Alhassan Alhussian, Hitham Seddig

Alhassan Alhussian, Hitham Seddig

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

Assoc Prof Ts. Dr Hitham Seddig Alhassan Alhussian works as a Associate Professor at Universiti Teknologi PETRONAS, Department of Computer & Information Science. His specialization is real-time systems scheduling, parallel computing, real-time analytics and data mining.

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
- 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
- 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
- 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 oil and gas pipeline failures through machine learning approaches: A systematic review. Energy Reports. 10:1313-1338. 2023
- Systematic Literature Review of Information Extraction From Textual Data: Recent Methods, Applications, Trends, and Challenges. IEEE Access. 11:10535-10562. 2023
- Towards Wearable Augmented Reality in Healthcare: A Comparative Survey and Analysis of Head-Mounted Displays. International Journal of Environmental Research and Public Health. 20:3940. 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
- Detecting Cybersecurity Attacks in Internet of Things Using Artificial Intelligence Methods: A Systematic Literature Review. Electronics. 11:198. 2022
- Effectiveness of Artificial Intelligence Models for Cardiovascular Disease Prediction: Network Meta-Analysis. Computational Intelligence and Neuroscience. 2022:1-12. 2022
- Effectiveness of Using Augmented Reality for Training in the Medical Professions: Meta-analysis. JMIR Serious Games. 10:e32715. 2022
- Evaluation of postgraduate academic performance using artificial intelligence models. Alexandria Engineering Journal. 61:9867-9878. 2022
- Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm. Journal of Computational Science. 64:101867. 2022
- A Framework for Mitigating DDoS and DOS Attacks in IoT Environment Using Hybrid Approach. Electronics. 10:1282. 2021
- A hybrid SEM-neural network method for identifying acceptance factors of the smart meters in Malaysia: Challenges perspective. Alexandria Engineering Journal. 60:227-240. 2021
- An Ensemble One Dimensional Convolutional Neural Network with Bayesian Optimization for Environmental Sound Classification. Applied Sciences. 11:4660. 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
- Deep-Learning Based Prognosis Approach for Remaining Useful Life Prediction of Turbofan Engine. Symmetry. 13:1861. 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
- KP-Rank: a semantic-based unsupervised approach for keyphrase extraction from text data. Multimedia Tools and Applications. 80:12469-12506. 2021
- A Bootstrapping Soft Shrinkage Approach and Interval Random Variables Selection Hybrid Model for Variable Selection in Near-Infrared Spectroscopy. IEEE Access. 8:168036-168052. 2020
- A Critical Review on Adverse Effects of Concept Drift over Machine Learning Classification Models. International Journal of Advanced Computer Science and Applications. 11. 2020
- 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
- Asynchronous Non-Blocking Algorithm to Handle Straggler Reduce Tasks in Hadoop System. International Journal on Advanced Science, Engineering and Information Technology. 10:1913-1919. 2020
- Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification. IEEE Access. 8:106247-106263. 2020
- Customer relationship management systems (CRMS) in the healthcare environment: A systematic literature review. Computer Standards & Interfaces. 71:103442. 2020
- Multiple users replica selection in data grids for fair user satisfaction: A hybrid approach. Computer Standards & Interfaces. 71:103432. 2020
- Accuracy Performance Degradation in Image Classification Models due to Concept Drift. International Journal of Advanced Computer Science and Applications. 10. 2019
- 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
- Long Short Term Memory Recurrent Network for Standard and Poor’s 500 Index Modelling. International Journal of Engineering & Technology. 7:25. 2018
- Treatment of Domestic Wastewater with Fixed Bed Biofilm Reactor. International Journal of Engineering & Technology. 7:22. 2018
- A nifty collaborative intrusion detection and prevention architecture for Smart Grid ecosystems. Computers & Security. 64:92-109. 2017
- Minimizing scheduling overhead in LRE-TL real-time multiprocessor scheduling algorithm. TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES. 25:263-277. 2017
- An unfair semi-greedy real-time multiprocessor scheduling algorithm. Computers and Electrical Engineering. 50:143-165. 2016
chapter
- A Framework for Enhancing Network Lifetime in Internet of Things Environment Using Clustering Formation. International Conference on Artificial Intelligence for Smart Community. 401-407. 2022
- Adaptation of Machine Learning and Blockchain Technology in Cyber-Physical System Applications: A Concept Paper. International Conference on Artificial Intelligence for Smart Community. 517-523. 2022
- Human Emotion Detection Through Hybrid Approach. Artificial Intelligence and Technologies. 617-627. 2022
- An Efficient Algorithm for Mining Frequent Itemsets and Association Rules. Studies in Computational Intelligence. 229-244. 2020
- An Optimized Deep Convolutional Neural Network Architecture for Concept Drifted Image Classification. Advances in Intelligent Systems and Computing. 932-942. 2020
- Comparative Analysis of DoS and DDoS Attacks in Internet of Things Environment. Advances in Intelligent Systems and Computing. 183-194. 2020
- Factors Influencing Acceptance of Technology by Senior Citizens: A Systematic Review. Intelligent Algorithms in Software Engineering. 352-365. 2020
- A Fully Adaptive Image Classification Approach for Industrial Revolution 4.0. Advances in Intelligent Systems and Computing. 311-321. 2019
- A Modified LRE-TL Real-Time Multiprocessor Scheduling Algorithm. Lecture Notes in Electrical Engineering. 335-344. 2014
conference paper

education and training

Ph.D. 2014
M.Sc. 2002
B.Sc., University of Khartoum 2000

full name

Hitham Seddig Alhassan Alhussian

primary email

seddig.alhussian@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

seddig.alhussian@utp.edu.my

Websites