ARTICLE IN ACADEMIC JOURNALS
| NO | DETAILS OF ARTICLE IN ACADEMIC JOURNALS |
|---|---|
| 1. |
A multi-ethnic proteomic profiling analysis in Alzheimer's disease identifies the disparities in dysregulation of proteins and pathogenesis
2024
Author(s) : Looi Lai Meng, Chang Siow Wee Source :
PEERJ
DOI :
10.7717/peerj.17643
|
| 2. |
A biomarker discovery of acute myocardial infarction using feature selection and machine learning
2023
Source :
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
DOI :
10.1007/s11517-023-02841-y
|
| 3. |
An integrative bioinformatics approach in microRNA data analytics of Alzheimer’s disease
2023
Author(s) : Chang Siow Wee Source :
Science, Engineering and Health Studies
|
| 4. |
Differential Expression Analysis of Blood MicroRNA in Identifying Potential Genes Relevant to Alzheimer's Disease Pathogenesis, Using an Integrated Bioinformatics and Machine Learning Approach
2023
Source :
APPLIED SCIENCES-BASEL
DOI :
10.3390/app13053071
|
| 5. |
Paper-based multiplexed colorimetric biosensing of cardiac and lipid biomarkers integrated with machine learning for accurate acute myocardial infarction early diagnosis and prognosis
2023
Source :
SENSORS AND ACTUATORS B-CHEMICAL
DOI :
10.1016/j.snb.2023.134403
|
| 6. |
Epithelial-mesenchymal transition profiles in triple negative breast carcinoma may explain its aggressive nature
2023
Source :
MALAYSIAN JOURNAL OF PATHOLOGY
|
| 7. |
Pathway analysis of host responses to dengue virus serotype 2 infection and inhibition of viral envelope protein by naringenin from <i>Ganoderma lucidum</i>
2023
Author(s) : Chang Siow Wee, Teoh Teow Chong Source :
JOURNAL OF BIOSCIENCES
DOI :
10.1007/s12038-023-00370-2
|
| 8. |
A review of risk prediction models in cardiovascular disease: conventional approach vs. artificial intelligent approach
2021
Source :
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
DOI :
10.1016/j.cmpb.2021.106190
|
| 9. |
Integrated analysis of machine learning and deep learning in chili pest and disease identification
2021
Author(s) : Chang Siow Wee Source :
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE
DOI :
10.1002/jsfa.10987
|
| 10. |
Augmented reality assisted facility layout digitization and planning
2021
Source :
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY
DOI :
10.1007/s12206-021-0823-6
|
| 11. |
A review on omics-based biomarkers discovery for Alzheimer's disease from the bioinformatics perspectives: Statistical approach vs machine learning approach
2021
Source :
COMPUTERS IN BIOLOGY AND MEDICINE
DOI :
10.1016/j.compbiomed.2021.104947
|
| 12. |
Cephalopod species identification using integrated analysis of machine learning and deep learning approaches
2021
Source :
PEERJ
DOI :
10.7717/peerj.11825
|
| 13. |
Biosensing based on surface-enhanced Raman spectroscopy as an emerging/next-generation point-of-care approach for acute myocardial infarction diagnosis
2020
Source :
CRITICAL REVIEWS IN BIOTECHNOLOGY
DOI :
10.1080/07388551.2020.1808582
|
| 14. |
Deep Learning for Plant Species Classification Using Leaf Vein Morphometric
2020
Source :
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
DOI :
10.1109/TCBB.2018.2848653
|
| 15. |
An efficiency improvement of flexible flow shop scheduling in automotive part company
2020
Author(s) : Yap Hwa Jen, Chang Siow Wee Source :
INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS
DOI :
10.3233/IDT-200006
|
| 16. |
A machine learning approach of predicting high potential archers by means of physical fitness indicators
2019
Author(s) : Chang Siow Wee Source :
PLOS ONE
DOI :
10.1371/journal.pone.0209638
|
| 17. |
Screening for microsatellite instability in colorectal carcinoma: practical utility of immunohistochemistry and PCR with fragment analysis in a diagnostic histopathology setting
2019
Author(s) : Cheah Phaik Leng, Looi Lai Meng, Nazarina Binti Abdul Rahman, Man Kein Seong @ Mun Kein Seong, Chang Siow Wee, Teoh Kean Hooi, Lau Tze Pheng Source :
MALAYSIAN JOURNAL OF PATHOLOGY
|
| 18. |
Integrative machine learning analysis of multiple gene expression profiles in cervical cancer
2018
Author(s) : Yap Hwa Jen, Chang Siow Wee Source :
PEERJ
DOI :
10.7717/peerj.5285
|
| 19. |
Genetic algorithm fuzzy logic for medical knowledge-based pattern classification
2018
Author(s) : Yap Hwa Jen, Chang Siow Wee Source :
Journal of Engineering Science and Technology
|
| 20. |
Plant data visualisation using network graphs
2018
Author(s) : Arpah Binti Abu, Chang Siow Wee Source :
PEERJ
DOI :
10.7717/peerj.5579
|
| 21. |
Automated classification of tropical shrub species: a hybrid of leaf shape and machine learning approach
2017
Source :
PEERJ
DOI :
10.7717/peerj.3792
|
| 22. |
A genetic programming approach to oral cancer prognosis
2016
Source :
PEERJ
DOI :
10.7717/peerj.2482
|
| 23. |
On Equivalence of FIS and ELM for Interpretable Rule-Based Knowledge Representation
2015
Author(s) : Yap Hwa Jen, Chang Siow Wee Source :
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
DOI :
10.1109/TNNLS.2014.2341655
|
| 24. |
A Hybrid Prognostic Model for Oral Cancer based on Clinicopathologic and Genomic Markers
2014
Author(s) : Chang Siow Wee Source :
SAINS MALAYSIANA
|
| 25. |
Virtual Reality Based Support System for Layout Planning and Programming of an Industrial Robotic Work Cell
2014
Source :
PLOS ONE
DOI :
10.1371/journal.pone.0109692
|
| 26. |
Oral cancer prognosis based on clinicopathologic and genomic markers using a hybrid of feature selection and machine learning methods
2013
Author(s) : Sameem Binti Abdul Kareem, Rosnah Binti Mohd Zain, Amir Feisal Merican Bin Aljunid Merican, Chang Siow Wee Source :
BMC BIOINFORMATICS
DOI :
10.1186/1471-2105-14-170
|
| 27. |
Feature Selection Methods for Optimizing Clinicopathologic Input Variables in Oral Cancer Prognosis
2011
Source :
ASIAN PACIFIC JOURNAL OF CANCER PREVENTION
|
CHAPTER IN BOOK
| NO | DETAILS OF CHAPTER IN BOOK |
|---|---|
| 1. |
Virtual Assembly System Using an Ergonomics Co- Location Workstation
2013
Author(s) : Chang Siow Wee, Yap Hwa Jen |
PROCEEDING
| NO | DETAILS OF PROCEEDING |
|---|---|
| 1. |
Interactive 3D Visualization for Tropical Plant Species
2019
Author(s) : Chang Siow Wee |
| 2. |
Development of an Augmented Reality-Based G-Code Generator in a Virtual CNC Milling Simulation
2015
Author(s) : Yap Hwa Jen, Chang Siow Wee |
| 3. |
Design and Development of 6 DOF System for Virtual Bicycle Simulator
2015
Author(s) : Yap Hwa Jen, Chang Siow Wee |
| 4. |
Augmented Reality Assisted Factory Layout Planning and Analysis for a Flexible Manufacturing Cell
2014
Author(s) : Chang Siow Wee, Yap Hwa Jen |
| 5. |
Virtual Assembly System Using an Ergonomics Co- Location Workstation
2012
Author(s) : Chang Siow Wee, Yap Hwa Jen |
| 6. |
A Bootstrap-ANFIS Framework for Oral Cancer Prognosis Based on Clinical and Genomic Markers
2010
Author(s) : Chang Siow Wee |
| 7. |
Interactive 3D Simulator for Industrial Robot
2007
Author(s) : Chang Siow Wee |
| 8. |
Pattern recognition for Non-linear Profiles by using Simulink, International Conference on Ergonomics
2007
Author(s) : Chang Siow Wee |
| 9. |
Development of a Low Cost 3-D Digitizer for Sketching and Reverse Engineering
2007
Author(s) : Chang Siow Wee |
RESEARCH PROJECT
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
1. A Machine Learning Framework for Drug Repurposing in Alzheimer&#039;s Disease 2. Biomaker Discovery in Coronary Artery Disease through Transcriptomic Analysis and Machine Learning Approach
Researcher(s) : Associate Prof. Dr. Teoh Teow Chong, Audrey Kow Siew Fong, A. Robert Singh, Le Nguyen Quoc Khanh |
|
end |
|
A Machine Learning Integrated Framework For Investigating Potential Biomarkers In Alzheimer?s Disease
Researcher(s) : Professor Ir. Dr. Yap Hwa Jen, Prof. Dr. Cheah Phaik Leng, Yap Keem Siah |
|
end |
|
Big Data Analytics In Diagnosis And Prognosis Of Acute Myocardial Infarction (ami): A Machine Learning Based Approach
Researcher(s) : Datin Prof. Dr. Sameem Binti Abdul Kareem |
|
end |
|
Identification Of Chili Plant Disease Using Machine Learning Approach: A Step Towards Precision Agriculture
Researcher(s) : Dr. M Vijayan A/l Manickam Achari, Professor Ir. Dr. Yap Hwa Jen, Lilik Sutiarso |
|
end |
|
Automated Plant Species Classification And Identification
Researcher(s) : Datin Prof. Dr. Sameem Binti Abdul Kareem, Dr. Yong Kien Thai, Yap Keem Siah |
|
end |
|
Feature Selection in Cancer Microarray Analysis
Researcher(s) : Datin Prof. Dr. Sameem Binti Abdul Kareem |
|
end |
RESEARCH COLLABORATOR
| GRANT | PROGRESS | STATUS |
|---|---|---|
|
A Multi-modality Investigation On The Prediction Of Early Diagnosis Of Oa With The Integration Of Deep Learning And Molecular Metabolic Profiles Approach
Researcher(s) : Prof. Dr. Tunku Kamarul Zaman Bin Tunku Zainol Abidin, Dr. Chang Siow Wee, Dr. Tan Sik Loo, Prof. Azlina Amir Abbas, Margaret M. Roebuck |
|
on going |
|
Gamification In Virtual-reality Based Manufacturing Training Module
Researcher(s) : Dr. Unaizah Hanum Binti Obaidellah, Dr. Chang Siow Wee |
|
end |
|
Virtual Reality Based Ergonomics Assessment System Of Drilling Process For Aerospace Manufacturing Industries
Researcher(s) : Prof. Dato' Seri Ir. Dr. Noor Azuan Bin Abu Osman, Dr. Chang Siow Wee |
|
end |
|
Augmented Reality-based Programming And Simulation System Of An Industrial Robotic Work Cell
Researcher(s) : Dr. Siti Nurmaya Binti Musa, Dr. Chang Siow Wee, Thinh Ha Quang Ngo |
|
end |
|
Manual Assembly Modelling And Real-time Simulation For Ergonomics Analysis Using Virtual Reality Technology
Researcher(s) : Prof. Dato' Seri Ir. Dr. Noor Azuan Bin Abu Osman, Dr. Chang Siow Wee |
|
end |
|
Fundamental Study Of Adaptive Gyroscopic Stabilization Approach In Unstable Dynamical Systems
Researcher(s) : Dr. Azuddin Bin Mamat, Dr. Chang Siow Wee, Yap Keem Siah |
|
end |
|
Ontology Driven Plant Species Data Management
Researcher(s) : Professor Ir. Dr. Yap Hwa Jen, Dr. Chang Siow Wee |
|
end |