A
PROFILE
UPM's Staff Profile
DR. ALFIAN BIN ABDUL HALIN
SENIOR LECTURER
FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY
alfian@upm.edu.my
UPM WEBSITE
PROFILE
alfian
BM
EN

PROFESSIONAL

NAME :
(Dr.) ALFIAN BIN ABDUL HALIN
POST :
SENIOR LECTURER
ENTITY :
Faculty of Computer Science and Information Technology

FIELD OF SUPERVISION
COMPUTER VISION / INTELLIGENT SYSTEMS
EDUCATION
PHD
UNIVERSITI SAINS MALAYSIA, GELUGOR, PULAU PINANG
Graduated : 2011
MASTER OF MULTIMEDIA KOMPUTER
MONASH UNIVERSITY, CLAYTON, VICTORIA
Graduated : 2004
SARJANA MUDA SAINS TEKNOLOGI MAKLUMAT
UNIVERSITI TEKNOLOGI MARA, SHAH ALAM, SELANGOR
Graduated : 2000
JOURNAL PUBLICATION
1. Long Lamai Community ICT4D E-Commerce System Modelling: An Agent Oriented Role-Based Approach
    Journal type: Citation-Indexed - Scopus
2. Texture-based Classification of Workpiece Surface Images using the Support Vector Machine
    Journal type: Citation-Indexed - Scopus
3. Soccer Event Detection via Collaborative Multimodal Feature Analysis and Candidate Ranking
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
4. Illumination-Invariant Ear Authentication
    Journal type: Citation-Indexed - Scopus
5. Improved Two-Ways Classification for Agent Patterns
    Journal type: Non Citation-Indexed
6. Event Detection in Soccer Videos through Text-based Localization and Audiovisual Analysis
    Journal type: Citation-Indexed - Scopus
7. A feasibility study of an interactive shared single display groupware in resource constrained schools, Sarawak
    Journal type: Non Citation-Indexed
8. Automatic Image Annotation using Mixtures of the Exponential Family
    Journal type: Citation-Indexed - Scopus
9. Semantic Shot Classification in Soccer Videos via Playfield Ratio and Object Size Considerations
    Journal type: Citation-Indexed - Scopus
10. Illumination-invariant Ear Authentication
    Journal type: Citation-Indexed Journal - ERA
11. Shared Single Display Application: An Interactive Patterns Approach
    Journal type: Citation-Indexed - Scopus
12. Agent-Oriented Requirement Engineering for Mobile Application Development
    Journal type: Citation-Indexed - Scopus
13. MPF-LEACH: Modified Probability Function for Cluster Head Election in LEACH protocol
    Journal type: Citation-Indexed - Scopus
14. Ontology reuse for multiagent systems development through pattern classification
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
15. Land Cover Classification from fused DSM and UAV Images Using Convolutional Neural Networks
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
16. Optimized Conditioning Factors using Machine Learning Techniques for Groundwater Potential Mapping
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
17. Landslide Susceptibility Mapping: Machine and Ensemble Learning Based on Remote Sensing Big Data
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
18. Assessment of Convolutional Neural Network Architectures for Earthquake-Induced Building Damage Detection based on Pre-and Post-Event Orthophoto Images
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
19. Sarcasm Detection Using Deep Learning With Contextual Features
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
20. Development of UAV-Based PM2.5 Monitoring System
    Journal type: Citation-Indexed - Scopus
21. Aerial Imagery Paddy Seedlings Inspection Using Deep Learning
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
22. Fire-Net: A Deep Learning Framework for Active Forest Fire Detection
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
23. A new approach to derive buildings footprint from light detection and ranging data using rule-based learning techniques and decision tree
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
24. BDD-Net: An End-to-End Multiscale Residual CNN for Earthquake-Induced Building Damage Detection
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
25. Context-Driven Satire Detection with Deep Learning
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
EDUCATIONAL BACKGROUND
2011
PhD in Computer Science, Universiti Sains Malaysia
2004
Master of Multimedia Computing, Monash University, Australia
2000
Bachelor of Science (Honors) Information Technology, Universiti Teknologi MARA, Shah Alam, Malaysia
1994
Malaysian Certificate of Education - 13 Aggregates, MARA Junior Science College Terendak Camp, Melaka, Malaysia
1992
Certificate of Lower Education - 8 Aggregates, Bandar Baru Bangi Secondary School, Selangor, Malaysia
1989
Primary School Achievement Test (Hantam saja translate) - 5As, Bandar Baru Bangi Primary School, Selangor, Malaysia
PUBLICATION
2024
Res-UNet Ensemble Learning for Mineral Optical Microscopy Images Semantic Segmentation
2022
Context-Driven Satire Detection with Deep Learning
2022
BDD-Net: An End-to-End Multiscale Residual CNN for Earthquake-Induced Building Damage Detection
2022
Aerial Imagery Paddy Seedlings Inspection Using Deep Learning
2022
A new approach to derive buildings footprint from light detection and ranging data using rule-based learning techniques and decision tree
2022
Fire-Net: A Deep Learning Framework for Active Forest Fire Detection
2021
Sarcasm Detection Using Deep Learning With Contextual Features
2021
Development of UAV-Based PM2.5 Monitoring System
2020
Assessment of Convolutional Neural Network Architectures for Earthquake-Induced Building Damage Detection based on Pre-and Post-Event Orthophoto Images
2020
Landslide Susceptibility Mapping: Machine and Ensemble Learning Based on Remote Sensing Big Data
2019
Optimized Conditioning Factors using Machine Learning Techniques for Groundwater Potential Mapping
2019
Land Cover Classification from fused DSM and UAV Images Using Convolutional Neural Networks
2019
Optimized Conditioning Factors using Machine Learning Techniques for Groundwater Potential Mapping
2019
MPF-LEACH: Modified Probability Function for Cluster Head Election in LEACH protocol
2018
Ontology reuse for multiagent systems development through pattern classification
2017
Agent-Oriented Requirement Engineering for Mobile Application Development
2017
MPF-LEACH: Modified Probability Function for Cluster Head Election in LEACH Protocol
2016
Long Lamai Community ICT4D E-Commerce System Modelling: An Agent Oriented Role-Based Approach
2015
Texture-based Classification of Workpiece Surface Images using the Support Vector Machine
2015
Machined Surfaces Classification using Texture Features and the Support Vector Machine
2015
Sympulse - "Community Health Record" System For Public Health Screening To Community
2015
Machining Process Workpiece Classification based on Texture Feature Analysis and the Support Vector Machine
2015
Shared Single Display Application: An Interactive Patterns Approach
2014
Illumination-Invariant Ear Authentication
2014
An Eye-Gaze Tracking Technique for Human Computer Interaction
2014
Designing a shared single display education application through interactive Patterns
2013
Goal Event Detection in Soccer Videos via Collaborative Multimodal Analysis
2013
Semantic Shot Classification in Soccer Videos via Playfield Ratio and Object Size Considerations
2012
Event Detection in Soccer Videos through Text-based Localization and Audiovisual Analysis
2012
Event Detection in Soccer Videos through Text-based Localization and Audiovisual Analysis
2012
Semantic Shot Classification in Soccer Videos via Playfield Ratio and Object Size Consideration
2012
Soccer Event Detection via Collaborative Multimodal Feature Analysis and Candidate Ranking
2011
An Automatic Image Annotation Appraoch using Mixtures of the Exponential Family
2011
A SOCCER EVENT DETECTION FRAMEWORK VIA COLLABORATIVE MULTIMODAL FEATURE ANALYSIS AND CANDIDATE RANKING
2011
Semantic Shot Classification for Soccer Video based on Playfield Ratio and Object Size Considerations
2011
Automatic Image Annotation using Mixtures of the Exponential Family
2010
A Soccer Event Detection Framework using Webcasting-text and Audiovisual Content Analysis