Abdulkadir, Said Jadid

Abdulkadir, Said Jadid

Assoc. Prof. Ts. Dr.

Positions

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

Said Jadid Abdulkadir (Senior Member, IEEE) received the B.Sc. degree in computer science from Moi University, the M.Sc. degree in computer science from Universiti Teknologi Malaysia, and the Ph.D. degree in information technology from Universiti Teknologi PETRONAS. He is currently an Associate Professor with the Department of Computer and Information Sciences, Universiti Teknologi PETRONAS. His current research interests include supervised machine learning and predictive and streaming analytics. He is currently serving as a Journal Reviewer for Artificial Intelligence Review, IEEE A ccess, and Knowledge-Based Systems

member of

Computer & Information Science Department

selected publications

academic article
- A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023). IEEE Access. 12:57815-57836. 2024
- Comparison and Investigation of AI-Based Approaches for Cyberattack Detection in Cyber-Physical Systems. IEEE Access. 12:31988-32004. 2024
- Deep deterministic policy gradient algorithm: A systematic review. Heliyon. 10:e30697. 2024
- Energy-efficient routing protocol for reliable low-latency Internet of Things in oil and gas pipeline monitoring. PeerJ Computer Science. 10:e1908. 2024
- A Novel Wrapper-Based Optimization Algorithm for the Feature Selection and Classification. Computers, Materials & Continua. 74:5799-5820. 2023
- A novel bitwise arithmetic optimization algorithm for the rule base optimization of deep neuro-fuzzy system. Journal of King Saud University - Computer and Information Sciences. 35:821-842. 2023
- BAOA: Binary Arithmetic Optimization Algorithm With K-Nearest Neighbor Classifier for Feature Selection. IEEE Access. 11:94094-94115. 2023
- Computational modelling for predicting rheological properties of composite modified asphalt binders. Case Studies in Construction Materials. 19:e02651. 2023
- Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey. Artificial Intelligence Review. 56:865-913. 2023
- Enhanced Deep Deterministic Policy Gradient Algorithm Using Grey Wolf Optimizer for Continuous Control Tasks. IEEE Access. 11:139771-139784. 2023
- Enhanced Multi-Objective Grey Wolf Optimizer with L関y Flight and Mutation Operators for Feature Selection. Computer Systems Science and Engineering. 47:1937-1966. 2023
- Epistemic Uncertainty and Model Transparency in Rock Facies Classification Using Monte Carlo Dropout Deep Learning. IEEE Access. 11:89349-89358. 2023
- LSTM Inefficiency in Long-Term Dependencies Regression Problems. Journal of Advanced Research in Applied Sciences and Engineering Technology. 30:16-31. 2023
- Optimizing Hyperparameters for Improved Melanoma Classification using Metaheuristic Algorithm. International Journal of Advanced Computer Science and Applications. 14. 2023
- Predicting the rutting parameters of nanosilica/waste denim fiber composite asphalt binders using the response surface methodology and machine learning methods. Construction and Building Materials. 363:129871. 2023
- Prediction of critical total drawdown in sand production from gas wells: Machine learning approach. The Canadian Journal of Chemical Engineering. 101:2493-2509. 2023
- Prediction of oil and gas pipeline failures through machine learning approaches: A systematic review. Energy Reports. 10:1313-1338. 2023
- Subspace Clustering in High-Dimensional Data Streams: A Systematic Literature Review. Computers, Materials & Continua. 75:4649-4668. 2023
- Systematic Literature Review of Information Extraction From Textual Data: Recent Methods, Applications, Trends, and Challenges. IEEE Access. 11:10535-10562. 2023
- Type 2 Diabetes Risk Prediction Using Deep Convolutional Neural Network Based-Bayesian Optimization. Computers, Materials & Continua. 75:3223-3238. 2023
- Utilization of response surface methodology and machine learning for predicting and optimizing mixing and compaction temperatures of bio-modified asphalt. Case Studies in Construction Materials. 18:e02073. 2023
- A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods. Neural Computing and Applications. 34:1837-1875. 2022
- Analysis of Deep Learning Techniques for Dental Informatics: A Systematic Literature Review. Healthcare. 10:1892. 2022
- Detecting Cybersecurity Attacks in Internet of Things Using Artificial Intelligence Methods: A Systematic Literature Review. Electronics. 11:198. 2022
- Energy Price Forecasting Through Novel Fuzzy Type-1 Membership Functions. Computers, Materials & Continua. 73:1799-1815. 2022
- Enhanced Symbol Recognition based on Advanced Data Augmentation for Engineering Diagrams. International Journal of Advanced Computer Science and Applications. 13. 2022
- Hybrid binary whale with harris hawks for feature selection. Neural Computing and Applications. 34:19377-19395. 2022
- Hyper-Parameter Optimization of Semi-Supervised GANs Based-Sine Cosine Algorithm for Multimedia Datasets. Computers, Materials & Continua. 73:2169-2186. 2022
- Hyperparameter Optimization of Evolving Spiking Neural Network for Time-Series Classification. New Generation Computing. 40:377-397. 2022
- Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm. Journal of Computational Science. 64:101867. 2022
- Uncertainty Quantification in Classifying Complex Geological Facies Using Bayesian Deep Learning. IEEE Access. 10:113767-113777. 2022
- A Novel Approach to Generate Type-1 Fuzzy Triangular and Trapezoidal Membership Functions to Improve the Classification Accuracy. Symmetry. 13:1932. 2021
- An Ensemble One Dimensional Convolutional Neural Network with Bayesian Optimization for Environmental Sound Classification. Applied Sciences. 11:4660. 2021
- Classification of Reservoir Recovery Factor for Oil and Gas Reservoirs: A Multi-Objective Feature Selection Approach. Journal of Marine Science and Engineering. 9:888. 2021
- Classification of children’s drawing strategies on touch-screen of seriation objects using a novel deep learning hybrid model. Alexandria Engineering Journal. 60:115-129. 2021
- Digital Addiction: Systematic Review of Computer Game Addiction Impact on Adolescent Physical Health. Electronics. 10:996. 2021
- Empirical Analysis of Rank Aggregation-Based Multi-Filter Feature Selection Methods in Software Defect Prediction. Electronics. 10:179. 2021
- Enhanced Weight-Optimized Recurrent Neural Networks Based on Sine Cosine Algorithm for Wave Height Prediction. Journal of Marine Science and Engineering. 9:524. 2021
- Hybrid Binary Grey Wolf With Harris Hawks Optimizer for Feature Selection. IEEE Access. 9:31662-31677. 2021
- KP-Rank: a semantic-based unsupervised approach for keyphrase extraction from text data. Multimedia Tools and Applications. 80:12469-12506. 2021
- One-Dimensional Convolutional Neural Network with Adaptive Moment Estimation for Modelling of the Sand Retention Test. Applied Sciences. 11:3802. 2021
- Prediction of Sunspots using Fuzzy Logic: A Triangular Membership Function-based Fuzzy C-Means Approach. International Journal of Advanced Computer Science and Applications. 12. 2021
- A Novel One-Dimensional CNN with Exponential Adaptive Gradients for Air Pollution Index Prediction. Sustainability. 12:10090. 2020
- Approaches to Multi-Objective Feature Selection: A Systematic Literature Review. IEEE Access. 8:125076-125096. 2020
- Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification. IEEE Access. 8:106247-106263. 2020
- Impact of Feature Selection Methods on the Predictive Performance of Software Defect Prediction Models: An Extensive Empirical Study. Symmetry. 12:1147. 2020
- Association Rules-Based Cancer Data Analysis of Khartoum Centre for Radiation and Isotopes. Journal of Computational and Theoretical Nanoscience. 16:2289-2293. 2019
- Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection. IEEE Access. 7:39496-39508. 2019
- Investigating the Schedulability of Periodic Real-Time Tasks in Virtualized Cloud Environment. IEEE Access. 7:29533-29542. 2019
- Performance Analysis of Feature Selection Methods in Software Defect Prediction: A Search Method Approach. Applied Sciences. 9:2764. 2019
- Data Governance Cloud Security Checklist at Infrastructure as a Service (IaaS). International Journal of Advanced Computer Science and Applications. 9. 2018
- Key Concept Identification: A Comprehensive Analysis of Frequency and Topical Graph-Based Approaches. Information. 9:128. 2018
- Key Concept Identification: A Sentence Parse Tree-Based Technique for Candidate Feature Extraction From Unstructured Texts. IEEE Access. 6:60403-60413. 2018
- Long Short Term Memory Recurrent Network for Standard and Poor’s 500 Index Modelling. International Journal of Engineering & Technology. 7:25. 2018
- Scaled UKF–NARX hybrid model for multi-step-ahead forecasting of chaotic time series data. Soft Computing. 19:3479-3496. 2015
chapter
- Event Detection and Information Extraction Strategies from Text: A Preliminary Study Using GENIA Corpus. Lecture Notes in Networks and Systems. 118-127. 2023
- An Evolutionary Stream Clustering Technique Outlier Detection in Medical Data. International Conference on Artificial Intelligence for Smart Community. 539-546. 2022
- Evolving Spiking Neural Network for Prediction Problems in Healthcare System. International Conference on Artificial Intelligence for Smart Community. 625-631. 2022
- Moth-Flame Optimization Algorithm for Feature Selection: A Review and Future Trends. Handbook of Moth-Flame Optimization Algorithm. 11-34. 2022
- Rank Aggregation Based Multi-filter Feature Selection Method for Software Defect Prediction. Communications in Computer and Information Science. 371-383. 2021
- Search-Based Wrapper Feature Selection Methods in Software Defect Prediction: An Empirical Analysis. Intelligent Algorithms in Software Engineering. 492-503. 2020
- Feature Selection Method Based on Grey Wolf Optimization for Coronary Artery Disease Classification. Advances in Intelligent Systems and Computing. 257-266. 2019
- Hybridization of Ensemble Kalman Filter and Non-linear Auto-regressive Neural Network for Financial Forecasting. Mining Intelligence and Knowledge Exploration. 72-81. 2014
- Unscented Kalman Filter for Noisy Multivariate Financial Time-Series Data. Lecture Notes in Computer Science. 87-96. 2013
conference paper

education and training

Ph.D. in Information Technology 2016
M.Sc. in Computer Science 2012
B.Sc. in Computer Science, Moi University 2009

full name

Said Jadid Abdulkadir

primary email

Information Technology

webpage

Publications in VIVO

Co-author Network

Contact Info

Information Technology

Websites