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

Sumiea, E.H. and Abdulkadir, S.J. and Alhussian, H.S. and Al-Selwi, S.M. and Alqushaibi, A. and Ragab, M.G. and Fati, S.M. (2024) Deep deterministic policy gradient algorithm: A systematic review. Heliyon, 10 (9).

Karam, S.N. and Bilal, K. and Khan, A.N. and Shuja, J. and Abdulkadir, S.J. (2024) Energy-efficient routing protocol for reliable low-latency Internet of Things in oil and gas pipeline monitoring. PeerJ Computer Science, 10. ISSN 23765992

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

Abusalim, S. and Zakaria, N. and Maqsood, A. and Saboor, A. and Yew, K.H. and Mokhtar, N. and Abdulkadir, S.J. (2024) Multi-granularity tooth analysis via YOLO-based object detection models for effective tooth detection and classification. IAES International Journal of Artificial Intelligence, 13 (2). pp. 2081-2092.

Al-Selwi, S.M. and Hassan, M.F. and Abdulkadir, S.J. and Muneer, A. and Sumiea, E.H. and Alqushaibi, A. and Ragab, M.G. (2024) RNN-LSTM: From applications to modeling techniques and beyond�Systematic review. Journal of King Saud University - Computer and Information Sciences, 36 (5).

Khodadadi, N. and Khodadadi, E. and Al-Tashi, Q. and El-Kenawy, E.-S.M. and Abualigah, L. and Abdulkadir, S.J. and Alqushaibi, A. and Mirjalili, S. (2023) BAOA: Binary Arithmetic Optimization Algorithm with K-Nearest Neighbor Classifier for Feature Selection. IEEE Access, 11. pp. 94094-94115. 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

Al-Tashi, Q. and Shami, T.M. and Abdulkadir, S.J. and Akhir, E.A.P. and Alwadain, A. and Alhussain, H. and Alqushaibi, A. and Rais, H.M.D. and Muneer, A. and Saad, M.B. and Wu, J. and Mirjalili, S. (2023) Enhanced Multi-Objective Grey Wolf Optimizer with Lévy Flight and Mutation Operators for Feature Selection. Computer Systems Science and Engineering, 47 (2). pp. 1937-1966.

Hossain, T.M. and Hermana, M. and Abdulkadir, S.J. (2023) Epistemic Uncertainty and Model Transparency in Rock Facies Classification Using Monte Carlo Dropout Deep Learning. IEEE Access, 11. pp. 89349-89358. ISSN 21693536

Abdullah, M.H.A. and Aziz, N. and Abdulkadir, S.J. and Akhir, E.A.P. and Talpur, N. (2023) Event Detection and Information Extraction Strategies from Text: A Preliminary Study Using GENIA Corpus. Lecture Notes in Networks and Systems, 573 LN. pp. 118-127.

Al-Selwi, S.M. and Hassan, M.F. and Abdulkadir, S.J. and Muneer, A. (2023) LSTM Inefficiency in Long-Term Dependencies Regression Problems. Journal of Advanced Research in Applied Sciences and Engineering Technology, 30 (3). pp. 16-31.

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

Alakbari, F.S. and Mohyaldinn, M.E. and Ayoub, M.A. and Muhsan, A.S. and Abdulkadir, S.J. and Hussein, I.A. and Salih, A.A. (2023) Prediction of critical total drawdown in sand production from gas wells: Machine learning approach. Canadian Journal of Chemical Engineering, 101 (5). pp. 2493-2509.

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.

Abdullah, M.H.A. and Aziz, N. and Abdulkadir, S.J. and Alhussian, H.S.A. and Talpur, N. (2023) Systematic Literature Review of Information Extraction From Textual Data: Recent Methods, Applications, Trends, and Challenges. IEEE Access, 11. pp. 10535-10562. ISSN 21693536

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.

AbuSalim, S. and Zakaria, N. and Islam, M.R. and Kumar, G. and Mokhtar, N. and Abdulkadir, S.J. (2022) Analysis of Deep Learning Techniques for Dental Informatics: A Systematic Literature Review. Healthcare (Switzerland), 10 (10). ISSN 22279032

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

Azam, M.H. and Hasan, M.H. and Malik, A.A. and Hassan, S. and Abdulkadir, S.J. (2022) Energy Price Forecasting Through Novel Fuzzy Type-1 Membership Functions. Computers, Materials and Continua, 73 (1). pp. 1799-1815. ISSN 15462218

Supardi, N.A. and Abdulkadir, S.J. and Aziz, N. (2022) An Evolutionary Stream Clustering Technique Outlier Detection in Medical Data. Lecture Notes in Electrical Engineering, 758. pp. 539-546. ISSN 18761100

Ibad, T. and Abdulkadir, S.J. and Aziz, N.B.A. (2022) Evolving Spiking Neural Network for Prediction Problems in Healthcare System. Lecture Notes in Electrical Engineering, 758. pp. 625-631. ISSN 18761100

Alwajih, R. and Abdulkadir, S.J. and Al Hussian, H. and Aziz, N. and Al-Tashi, Q. and Mirjalili, S. and Alqushaibi, A. (2022) Hybrid binary whale with harris hawks for feature selection. Neural Computing and Applications, 34 (21). pp. 19377-19395. ISSN 09410643

Al-Ragehi, A. and Abdulkadir, S.J. and Muneer, A. and Sadeq, S. and Al-Tashi, Q. (2022) Hyper-Parameter Optimization of Semi-Supervised GANs Based-Sine Cosine Algorithm for Multimedia Datasets. Computers, Materials and Continua, 73 (1). pp. 2169-2186. ISSN 15462218

Ibad, T. and Abdulkadir, S.J. and Aziz, N. and Ragab, M.G. and Al-Tashi, Q. (2022) Hyperparameter Optimization of Evolving Spiking Neural Network for Time-Series Classification. New Generation Computing, 40 (1). pp. 377-397. ISSN 02883635

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

Hossain, T.M. and Hermana, M. and Jaya, M.S. and Sakai, H. and Abdulkadir, S.J. (2022) Uncertainty Quantification in Classifying Complex Geological Facies Using Bayesian Deep Learning. IEEE Access, 10. pp. 113767-113777. ISSN 21693536

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

Al-Tashi, Q. and Akhir, E.A.P. and Abdulkadir, S.J. and Mirjalili, S. and Shami, T.M. and Alhusssian, H. and Alqushaibi, A. and Alwadain, A. and Balogun, A.O. and Al-Zidi, N. (2021) Classification of reservoir recovery factor for oil and gas reservoirs: A multi-objective feature selection approach. Journal of Marine Science and Engineering, 9 (8). ISSN 20771312

Aziz, N. and Nordin, M.J. and Abdulkadir, S.J. and Salih, M.M.M. (2021) Digital addiction: Systematic review of computer game addiction impact on adolescent physical health. Electronics (Switzerland), 10 (9). ISSN 20799292

Balogun, A.O. and Basri, S. and Mahamad, S. and Abdulkadir, S.J. and Capretz, L.F. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Kumar, G. (2021) Empirical analysis of rank aggregation-based multi-filter feature selection methods in software defect prediction. Electronics (Switzerland), 10 (2). pp. 1-16. ISSN 20799292

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

Al-Wajih, R. and Abdulkadir, S.J. and Aziz, N. and Al-Tashi, Q. and Talpur, N. (2021) Hybrid binary grey Wolf with Harris hawks optimizer for feature selection. IEEE Access, 9. pp. 31662-31677. ISSN 21693536

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

Razak, N.N.A. and Abdulkadir, S.J. and Maoinser, M.A. and Shaffee, S.N.A. and Ragab, M.G. (2021) One�dimensional convolutional neural network with adaptive moment estimation for modelling of the sand retention test. Applied Sciences (Switzerland), 11 (9). ISSN 20763417

Balogun, A.O. and Basri, S. and Abdulkadir, S.J. and Mahamad, S. and Al-momamni, M.A. and Imam, A.A. and Kumar, G.M. (2021) Rank Aggregation Based Multi-filter Feature Selection Method for Software Defect Prediction. Communications in Computer and Information Science, 1347. pp. 371-383. ISSN 18650929

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

Azam, M.H. and Hasan, M.H. and Hassan, S. and Abdulkadir, S.J. (2021) A novel approach to generate type-1 fuzzy triangular and trapezoidal membership functions to improve the classification accuracy. Symmetry, 13 (10). ISSN 20738994

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

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

Balogun, A.O. and Basri, S. and Mahamad, S. and Abdulkadir, S.J. and Almomani, M.A. and Adeyemo, V.E. and Al-Tashi, Q. and Mojeed, H.A. and Imam, A.A. and Bajeh, A.O. (2020) Impact of feature selection methods on the predictive performance of software defect prediction models: An extensive empirical study. Symmetry, 12 (7). ISSN 20738994

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

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

Balogun, A.O. and Basri, S. and Abdulkadir, S.J. and Hashim, A.S. (2019) Performance analysis of feature selection methods in software defect prediction: A search method approach. Applied Sciences (Switzerland), 9 (13). ISSN 20763417

Balogun, A.O. and Basri, S. and Abdulkadir, S.J. and Adeyemo, V.E. and Imam, A.A. and Bajeh, A.O. (2019) Software defect prediction: Analysis of class imbalance and performance stability. Journal of Engineering Science and Technology, 14 (6). pp. 3294-3308. ISSN 18234690

Oluwagbemiga, B.A. and Shuib, B. and Abdulkadir, S.J. and Mariam, G. and Thabeb, A.A. (2019) A hybrid ant colony tabu search algorithm for solving next release problems. International Journal of Innovative Technology and Exploring Engineering, 8 (5s). pp. 191-198. ISSN 22783075

Oluwagbemiga, B.A. and Shuib, B. and Abdulkadir, S.J. and Hashim, A.S. (2019) A hybrid multi-filter wrapper feature selection method for software defect predictors. International Journal of Supply Chain Management, 8 (2). pp. 916-922. ISSN 20513771

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

Saed, K.A. and Aziz, N. and Abdulkadir, S.J. and Aziz, I.A. and Hassan, N.H. (2018) Data governance cloud security checklist at infrastructure as a service (IaaS). International Journal of Advanced Computer Science and Applications, 9 (10). pp. 297-306. ISSN 2158107X

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

Abdulkadir, S.J. and Yong, S.-P. (2015) Scaled UKF�NARX hybrid model for multi-step-ahead forecasting of chaotic time series data. Soft Computing, 19 (12). pp. 3479-3496. ISSN 14327643

Abdulkadir, S.J. and Yong, S.-P. and Marimuthu, M. and Lai, F.-W. (2014) Hybridization of ensemble kalman filter and non-linear auto-regressive neural network for financial forecasting. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8891. pp. 72-81. ISSN 03029743

Conference or Workshop Item

Zakaria, M.H. and Jaafar, J. and Abdulkadir, S.J. (2023) Preliminary Investigation of Balanced Stratified Reduction (BSR) for Imbalanced Datasets. In: UNSPECIFIED.

Abusalim, S. and Mostafa, S.A. and Zakaria, N. and Abdulkadir, S.J. and Mokhtar, N. (2022) Data Augmentation on Intra-Oral Images Using Image Manipulation Techniques. In: UNSPECIFIED.

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.

Alqushaibi, A. and Hasan, M.H. and Abdulkadir, S.J. and Muneer, A. and Al-Tashi, Q. and Gamal, M. (2022) Towards Power Grid Stability Index and Line Losses for Optimal Placement using Moth-Flame Optimization. In: UNSPECIFIED.

Supardi, N.A. and Abdulkadir, S.J. and Aziz, N. (2020) An Evolutionary Stream Clustering Technique for Outlier Detection. In: UNSPECIFIED.

Al-Tashi, Q. and Rais, H.M. and Abdulkadir, S.J. and Mirjalili, S. (2020) Feature Selection Based on Grey Wolf Optimizer for Oil Gas Reservoir Classification. In: UNSPECIFIED.

Azam, M.H. and Hasan, M.H. and Hassan, S. and Abdulkadir, S.J. (2020) Fuzzy Type-1 Triangular Membership Function Approximation Using Fuzzy C-Means. In: UNSPECIFIED.

Alqushaibi, A. and Abdulkadir, S.J. and Rais, H.M. and Al-Tashi, Q. and Ragab, M.G. (2020) An Optimized Recurrent Neural Network for Metocean Forecasting. In: UNSPECIFIED.

Ragab, M.G. and Abdulkadir, S.J. and Aziz, N. (2020) Random Search One Dimensional CNN for Human Activity Recognition. In: UNSPECIFIED.

Alqushaibi, A. and Abdulkadir, S.J. and Rais, H.M. and Al-Tashi, Q. (2020) A Review of Weight Optimization Techniques in Recurrent Neural Networks. In: UNSPECIFIED.

Talpur, N. and Abdulkadir, S.J. and Hasan, M.H. (2020) A deep learning based neuro-fuzzy approach for solving classification problems. In: UNSPECIFIED.

Al-Tashi, Q. and Rais, H. and Abdulkadir, S.J. (2018) Hybrid Swarm Intelligence Algorithms with Ensemble Machine Learning for Medical Diagnosis. In: UNSPECIFIED.

Abdulkadir, S.J. and Yong, S.-P. (2016) Lorenz time-series analysis using a scaled hybrid model. 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.

Abdulkadir, S.J. and Yong, S.-P. (2014) Empirical analysis of parallel-NARX recurrent network for long-term chaotic financial forecasting. In: UNSPECIFIED.

Book

Al-Tashi, Q. and Mirjalili, S. and Wu, J. and Abdulkadir, S.J. and Shami, T.M. (2022) Moth-Flame Optimization Algorithm for Feature Selection: A Review and Future Trends. CRC Press, pp. 11-34. ISBN 9781000655605; 9781032070919