Jaafar, Jafreezal bin

Jaafar, Jafreezal bin

Prof. Ts. Dr.

Positions

Professor, Computer & Information Science Department , Faculty of Science and Information Technology
Member, Centre for Research in Data Science , Institute of Emerging Digital Technologies

overview

Jafreezal Jaafar (Senior Member, IEEE) received the B.Sc. degree in computer science from Universiti Teknologi Malaysia, in 1998, the M.App.Sc. degree in IT from RMIT University, Australia, in 2002, and the Ph.D. degree from the University of Edinburgh, U.K., in 2009. He joined the Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), Malaysia, in 1999, where he was appointed as the Head, from 2012 to 2016. He was the former Head of the Center for Research in Data Science, from 2017 to 2020, which focuses on the implementation of machine learning and predictive analytic in oil and gas (O&G) industry. He is currently Professor and the Dean of the Faculty of Science and Information Technology, UTP.

member of

Computer & Information Science Department

selected publications

academic article
- A Review of Random Walk-Based Method for the Identification of Disease Genes and Disease Modules. IEEE Access. 11:116366-116383. 2023
- An adaptive metaheuristic approach for risk-budgeted portfolio optimization. IAES International Journal of Artificial Intelligence (IJ-AI). 12:305. 2023
- Combined Effect of Concept Drift and Class Imbalance on Model Performance During Stream Classification. Computers, Materials & Continua. 75:1827-1845. 2023
- Machine Learning and Synthetic Minority Oversampling Techniques for Imbalanced Data: Improving Machine Failure Prediction. Computers, Materials & Continua. 75:4821-4841. 2023
- RelaHash: Deep Hashing With Relative Position. IEEE Access. 11:30094-30108. 2023
- A Hybrid Sampling Approach for Imbalanced Binary and Multi-Class Data Using Clustering Analysis. IEEE Access. 10:118639-118653. 2022
- An Experimental Analysis of Drift Detection Methods on Multi-Class Imbalanced Data Streams. Applied Sciences. 12:11688. 2022
- Metaheuristic Algorithms Based on Compromise Programming for the Multi-Objective Urban Shipment Problem. Entropy. 24:388. 2022
- Some metaheuristic algorithms for solving multiple cross-functional team selection problems. PeerJ Computer Science. 8:e1063. 2022
- Particle swarm optimization with deep learning for human action recognition. International Journal of Innovative Computing, Information and Control. 17:1843 -1870. 2021
- A Compromise Programming for Multi-Objective Task Assignment Problem. Computers. 10:15. 2021
- A Compromise Programming to Task Assignment Problem in Software Development Project. Computers, Materials & Continua. 69:3429-3444. 2021
- A Reinforced Active Learning Algorithm for Semantic Segmentation in Complex Imaging. IEEE Access. 9:168415-168432. 2021
- A Reinforcement Learning Algorithm for Automated Detection of Skin Lesions. Applied Sciences. 11:9367. 2021
- A Reinforcement Learning Based Adaptive ROI Generation for Video Object Segmentation. IEEE Access. 9:161959-161977. 2021
- An interval type-2 fuzzy model of compliance monitoring for quality of web service. Annals of Operations Research. 300:415-441. 2021
- Genetic Algorithm for Solving Multi-Objective Optimization in Examination Timetabling Problem. International Journal of Emerging Technologies in Learning (iJET). 16:4. 2021
- Meta-Heuristic Algorithms for Learning Path Recommender at MOOC. IEEE Access. 9:59093-59107. 2021
- Reward-based residential wireless sensor optimization approach for appliance monitoring. Soft Computing. 25:6947-6956. 2021
- A Uniform Intelligent Prioritisation for Solving Diverse and Big Data Generated From Multiple Chronic Diseases Patients Based on Hybrid Decision-Making and Voting Method. IEEE Access. 8:91521-91530. 2020
- Deep Neural Networks Combined with STN for Multi-Oriented Text Detection and Recognition. International Journal of Advanced Computer Science and Applications. 11. 2020
- High Stop Band Rejection for Ceramic Loaded Waveguide Filters. IEEE Access. 8:109309-109314. 2020
- The Moderation Influence of Power Distance on the Relationship Between Technological Factors and the Successful Implementation of Citizen Relationship Management in the Public Sector. IEEE Access. 8:132446-132465. 2020
- Algorithms for frequent itemset mining: a literature review. Artificial Intelligence Review. 52:2603-2621. 2019
- Ant Colony Optimization of Interval Type-2 Fuzzy C-Means with Subtractive Clustering and Multi-Round Sampling for Large Data. International Journal of Advanced Computer Science and Applications. 10. 2019
- Finding an effective classification technique to develop a software team composition model. Journal of Software: Evolution and Process. 30. 2018
- Optimal parameters of an ELM-based interval type 2 fuzzy logic system: a hybrid learning algorithm. Neural Computing and Applications. 29:1001-1014. 2018
- Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS. Applied Soft Computing. 51:130-144. 2017
- A CATEGORY CLASSIFICATION ALGORITHM FOR INDONESIAN AND MALAY NEWS DOCUMENTS. Jurnal Teknologi. 78. 2016
- A rule-based model for software development team composition: Team leader role with personality types and gender classification. Information and Software Technology. 74:105-113. 2016
- A systematic design of interval type-2 fuzzy logic system using extreme learning machine for electricity load demand forecasting. International Journal of Electrical Power & Energy Systems. 82:1-10. 2016
- Balancing the Personality of Programmer: Software Development Team Composition. Malaysian Journal of Computer Science. 29:145-155. 2016
- CLASSIFICATION ALGORITHM FOR CUSTOMER COMPLAINT USING FUZZY APPROACH. Jurnal Teknologi. 78. 2016
- DESIGNING A VEHICLE ALARM NOTIFICATION SYSTEM USING GSM NETWORK. Jurnal Teknologi. 78. 2016
- Optimal design of adaptive type-2 neuro-fuzzy systems: A review. Applied Soft Computing. 44:134-143. 2016
- THE HIGH PERFORMANCE LINPACK (HPL) BENCHMARK EVALUATION ON UTP HIGH PERFORMANCE CLUSTER COMPUTING. Jurnal Teknologi. 78. 2016
- Examining performance of aggregation algorithms for neural network-based electricity demand forecasting. International Journal of Electrical Power & Energy Systems. 64:1098-1105. 2015
- NEWS CLASSIFICATION WITH HUMAN ANNOTATORS: A CASE STUDY. Jurnal Teknologi. 74. 2015
- The Architecture of Fuzzy Agent in Rescuer Monitoring System. American Journal of Engineering and Applied Sciences. 8:345-353. 2015
- A Study on Intelligent System for Fire Rescue Operation. Advanced Science Letters. 20:3-7. 2014
- Fuzzy-based Clustering of Web Services’ Quality of Service: A Review. Journal of Communications. 9:81-90. 2014
- Monitoring web services’ quality of service: a literature review. Artificial Intelligence Review. 42:835-850. 2014
- A Domain-Specific Language for Modelling Security Objectives in a Business Process Models of SOA Applications. INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences. 4:353-362. 2012
- A Framework for the Model Driven Development of Secure Web Services Composition. INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences. 4:67-78. 2012
- Model-based Security Engineering of SOA Systems Using Modified "UML-SOA-Sec". INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences. 4:79-88. 2012
- Static Hand Gesture Recognition Using Local Gabor Filter. Procedia Engineering. 41:827-832. 2012
- Effective Personality Preferences of Software Programmer: A Systematic Review
- Making Programmer Effective for Software Development Teams: An Extended Study
chapter
- A Deep Learning Algorithm to Monitor Social Distancing in Real-Time Videos: A Covid-19 Solution. Internet of Things. 73-90. 2023
- A Systematic Review of Privacy-Preserving Blockchain in e-Medicine. Biomedical and Other Applications of Soft Computing. 25-40. 2023
- Do We Use the Right Elements for Assurance Case Development?. Lecture Notes in Networks and Systems. 278-286. 2023
- Question Guru: An Automated Multiple-Choice Question Generation System. Lecture Notes in Networks and Systems. 501-514. 2023
- Enhanced Reinforcement Learning Model for Extraction of Objects in Complex Imaging. Lecture Notes in Networks and Systems. 946-964. 2022
- Machine Learning in Healthcare: Current Trends and the Future. International Conference on Artificial Intelligence for Smart Community. 659-675. 2022
- Performance Degradation of Multi-class Classification Model Due to Continuous Evolving Data Streams. Lecture Notes on Data Engineering and Communications Technologies. 696-706. 2021
- A Set of Rules for Constructing Gender-Based Personality Types’ Composition for Software Programmer. Proceedings of the International Conference on Data Engineering 2015 (DaEng-2015). 363-374. 2019
- A Survey on Signal Processing Methods in Fiber Optic Sensor for Oxidized Carbon Steel. Advances in Intelligent Systems and Computing. 13-24. 2019
- An Approach of Filtering to Select IMFs of EEMD in Acoustic Emission [AE] Sensors for Oxidized Carbon Steel. Advances in Intelligent Systems and Computing. 255-273. 2019
- An Approach of Filtering to Select IMFs of EEMD in Signal Processing for Acoustic Emission [AE] Sensors. Intelligent Systems in Cybernetics and Automation Control Theory. 100-111. 2019
- An Enhance Approach of Filtering to Select Adaptive IMFs of EEMD in Fiber Optic Sensor for Oxidized Carbon Steel. Advances in Intelligent Systems and Computing. 241-255. 2019
- Evaluation of Machine Learning Algorithms in Predicting $${\text {CO}}_2$$ Internal Corrosion in Oil and Gas Pipelines. Advances in Intelligent Systems and Computing. 236-254. 2019
- A Rough-Fuzzy Inference System for Selecting Team Leader for Software Development Teams. Advances in Intelligent Systems and Computing. 304-314. 2018
- Inference Algorithms in Latent Dirichlet Allocation for Semantic Classification. Applied Computational Intelligence and Mathematical Methods. 173-184. 2018
- Common Spatial Pattern with Feature Scaling (FSc-CSP) for Motor Imagery Classification. Communications in Computer and Information Science. 591-604. 2017
- Combining Hidden Markov Model and Case Based Reasoning for Time Series Forecasting. Communications in Computer and Information Science. 237-247. 2015
- Hybrid Model for the Training of Interval Type-2 Fuzzy Logic System. Neural Information Processing. 644-653. 2015
- Semantic Intensity: Objects Contributions Towards Image Annotation. Advances in Visual Informatics. 237-248. 2015
- Software Effective Risk Management: An Evaluation of Risk Management Process Models and Standards. Lecture Notes in Electrical Engineering. 837-844. 2015
- Web Intelligence. 83-104. 2015
- Development of Web Services Fuzzy Quality Models using Data Clustering Approach. Lecture Notes in Electrical Engineering. 631-640. 2014
- The Effects of Icon Characteristics on Users’ Perception. Advances in Visual Informatics. 652-663. 2013
- Completeness Knowledge Representation in Fuzzy Description Logics. Communications in Computer and Information Science. 164-173. 2012
- Load Forecasting Accuracy through Combination of Trimmed Forecasts. Neural Information Processing. 152-159. 2012
- Assessing Educators’ Acceptance of Virtual Reality (VR) in the Classroom Using the Unified Theory of Acceptance and Use of Technology (UTAUT). Lecture Notes in Computer Science. 216-225. 2011
- Exploiting the Query Expansion through Knowledgebases for Images. Lecture Notes in Computer Science. 93-103. 2011
- Fuzzy Based Approach for Complaint Management. Informatics Engineering and Information Science. 386-400. 2011
- Investigation of Collaborative Interaction Using ITB-Based Setting vs. Computer-Based Setting. Informatics Engineering and Information Science. 354-368. 2011
- Security Modeling of SOA System Using Security Intent DSL. Software Engineering and Computer Systems. 176-190. 2011
conference paper

education and training

Ph.D. in Artificial Intelligence 2009
M.S. in Information Technology, RMIT University 2002
B.S. in Computer Science 1998

full name

Jafreezal bin Jaafar

primary email

jafreez@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

jafreez@utp.edu.my

Websites