Abdul Aziz, Izzatdin bin

Abdul Aziz, Izzatdin bin

Assoc. Prof. Dr.

Positions

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

overview

Assoc. Prof. Dr. Izzatdin Abdul Aziz is currently heading the Center for Research in Data Science (CeRDaS), where he focuses in solving complex upstream and downstream Oil and Gas (O&G) industry problems from the viewpoint of data sciences, machine learning and big data analytics. He obtained his Ph.D in Information Technology from Deakin University, Australia working in the domain of hydrocarbon exploration and cloud computing. He is working closely with O&G companies in delivering solutions for complex problems such as Offshore O&G pipeline corrosion rate prediction, O&G pipeline corrosion detection, rotating machine, and process failure prediction, securing data on clouds and bridging upstream and downstream oil and gas businesses through data analytics

member of

Department of Computer & Information Science

selected publications

academic article
- Parallel Enhanced Whale Optimization Algorithm for Independent Tasks Scheduling on Cloud Computing. IEEE Access. 12:23529-23548. 2024
- Robustness evaluations of pathway activity inference methods on gene expression data. BMC Bioinformatics. 25:23. 2024
- A Pixel-Wise k-Immediate Neighbour-Based Image Analysis Approach for Identifying Rock Pores and Fractures from Grayscale Image Samples. Algorithms. 16:42. 2023
- A Review of Random Walk-Based Method for the Identification of Disease Genes and Disease Modules. IEEE Access. 11:116366-116383. 2023
- A Review on Task Scheduling Techniques in Cloud and Fog Computing: Taxonomy, Tools, Open Issues, Challenges, and Future Directions. IEEE Access. 11:143417-143445. 2023
- A Systematic Review of Anomaly Detection within High Dimensional and Multivariate Data. JOIV : International Journal on Informatics Visualization. 7:122. 2023
- Clustering Cum Polar Coordinate Feature Transformation (C-PCFT) Approach to Identify Pores in Carbonate Rocks. IEEE Access. 11:98486-98499. 2023
- Machine Learning and Synthetic Minority Oversampling Techniques for Imbalanced Data: Improving Machine Failure Prediction. Computers, Materials & Continua. 75:4821-4841. 2023
- Subspace Clustering in High-Dimensional Data Streams: A Systematic Literature Review. Computers, Materials & Continua. 75:4649-4668. 2023
- Adaptive Hierarchical Density-Based Spatial Clustering Algorithm for Streaming Applications. Telecom. 4:1-14. 2022
- Analysis of Pneumonia Model via Efficient Computing Techniques. Computers, Materials & Continua. 70:6073-6088. 2022
- BIoMT: A State-of-the-Art Consortium Serverless Network Architecture for Healthcare System Using Blockchain Smart Contracts. IEEE Access. 10:78887-78898. 2022
- Cauchy Density-Based Algorithm for VANETs Clustering in 3D Road Environments. IEEE Access. 10:76376-76385. 2022
- Cross-Layer and Energy-Aware AODV Routing Protocol for Flying Ad-Hoc Networks. Sustainability. 14:8980. 2022
- Deep Reinforcement Learning for Anomaly Detection: A Systematic Review. IEEE Access. 10:124017-124035. 2022
- Metaheuristic Algorithms Based on Compromise Programming for the Multi-Objective Urban Shipment Problem. Entropy. 24:388. 2022
- PrimeNet: Adaptive Multi-Layer Deep Neural Structure for Enhanced Feature Selection in Early Convolution Stage. Applied Sciences. 12:1842. 2022
- Recent Applications of Artificial Intelligence in the Detection of Gastrointestinal, Hepatic and Pancreatic Diseases. Current Medicinal Chemistry. 29:66-85. 2022
- Utilitarian, hedonic, and self-esteem motives in online shopping. Spanish Journal of Marketing - ESIC. 26:231-246. 2022
- Lithology prediction using well logs: A granular computing approach. International Journal of Innovative Computing, Information and Control. 17:225-244. 2021
- 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
- A deep neural network–based approach for prediction of mutagenicity of compounds. Environmental Science and Pollution Research. 28:47641-47650. 2021
- Alginate/PVA/chitosan injection composites as scaffold material for nucleus pulposus regeneration. IOP Conference Series: Earth and Environmental Science. 649:012019. 2021
- An interval type-2 fuzzy model of compliance monitoring for quality of web service. Annals of Operations Research. 300:415-441. 2021
- Data-Driven Deep Learning-Based Attention Mechanism for Remaining Useful Life Prediction: Case Study Application to Turbofan Engine Analysis. Electronics. 10:2453. 2021
- Genetic Algorithm for Solving Multi-Objective Optimization in Examination Timetabling Problem. International Journal of Emerging Technologies in Learning (iJET). 16:4. 2021
- KP-Rank: a semantic-based unsupervised approach for keyphrase extraction from text data. Multimedia Tools and Applications. 80:12469-12506. 2021
- Meta-Heuristic Algorithms for Learning Path Recommender at MOOC. IEEE Access. 9:59093-59107. 2021
- Pluggable Micronetwork for Layer Configuration Relay in a Dynamic Deep Neural Surface. IEEE Access. 9:124831-124846. 2021
- Reward-based residential wireless sensor optimization approach for appliance monitoring. Soft Computing. 25:6947-6956. 2021
- Missing well log data handling in complex lithology prediction: An nis apriori algorithm approach. International Journal of Innovative Computing, Information and Control. 16:1077 -1091. 2020
- High Stop Band Rejection for Ceramic Loaded Waveguide Filters. IEEE Access. 8:109309-109314. 2020
- Incremental Interval Type-2 Fuzzy Clustering of Data Streams using Single Pass Method. Sensors. 20:3210. 2020
- Machine Learning in Electrofacies Classification and Subsurface Lithology Interpretation: A Rough Set Theory Approach. Applied Sciences. 10:5940. 2020
- Modified ISR hyper-heuristic for tuning automatic genetic clustering chromosome size. IOP Conference Series: Materials Science and Engineering. 932:012065. 2020
- Supervised Machine Learning in Electrofacies Classification: A Rough Set Theory Approach. Journal of Physics: Conference Series. 1529:052048. 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
- A hybrid prediction model for pipeline corrosion using Artificial Neural Network with Particle Swarm Optimization. Journal of Engineering and Applied Sciences. 13:3131-3138. 2018
- Data Governance Cloud Security Checklist at Infrastructure as a Service (IaaS). International Journal of Advanced Computer Science and Applications. 9. 2018
- Discovery of Corrosion Patterns using Symbolic Time Series Representation and N-gram Model. International Journal of Advanced Computer Science and Applications. 9. 2018
- Finding an effective classification technique to develop a software team composition model. Journal of Software: Evolution and Process. 30. 2018
- Balancing the Personality of Programmer: Software Development Team Composition. Malaysian Journal of Computer Science. 29:145-155. 2016
- DESIGNING A VEHICLE ALARM NOTIFICATION SYSTEM USING GSM NETWORK. Jurnal Teknologi. 78. 2016
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
- Enhanced Reinforcement Learning Model for Extraction of Objects in Complex Imaging. Lecture Notes in Networks and Systems. 946-964. 2022
- 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 and Future Vision of Double Auctions-Based Autonomous Cloud Service Negotiations. Advances in Intelligent Systems and Computing. 488-498. 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
- Machine Failure Prediction Technique Using Recurrent Neural Network Long Short-Term Memory-Particle Swarm Optimization Algorithm. Advances in Intelligent Systems and Computing. 243-252. 2019
- Parameter Calculation in Time Analysis for the Approach of Filtering to Select IMFs of EMD in AE Sensors for Leakage Signature. Advances in Intelligent Systems and Computing. 139-146. 2019
- A Performance Evaluation of Chi-Square Pruning Techniques in Class Association Rules Optimization. Applied Computational Intelligence and Mathematical Methods. 195-203. 2018
- A Rough-Fuzzy Inference System for Selecting Team Leader for Software Development Teams. Advances in Intelligent Systems and Computing. 304-314. 2018
- CMARPGA: Classification Based on Multiple Association Rules Using Parallel Genetic Algorithm Pruned Decision Tree. Recent Trends in Information and Communication Technology. 554-560. 2018
- Fog Computing as a Critical Link Between a Central Cloud and IoT in Support of Fast Discovery of New Hydrocarbon Reservoirs. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 247-261. 2018
- Inference Algorithms in Latent Dirichlet Allocation for Semantic Classification. Applied Computational Intelligence and Mathematical Methods. 173-184. 2018
- An Audio Steganography Technique to Maximize Data Hiding Capacity along with Least Modification of Host. Lecture Notes in Electrical Engineering. 277-289. 2014
- Performance Evaluation of Open Source Seismic Data Processing Packages. Algorithms and Architectures for Parallel Processing. 433-442. 2011
- Parallelization of Edge Detection Algorithm using MPI on Beowulf Cluster. Innovations in Computing Sciences and Software Engineering. 477-482. 2010
conference paper

education and training

Ph.D. in Information Technology, Deakin University, Australia 2014
University of Sydney, Australia 2004
2002

full name

Izzatdin bin Abdul Aziz

primary email

izzatdin@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

izzatdin@utp.edu.my

Websites