOPUSCorrespondence Author
14 Review of ECG detection and classification based on deep learning: Coherent taxonomy, motivation, open challenges and recommendations
Biomedical Signal Processing and Control

2022SCOPUSCorrespondence Author
15 Smart Differentiation System using Self-Adaptive Ensemble-based Differential Evolution (SAEDE) as a Learning Aid for Learning Differentiation
Journal of ICT in Education

2021Non IndexCorrespondence Author
16 Insights into the effects of control parameters and mutation strategy on self-adaptive ensemble-based differential evolution
Information Sciences

2020SCOPUSFirst Author
17 Self-adaptive ensemble based differential evolution
International Journal of Machine Learning and Computing

2018SCOPUSFirst Author
18 Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment
IEEE Transactions on Emerging Topics in Computational Intelligence

2017Academic JournalFirst Author
19 Explaining Cholesterol-Related Coronary Artery Disease Risk Using Machine Learning and SHAP
International Journal of Recent Technology and Applied Science

2025Google ScholarCo-Author
20 A variable dimensional chaotic map-based medical image encryption algorithm with multi-mode
Journal of applied clinical medical physics [electronic resource] / American College of Medical Physics

2023SCOPUSCo-Author
21 A Personalized Stock Market Acquisition Method Based on Scrapy
International Journal of Computer Science and Information Technology

2024Google ScholarCo-Author
22 Hyperparameter Optimization of Random Forest Algorithm Technique in Acute Coronary Syndrome Cases
Global International Journal of Innovative Research

2024Google ScholarCo-Author
23 Machine Learning Approaches for Predicting Occupancy Patterns and its Influence on Indoor Air Quality in Office Environments
International Journal of Advanced Computer Science and Applications

2024Excellent Research Australia (ERA)Co-Author
24 Semantic Image Retrieval Analysis Based on Deep Learning and Singular Value Decomposition
The Applied Data Science and Analysis (ADSA)

2024Google ScholarCo-Author
25 A literature review of the state of the art of sustainable waste collection and vehicle routing problem
Journal of the Air and Waste Management Association

2024SCOPUSCo-Author
26 Overview Discourse on Inherent Distinction of Multiobjective Optimization in Routing Heuristics for Multi-Depot Vehicle Instances
Artificial Intelligence and Applications

2023Google ScholarCo-Author
27 Convolutional neural network optimized by differential evolution for electrocardiogram classification
Multimedia Tools and Applications

2023SCOPUSCo-Author
28 A plain-image correlative semi-selective medical image encryption algorithm using enhanced 2D-logistic map
Multimedia Tools and Applications

2022SCOPUSCo-Author
29 A Federated Learning Framework Based on Incremental Weighting and Diversity Selection for Internet of Vehicles
Electronics

2022SCOPUSCo-Author
30 OES-Fed: A federated learning framework in vehicular network based on noise data filtering
PeerJ Computer Science

2022SCOPUSCo-Author
31 Review of ECG detection and classification based on deep learning: Coherent taxonomy, motivation, open challenges and recommendations
Biomedical Signal Processing and Control

2022SCOPUSCo-Author
32 CLASSIFICATION MODEL FOR BREAST CANCER MAMMOGRAMS
International Islamic University Malaysia Engineering Journal

2022SCOPUSCo-Author
33 Smart Differentiation System using Self-Adaptive Ensemble-based Differential Evolution (SAEDE) as a Learning Aid for Learning Differentiation
Journal of ICT in Education

2021Non IndexCo-Author
34 A Bibliometric of Publication Trends in Medical Image Segmentation: Quantitative and Qualitative Analysis
Journal of applied clinical medical physics [electronic resource] / American College of Medical Physics

2021SCOPUSCo-Author
35 Quality Assessment Methods to Evaluate the Performance of Edge Detection Algorithms for Digital Image: A Systematic Literature Review
IEEE Access

2021SCOPUSCo-Author
36 A review of research on medical image confidentiality related technology coherent taxonomy, motivations, open challenges and recommendations
Multimedia Tools and Applications

2020SCOPUSCo-Author
37 A survey on communication components for IoT-based technologies in smart homes
Telecommunication Systems

2018SCOPUSCo-Author
38 Smart Home-based IoT for Real-time and Secure Remote Health Monitoring of Triage and Priority System using Body Sensors: Multi-driven Systematic Review
Journal of Medical Systems

2019SCOPUSCo-Author
39 Object Oriented VS Structured Analysis and Design in System Development Courses
International Journal of Engineering and Advanced Technology (IJEAT)

2019SCOPUSCo-Author
40 A survey on communication components for IoT-based technologies in smart homes
Telecommunication Systems

2018SCOPUSCo-Author
1 Self Adapting Approach in Parameter Tuning for Differential Evolution

2015 International

2 Self-Adaptive Differential Evolution Based on Best and Mean Schemes

2015 International

3 Self-Adapting Approach in Parameter Tuning for Defferential Evolution

2015 International

4 Use of the circle-segments as a data visualization tool fot an artifical neural network

2006 International

5 Use of circle-segments as a data visualization technique for feature selection in pattern classification

2007 International

6 Robustness of neural ensembles against targeted and random adversarial learning

2010 International

7 Neuro-evolution of escape behaviour under hugh level of deception and noise

2012 International

8 Self-adapting approach in parameter tuning for differential evolution

2015 International

9 Self Adaptive Ensemble Based Differential Evolution

2018 International

10 Self-Adapting Approach in Parameter Tuning for Differential Evolution

2015 International

11 FalconProtein: Finetuning Falcon Foundation Model for Protein Engineering

2025 International

12 Literature Survey on Edge Detection-Based Methods for Blood Vessel Segmentation from Retinal Fundus Images

2024 International

13 Improved Machine Learning Algorithm for Heart Disease Prediction Based on Hyperparameter Tuning

2023 International

14 A CNN based Handwritten Numeral Recognition Model for Four Arithmetic Operations

2021 International

15 Self-Adaptive Ensemble-Based Differential Evolution with Enhanced Population Sizing

2020 International

16 An overview on the application of self-adaptive differential evolution

2018 International

17 Perbandingan Kaedah Penilaian Kualiti Imej Digital Secara Objekif

2016 International

18 Dioxins Emission Prediction from Peat Soil Using Artificial Neural Networks (ANN)

2022 National

1 Artificial intelligence in cardiovascular imaging

2023 Chapter in Book International

2 Artificial Intelligence and Technology for Sustainable Food Production and Future Consumption

2022 Chapter in Book International

3 Applying Data Analytics in Food Security

2022 Chapter in Book International

4 Jom Coding: Praktis Bersama Python (Edisi Pelajar)

2025 Modul National

5 Jom Coding: Praktis Bersama Python (Edisi Guru)

2025 Modul National

6 Jom Coding:Berfikir Seperti Komputer (Salinan Pelajar)

2023 Modul National

7 Jom Coding:Berfikir Seperti Komputer (Salinan Pengajar)

2023 Modul National

8 Bab 4: Metodologi Kajian

2022 Chapter in Book National

9 Formula Kejayaan Projek IT Tahun Akhir

2020 Manuskrip National

10 Formulation of Computational Intelligence Algorithm for Breast Cancer Early Detection using Mammogram Images

2019 Report National

11 OBJECT ORIENTED VS STRUCTURED ANALYSIS AND DESIGN IN SYSTEM DEVELOPMENT COURSES

2018 Report National

12 Self-Adaptive Differential Evolution based on Ensemble of Control Parameters

2017 Report National

13 RELIABLE IMAGE QUALITY INDICATORS FOR INFERRING THE EFFECTIVENESS OF IMAGE SEGMENTATION METHODS IN COMPUTER VISION APPLICATIONS

2016 Report National

14 Investigation Of Low-Energy Gps Baseband Receiver: Study On Design And Implementation Using Multi Criteria Decision-Making Techniques

2017 Report National

15 Investigating Machine Behaviour Through The Computational Red Teaming Framework

2016 Report National

1 INVESTIGATING MACHINE BEHAVIOUR THROUGH THE COMPUTATIONAL RED TEAMING FRAMEWORK

2013 Leader Kementerian Pengajian Tinggi Completed

2 Artificial Intelligence In Classroom: A Learning Assistant Tool To Enhance Mathematics Lessons

2018 Leader Universiti Pendidikan Sultan Idris Completed

3 Self-adaptive Differential Evolution Based On Ensemble Of Control Parameters

2016 Leader Universiti Pendidikan Sultan Idris Completed

4 A Novel Dynamic-Length Chromosome Formulation For Marker Genes' Identification In Cancer Classification Using Evolutionary Optimised Gene Expression Profiling

2022 Leader In Progress

5 A Heuristic Self-Operated Mechanism For Optimising A Robust Disaster Relief Logistic Scheduling

2017 Leader Kementerian Pengajian Tinggi In Progress

6 Development The Prototype For Tech-Driven Wildlife Preservation: Harnessing Bioacoustics, Cloud Architecture, Al And Sustainable. Technologies For Malaysian Forest Conservation

2024 Member Wwf - Malaysia Completed

7 Investigation Of Low-Energy GPS Baseband Receiver : Study On Design And Implementation Using Multi Criteria Decision-Making Techniques

2015 Member Kementerian Pengajian Tinggi Completed

8 Perbandingan Pertimbangan Moral Antara Juvana, Murid Bermasalah Disiplin Dan Murid Di Sekolah Menengah

2015 Member Kementerian Pengajian Tinggi Completed

9 OBJECT ORIENTED VS STRUCTURED ANALYSIS AND DESIGN IN SYSTEM DEVELOPMENT COURSES.

2017 Member Completed

10 Formulation Of Computational Intelligence Algorithm For Breast Cancer Early Detection Using Mammogram Images

2017 Member Universiti Pendidikan Sultan Idris Completed

11 Learning-Based Ultrasound Image Quality Characterization For Accurate Fetal Growth Assessment

2017 Member Mutinasional/Asing Completed

12 Correlation Assessment Framework Between Indoor Air Quality And Occupancy Pattern For Best Building Energy Efficiency (BEE) Practices.

2022 Member In Progress

13 Formulation Of New Edge Detection Algonthm For Digital Retinal Fundus Images By Modelling The Excitatory And Inhibitory Neurons Interactions In Visual Cortex

2019 Member In Progress

14 In-Depth 3-Dimensional Space Path Mechanism Study For Enhanced Navigation

2019 Member In Progress

15 A Heuristic Evolutionary – Based Model For Flood Disaster Logistic Schedulling

2015 Member Universiti Sains Malaysia In Progress

16 Projek Pengumpulan Data Pusat Data Kanak-kanak Kebangsaan (National Child Data Centre-NCDC) Fasa 2 & 3

2015 Member Kementerian Pelajaran In Progress

17 Investigation Of Artificial Intelligence In Influencing Human Cognitive For Sustainable Development In Education

2014 Member Universiti Sains Malaysia In Progress

1 Bricks? Algoritma

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Gold
2 Figure Out ! Html

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Gold
3 Sistem Pemantauan Kualiti Air Berasaskan Iot Untuk Sistem Akuakultur Peredaran Semula

International Education Innovation Expo (EDU@Innovate) 2023

2023 International Silver
4 Sistem Pemantauan Kualiti Air Berasaskan Iot Untuk Sistem Akuakultur Peredaran Semula

International Education Innovation Expo (EDU@Innovate) 2023

2023 International Silver
5 E-vaccination System

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Silver
6 Upsihome : House Rental Web Application

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Silver
7 Portable Iot-based Aqua Monitoring System

International Education Innovation Competition (Edu@Innovate) 2025

2025 International Bronze
8 Smart Aqua Farming

PECIPTA 2022

2022 International Bronze
9 Sistem Pemantauan Kualiti Air Berasaskan Iot Untuk Sistem Akuakultur Peredaran Semula

AgroFest Agro Business and Innovation Challenge 2023 (ABIC 2023)

2023 National Gold
10 Aidetox - Dioxins Prediction Model For Exposure And Toxicity Analysis

INNOZILLA 2025, FOI@PULAU PINANG

2025 National Silver
11 Inovasi Program : Sarjana Muda Pendidikan (teknologi Reka Bentuk Berkomputer)

CARNIVAL FOR INNOVATION IN TEACHING AND LEARNING 2019 (CiTeL2019)

2019 University Bronze
12 Anugerah Perkhidmatan Cemerlang

Universiti Pendidikan Sultan Idris

2022 University

Research
(Principal Investigator)

5

RM346,565

Publication

74

Supervision

14

PhD

5

Master
Consultation

RM5,000