Article

Abdullahi, M. and Alhussian, H. and Aziz, N. and Abdulkadir, S.J. and Alwadain, A. and Muazu, A.A. and Bala, A. (2024) Comparison and Investigation of AI-Based Approaches for Cyberattack Detection in Cyber-Physical Systems. IEEE Access, 12. pp. 31988-32004. ISSN 21693536

Ragab, M.G. and Abdulkadir, S.J. and Muneer, A. and Alqushaibi, A. and Sumiea, E.H. and Qureshi, R. and Al-Selwi, S.M. and Alhussian, H. (2024) A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023). IEEE Access, 12. pp. 57815-57836. ISSN 21693536

Alqushaibi, A. and Hasan, M.H. and Abdulkadir, S.J. and Danyaro, K.U. and Ragab, M.G. and Al-Selwi, S.M. and Sumiea, E.H. and Alhussian, H. (2024) Enhanced Colon Cancer Segmentation and Image Synthesis through Advanced Generative Adversarial Networks based-Sine Cosine Algorithm. IEEE Access. p. 1. ISSN 21693536

Al-Sabaeei, A.M. and Alhussian, H. and Abdulkadir, S.J. and Sutanto, M. and Alrashydah, E. and Mabrouk, G. and Bilema, M. and Milad, A. and Abdulrahman, H. (2023) Computational modelling for predicting rheological properties of composite modified asphalt binders. Case Studies in Construction Materials, 19.

Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Aziz, N. and Bamhdi, A. (2023) Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey. Artificial Intelligence Review, 56 (2). pp. 865-913.

Sumiea, E.H.H. and Abdulkadir, S.J. and Ragab, M.G. and Al-Selwi, S.M. and Fati, S.M. and Alqushaibi, A. and Alhussian, H. (2023) Enhanced Deep Deterministic Policy Gradient Algorithm Using Grey Wolf Optimizer for Continuous Control Tasks. IEEE Access, 11. pp. 139771-139784. ISSN 21693536

Talpur, N. and Abdulkadir, S.J. and Hasan, M.H. and Alhussian, H. and Alwadain, A. (2023) A Novel Wrapper-Based Optimization Algorithm for the Feature Selection and Classification. Computers, Materials and Continua, 74 (3). pp. 5799-5820. ISSN 15462218

Adamu, S. and Alhussian, H. and Aziz, N. and Abdulkadir, S.J. and Alwadin, A. and Imam, A.A. and Garba, A. and Saidu, Y. (2023) Optimizing Hyperparameters for Improved Melanoma Classification using Metaheuristic Algorithm. International Journal of Advanced Computer Science and Applications, 14 (10). pp. 531-540. ISSN 2158107X

Al-Sabaeei, A.M. and Alhussian, H. and Jadid Abdulkadir, S. and Giustozzi, F. and Mohd Jakarni, F. and Md Yusoff, N.I. (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.

Al-Sabaeei, A.M. and Alhussian, H. and Abdulkadir, S.J. and Jagadeesh, A. (2023) Prediction of oil and gas pipeline failures through machine learning approaches: A systematic review. Energy Reports, 10. pp. 1313-1338.

Baashar, Y. and Alkawsi, G. and Wan Ahmad, W.N. and Alomari, M.A. and Alhussian, H. and Tiong, S.K. (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 (5).

Alqushaibi, A. and Hasan, M.H. and Abdulkadir, S.J. and Muneer, A. and Gamal, M. and Al-Tashi, Q. and Taib, S.M. and Alhussian, H. (2023) Type 2 Diabetes Risk Prediction Using Deep Convolutional Neural Network Based-Bayesian Optimization. Computers, Materials and Continua, 75 (2). pp. 3223-3238.

Al-Sabaeei, A.M. and Alhussian, H. and Abdulkadir, S.J. and Giustozzi, F. and Napiah, M. and Jagadeesh, A. and Sutanto, M. and Memon, A.M. (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.

Talpur, N. and Jadid Abdulkadir, S. and Akashah Patah Akhir, E. and Hilmi Hasan, M. and Alhussian, H. and Hafizul Afifi Abdullah, M. (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 (2). pp. 821-842.

Abdullahi, M. and Alhussian, H. and Aziz, N. (2022) Adaptation of Machine Learning and Blockchain Technology in Cyber-Physical System Applications: A Concept Paper. Lecture Notes in Electrical Engineering, 758. pp. 517-523. ISSN 18761100

Abdullahi, M. and Baashar, Y. and Alhussian, H. and Alwadain, A. and Aziz, N. and Capretz, L.F. and Abdulkadir, S.J. (2022) Detecting Cybersecurity Attacks in Internet of Things Using Artificial Intelligence Methods: A Systematic Literature Review. Electronics (Switzerland), 11 (2). ISSN 20799292

Baashar, Y. and Alkawsi, G. and Alhussian, H. and Capretz, L.F. and Alwadain, A. and Alkahtani, A.A. and Almomani, M. (2022) Effectiveness of Artificial Intelligence Models for Cardiovascular Disease Prediction: Network Meta-Analysis. Computational Intelligence and Neuroscience, 2022. ISSN 16875265

Baashar, Y. and Alkawsi, G. and Ahmad, W.N.W. and Alhussian, H. and Alwadain, A. and Capretz, L.F. and Babiker, A. and Alghail, A. (2022) Effectiveness of Using Augmented Reality for Training in the Medical Professions: Meta-analysis. JMIR Serious Games, 10 (3). ISSN 22919279

Baashar, Y. and Hamed, Y. and Alkawsi, G. and Fernando Capretz, L. and Alhussian, H. and Alwadain, A. and Al-amri, R. (2022) Evaluation of postgraduate academic performance using artificial intelligence models. Alexandria Engineering Journal, 61 (12). pp. 9867-9878. ISSN 11100168

Ghali, A.A. and Ahmad, R. and Alhussian, H. (2022) A Framework for Enhancing Network Lifetime in Internet of Things Environment Using Clustering Formation. Lecture Notes in Electrical Engineering, 758. pp. 401-407. ISSN 18761100

Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Abdullah, M.H.A. (2022) Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm. Journal of Computational Science, 64. ISSN 18777503

Talpur, N. and Abdulkadir, S.J. and Alhussian, H. and Hasan, M.H. and Aziz, N. and Bamhdi, A. (2022) A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods. Neural Computing and Applications, 34 (3). pp. 1837-1875. ISSN 09410643

Pysal, D. and Abdulkadir, S.J. and Mohd Shukri, S.R. and Alhussian, H. (2021) Classification of children's drawing strategies on touch-screen of seriation objects using a novel deep learning hybrid model. Alexandria Engineering Journal, 60 (1). pp. 115-129. ISSN 11100168

Muneer, A. and Taib, S.M. and Fati, S.M. and Alhussian, H. (2021) Deep�learning based prognosis approach for remaining useful life prediction of turbofan engine. Symmetry, 13 (10). ISSN 20738994

Alqushaibi, A. and Abdulkadir, S.J. and Rais, H.M. and Al-Tashi, Q. and Ragab, M.G. and Alhussian, H. (2021) Enhanced weight-optimized recurrent neural networks based on sine cosine algorithm for wave height prediction. Journal of Marine Science and Engineering, 9 (5). ISSN 20771312

Aman, M. and Abdulkadir, S.J. and Aziz, I.A. and Alhussian, H. and Ullah, I. (2021) KP-Rank: a semantic-based unsupervised approach for keyphrase extraction from text data. Multimedia Tools and Applications, 80 (8). pp. 12469-12506. ISSN 13807501

Ragab, M.G. and Abdulkadir, S.J. and Aziz, N. and Alhussian, H. and Bala, A. and Alqushaibi, A. (2021) An ensemble one dimensional convolutional neural network with bayesian optimization for environmental sound classification. Applied Sciences (Switzerland), 11 (10). ISSN 20763417

Ghali, A.A. and Ahmad, R. and Alhussian, H. (2021) A framework for mitigating ddos and dos attacks in iot environment using hybrid approach. Electronics (Switzerland), 10 (11). ISSN 20799292

Alkawsi, G.A. and Ali, N. and Mustafa, A.S. and Baashar, Y. and Alhussian, H. and Alkahtani, A. and Tiong, S.K. and Ekanayake, J. (2021) A hybrid SEM-neural network method for identifying acceptance factors of the smart meters in Malaysia: Challenges perspective. Alexandria Engineering Journal, 60 (1). pp. 227-240. ISSN 11100168

Al-Tashi, Q. and Abdulkadir, S.J. and Rais, H.M. and Mirjalili, S. and Alhussian, H. (2020) Approaches to Multi-Objective Feature Selection: A Systematic Literature Review. IEEE Access, 8. pp. 125076-125096. ISSN 21693536

Khoiruddin, A.A. and Zakaria, N. and Alhussian, H. (2020) Asynchronous Non-Blocking Algorithm to Handle Straggler Reduce Tasks in Hadoop System. International Journal on Advanced Science, Engineering and Information Technology, 10 (5). pp. 1913-1919. ISSN 20885334

Al-Tashi, Q. and Abdulkadir, S.J. and Rais, H.M. and Mirjalili, S. and Alhussian, H. and Ragab, M.G. and Alqushaibi, A. (2020) Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification. IEEE Access, 8. pp. 106247-106263. ISSN 21693536

Baashar, Y. and Alhussian, H. and Patel, A. and Alkawsi, G. and Alzahrani, A.I. and Alfarraj, O. and Hayder, G. (2020) Customer relationship management systems (CRMS) in the healthcare environment: A systematic literature review. Computer Standards and Interfaces, 71. ISSN 09205489

Fageeri, S. and Ahmad, R. and Alhussian, H. (2020) An Efficient Algorithm for Mining Frequent Itemsets and Association Rules. Studies in Computational Intelligence, 782. pp. 229-244. ISSN 1860949X

Jaradat, A. and Alhussian, H. and Patel, A. and Fati, S.M. (2020) Multiple users replica selection in data grids for fair user satisfaction: A hybrid approach. Computer Standards and Interfaces, 71. ISSN 09205489

Amir, A.N. and Alhussian, H. and Hayder, G. and Basri, S. and Jadid, S. (2020) Smart water quality IoT-based system for healthy living. Journal of Green Engineering, 10 (12). pp. 13299-13310. ISSN 19044720

Al-Kaf, H.A.G. and Alduais, N.A.M. and Saad, A.-M.H.Y. and Chia, K.S. and Mohsen, A.M. and Alhussian, H. and Mahdi, A.A.M.H. and Salam, W.S.-I.W. (2020) A bootstrapping soft shrinkage approach and interval random variables selection hybrid model for variable selection in near-infrared spectroscopy. IEEE Access, 8. pp. 168036-168052. ISSN 21693536

Ragab, M.G. and Abdulkadir, S.J. and Aziz, N. and Al-Tashi, Q. and Alyousifi, Y. and Alhussian, H. and Alqushaibi, A. (2020) A novel one-dimensional cnn with exponential adaptive gradients for air pollution index prediction. Sustainability (Switzerland), 12 (23). pp. 1-22. ISSN 20711050

Fageeri, S. and Alhussian, H. and Jadid, S. and Abdalla, I.E.E. and Mohamed, A.O.A. and Hussain, A. (2019) Association rules-based cancer data analysis of Khartoum Centre for Radiation and Isotopes. Journal of Computational and Theoretical Nanoscience, 16 (5-6). pp. 2289-2293. ISSN 15461955

Al-Tashi, Q. and Abdul Kadir, S.J. and Rais, H.M. and Mirjalili, S. and Alhussian, H. (2019) Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection. IEEE Access, 7. pp. 39496-39508. ISSN 21693536

Alhussian, H. and Zakaria, N. and Patel, A. and Jaradat, A. and Abdulkadir, S.J. and Ahmed, A.Y. and Bahbouh, H.T. and Fageeri, S.O. and Elsheikh, A.A. and Watada, J. (2019) Investigating the schedulability of periodic real-time tasks in virtualized cloud environment. IEEE Access, 7. pp. 29533-29542. ISSN 21693536

Abdulkadir, S.J. and Alhussian, H. and Alzahrani, A.I. (2018) Analysis of recurrent neural networks for henon simulated time-series forecasting. Journal of Telecommunication, Electronic and Computer Engineering, 10 (1-8). pp. 155-159. ISSN 21801843

Abdulkadir, S.J. and Alhussian, H. and Nazmi, M. and Elsheikh, A.A. (2018) Long short term memory recurrent network for standard and Poor's 500 index modelling. International Journal of Engineering and Technology(UAE), 7 (4). pp. 25-29. ISSN 2227524X

Hayder, G. and Perumulselum, P. and Alhussian, H. (2018) Treatment of domestic wastewater with fixed bed biofilm reactor. International Journal of Engineering and Technology(UAE), 7 (4). pp. 22-25. ISSN 2227524X

Hussain, A. and Mkpojiogu, E.O.C. and Suleiman, K. and Alhussian, H. (2018) A heuristic evaluation of a mobile print and design shopping application. Journal of Advanced Research in Dynamical and Control Systems, 10 (10 Spe). pp. 1457-1462. ISSN 1943023X

Patel, A. and Alhussian, H. and Pedersen, J.M. and Bounabat, B. and Júnior, J.C. and Katsikas, S. (2017) A nifty collaborative intrusion detection and prevention architecture for Smart Grid ecosystems. Computers and Security, 64. pp. 92-109. ISSN 01674048

Alhussian, H. and Zakaria, N. and Patel, A. (2016) An unfair semi-greedy real-time multiprocessor scheduling algorithm. Computers and Electrical Engineering, 50. pp. 143-165. ISSN 00457906

Alhussian, H. and Zakaria, N. and Hussin, F.A. and Bahbouh, H.T. (2014) A modified LRE-TL real-time multiprocessor scheduling algorithm. Lecture Notes in Electrical Engineering, 285 LN. pp. 335-344. ISSN 18761100

Conference or Workshop Item

Abdullahi, M. and Alhussian, H. and Aziz, N. and Abdulkadir, S.J. and Baashar, Y. (2022) Deep Learning Model for Cybersecurity Attack Detection in Cyber-Physical Systems. In: UNSPECIFIED.

Baashar, Y. and Alkawsi, G. and Alhussian, H. and Bahbouh, H.T. (2021) Implementation of Customer Relationship Management System (CRMS) in Healthcare: An Actor-Network Theory (ANT) Perception. In: UNSPECIFIED.

Baashar, Y. and Alkawsi, G. and Ali, N. and Alhussian, H. and Bahbouh, H.T. (2021) Predicting student's performance using machine learning methods: A systematic literature review. In: UNSPECIFIED.

Alhussian, H. and Zakaria, N. and Abdulkadir, S.J. and Fageeri, S.O. (2016) Performance evaluation of real-time multiprocessor scheduling algorithms. In: UNSPECIFIED.

Abdulkadir, S.J. and Yong, S.-P. and Alhussian, H. (2016) An enhanced ELMAN-NARX hybrid model for FTSE Bursa Malaysia KLCI index forecasting. In: UNSPECIFIED.

Fageeri, S.O. and Ahmad, R. and Alhussian, H. (2016) A performance analysis of association rule mining algorithms. In: UNSPECIFIED.

Alhussian, H. and Zakaria, N. (2015) An efficient zero-laxity based real-time multiprocessor scheduling algorithm. In: UNSPECIFIED.

Alhussian, H. and Zakaria, N. and Hussin, F.A. and Bahbouh, H.T. (2014) A semi greedy soft real-time multiprocessor scheduling algorithm. In: UNSPECIFIED.

Alhussian, H. and Zakaria, N. and Hussin, F.A. and Bahbouh, H.T. (2012) A review of the current status of the Java programming on embedded real-time systems. In: UNSPECIFIED.