Research Interests
- Multi-Criteria Decision Analysis
- Fuzzy Set
- Image and Signal Processing
- AI in Medicine and Health Related Application
- Pattern Recognition (Classification, Imputation, Prediction, Trajectory and Time Series Analysis)
- Machine Learning and Deep Learning
- Explainable AI
- Text and Opinion Mining and Sentiment Analysis.
- Generative AI
- Decision Theory
- Ensemble and Deep Decision Making
Selected Publications from the last 3 years
- Abdulkareem, K. H., Arbaiy, N., Zaidan, A. A., Zaidan, B. B., Albahri, O. S., Alsalem, M. A., & Salih, M. M. (2021). A new standardisation and selection framework for real-time image dehazing algorithms from multi-foggy scenes based on fuzzy Delphi and hybrid multi-criteria decision analysis methods. Neural Computing and Applications, 33, 1029-1054.
- Ahmed, M. A., Zaidan, B. B., Zaidan, A. A., Alamoodi, A. H., Albahri, O. S., Al-Qaysi, Z. T., Albahri, A. S., & Salih, M. M. (2021). Real-time sign language framework based on wearable device: analysis of MSL, DataGlove, and gesture recognition. Soft Computing, 25(16), 11101-11122.
- Ahmed, M. A., Zaidan, B. B., Zaidan, A. A., Salih, M. M., Al-Qaysi, Z. T., & Alamoodi, A. H. (2021). Based on wearable sensory device in 3D-printed humanoid: A new real-time sign language recognition system. Measurement, 168, 108431.
- Alamleh, A., Albahri, O. S., Zaidan, A. A., Alamoodi, A. H., Albahri, A. S., Zaidan, B. B., Qahtan, S., Binti Ismail, A. R., Malik, R. Q., & Baqer, M. J. (2023). Multi-attribute decision-making for intrusion detection systems: A systematic review. International Journal of Information Technology & Decision Making, 22(01), 589-636.
- Alamleh, A., Albahri, O. S., Zaidan, A. A., Albahri, A. S., Alamoodi, A. H., Zaidan, B. B., Qahtan, S., Alsatar, H. A., Al-Samarraay, M. S., & Jasim, A. N. (2022). Federated learning for IoMT applications: A standardization and benchmarking framework of intrusion detection systems. IEEE Journal of Biomedical and Health Informatics, 27(2), 878-887.
- Alamoodi, A. H., Albahri, O. S., Zaidan, A. A., AlSattar, H. A., Ahmed, M. A., Pamucar, D., Zaidan, B. B., Albahri, A. S., & Mahmoud, M. S. (2022). Correction: new extension of fuzzy-weighted zero-inconsistency and fuzzy decision by opinion score method based on cubic pythagorean fuzzy environment: a benchmarking case study of sign language recognition systems. International Journal of Fuzzy Systems, 24(7), 3348-3348.
- Alamoodi, A. H., Albahri, O. S., Zaidan, A. A., AlSattar, H. A., Ahmed, M. A., Pamucar, D., Zaidan, B. B., Albahri, A. S., & Mahmoud, M. S. (2022). New extension of fuzzy-weighted zero-inconsistency and fuzzy decision by opinion score method based on cubic pythagorean fuzzy environment: a benchmarking case study of sign language recognition systems. International Journal of Fuzzy Systems, 24(4), 1909-1926.
- Alamoodi, A. H., Albahri, O. S., Zaidan, A. A., Alsattar, H. A., Zaidan, B. B., & Albahri, A. S. (2023). Hospital selection framework for remote MCD patients based on fuzzy q-rung orthopair environment. Neural Computing and Applications, 35(8), 6185-6196.
- Alamoodi, A. H., Mohammed, R. T., Albahri, O. S., Qahtan, S., Zaidan, A. A., Alsattar, H. A., Albahri, A. S., Aickelin, U., Zaidan, B. B., & Baqer, M. J. (2022). Based on neutrosophic fuzzy environment: a new development of FWZIC and FDOSM for benchmarking smart e-tourism applications. Complex & Intelligent Systems, 8(4), 3479-3503.
- Alamoodi, A. H., Zaidan, B. B., Albahri, O. S., Garfan, S., Ahmaro, I. Y. Y., Mohammed, R. T., Zaidan, A. A., Ismail, A. R., Albahri, A. S., & Momani, F. (2023). Systematic review of MCDM approach applied to the medical case studies of COVID-19: trends, bibliographic analysis, challenges, motivations, recommendations, and future directions. Complex & Intelligent Systems, 1-27.
- Alamoodi, A. H., Zaidan, B. B., Al-Masawa, M., Taresh, S. M., Noman, S., Ahmaro, I. Y. Y., Garfan, S., Chen, J., Ahmed, M. A., & Zaidan, A. A. (2021). Multi-perspectives systematic review on the applications of sentiment analysis for vaccine hesitancy. Computers in Biology and Medicine, 139, 104957.
- Alamoodi, A. H., Zaidan, B. B., Zaidan, A. A., Albahri, O. S., Chen, J., Chyad, M. A., Garfan, S., & Aleesa, A. M. (2021). Machine learning-based imputation soft computing approach for large missing scale and non-reference data imputation. Chaos, Solitons & Fractals, 151, 111236.
- Alamoodi, A. H., Zaidan, B. B., Zaidan, A. A., Albahri, O. S., Mohammed, K. I., Malik, R. Q., Almahdi, E. M., Chyad, M. A., Tareq, Z., & Albahri, A. S. (2021). Sentiment analysis and its applications in fighting COVID-19 and infectious diseases: A systematic review. Expert systems with applications, 167, 114155.
- Albahri, A. S., Albahri, O. S., Zaidan, A. A., Alnoor, A., Alsattar, H. A., Mohammed, R., Alamoodi, A. H., Zaidan, B. B., Aickelin, U., & Alazab, M. (2022). Integration of fuzzy-weighted zero-inconsistency and fuzzy decision by opinion score methods under a q-rung orthopair environment: a distribution case study of COVID-19 vaccine doses. Computer Standards & Interfaces, 80, 103572.
- Albahri, A. S., Alnoor, A., Zaidan, A. A., Albahri, O. S., Hameed, H., Zaidan, B. B., Peh, S. S., Zain, A. B., Siraj, S. B., & Alamoodi, A. H. (2021). Based on the multi-assessment model: towards a new context of combining the artificial neural network and structural equation modelling: a review. Chaos, Solitons & Fractals, 153, 111445.
- Albahri, A. S., Alnoor, A., Zaidan, A. A., Albahri, O. S., Hameed, H., Zaidan, B. B., Peh, S. S., Zain, A. B., Siraj, S. B., & Masnan, A. H. B. (2022). Hybrid artificial neural network and structural equation modelling techniques: a survey. Complex & Intelligent Systems, 8(2), 1781-1801.
- Albahri, A. S., Al-Obaidi, J. R., Zaidan, A. A., Albahri, O. S., Hamid, R. A., Zaidan, B. B., Alamoodi, A. H., & Hashim, M. (2020). Multi-biological laboratory examination framework for the prioritization of patients with COVID-19 based on integrated AHP and group VIKOR methods. International Journal of Information Technology & Decision Making, 19(05), 1247-1269.
- Albahri, A. S., Alwan, J. K., Taha, Z. K., Ismail, S. F., Hamid, R. A., Zaidan, A. A., Albahri, O. S., Zaidan, B. B., Alamoodi, A. H., & Alsalem, M. A. (2021). IoT-based telemedicine for disease prevention and health promotion: State-of-the-Art. Journal of Network and Computer Applications, 173, 102873.
- Albahri, O. S., Al-Samarraay, M. S., AlSattar, H. A., Alamoodi, A. H., Zaidan, A. A., Albahri, A. S., Zaidan, B. B., & Jasim, A. N. (2023). Rough Fermatean fuzzy decision-based approach for modelling IDS classifiers in the federated learning of IoMT applications. Neural Computing and Applications, 1-19.
- Albahri, O. S., AlSattar, H. A., Garfan, S., Qahtan, S., Zaidan, A. A., Ahmaro, I. Y. Y., Alamoodi, A. H., Zaidan, B. B., Albahri, A. S., & Al-Samarraay, M. S. (2023). Combination of Fuzzy-Weighted Zero-Inconsistency and Fuzzy Decision by Opinion Score Methods in Pythagorean m-Polar Fuzzy Environment: A Case Study of Sign Language Recognition Systems. International Journal of Information Technology & Decision Making, 22(04), 1341-1369.
- Albahri, O. S., Zaidan, A. A., Salih, M. M., Zaidan, B. B., Khatari, M. A., Ahmed, M. A., Albahri, A. S., & Alazab, M. (2021). Multidimensional benchmarking of the active queue management methods of network congestion control based on extension of fuzzy decision by opinion score method. International Journal of Intelligent Systems, 36(2), 796-831.
- Al-Humairi, S., Hizami, A., Zaidan, A. A., Zaidan, B. B., Alsattar, H. A., Qahtan, S., Albahri, O. S., Talal, M., Alamoodi, A. H., & Mohammed, R. T. (2022). Towards sustainable transportation: a pavement strategy selection based on the extension of dual-hesitant fuzzy multi-criteria decision-making methods. IEEE Transactions on Fuzzy Systems, 31.
- Alrubayi, A. H., Ahmed, M. A., Zaidan, A. A., Albahri, A. S., Zaidan, B. B., Albahri, O. S., Alamoodi, A. H., & Alazab, M. (2021). A pattern recognition model for static gestures in malaysian sign language based on machine learning techniques. Computers and Electrical Engineering, 95, 107383.
- Alsalem, M. A., Alamoodi, A. H., Albahri, O. S., Dawood, K. A., Mohammed, R. T., Alnoor, A., Zaidan, A. A., Albahri, A. S., Zaidan, B. B., & Jumaah, F. M. (2022). Multi-criteria decision-making for coronavirus disease 2019 applications: a theoretical analysis review. Artificial Intelligence Review, 55(6), 4979-5062.
- Alsalem, M. A., Albahri, O. S., Zaidan, A. A., Al-Obaidi, J. R., Alnoor, A., Alamoodi, A. H., Albahri, A. S., Zaidan, B. B., & Jumaah, F. M. (2022). Rescuing emergency cases of COVID-19 patients: an intelligent real-time MSC transfusion framework based on multicriteria decision-making methods. Applied Intelligence, 1-25.
- Alsalem, M. A., Alsattar, H. A., Albahri, A. S., Mohammed, R. T., Albahri, O. S., Zaidan, A. A., Alnoor, A., Alamoodi, A. H., Qahtan, S., & Zaidan, B. B. (2021). Based on T-spherical fuzzy environment: a combination of FWZIC and FDOSM for prioritising COVID-19 vaccine dose recipients. Journal of infection and public health, 14(10), 1513-1559.
- Alsalem, M. A., Mohammed, R., Albahri, O. S., Zaidan, A. A., Alamoodi, A. H., Dawood, K., Alnoor, A., Albahri, A. S., Zaidan, B. B., & Aickelin, U. (2022). Rise of multiattribute decision‐making in combating COVID‐19: A systematic review of the state‐of‐the‐art literature. International Journal of Intelligent Systems, 37(6), 3514-3624.
- Al-Samarraay, M. S., Salih, M. M., Ahmed, M. A., Zaidan, A. A., Albahri, O. S., Pamucar, D., AlSattar, H. A., Alamoodi, A. H., Zaidan, B. B., & Dawood, K. (2022). A new extension of FDOSM based on Pythagorean fuzzy environment for evaluating and benchmarking sign language recognition systems. Neural Computing and Applications, 1-19.
- Al-Samarraay, M. S., Zaidan, A. A., Albahri, O. S., Pamucar, D., AlSattar, H. A., Alamoodi, A. H., Zaidan, B. B., & Albahri, A. S. (2022). Extension of interval-valued Pythagorean FDOSM for evaluating and benchmarking real-time SLRSs based on multidimensional criteria of hand gesture recognition and sensor glove perspectives. Applied Soft Computing, 116, 108284.
- Alsattar, H. A., Qahtan, S., Mohammed, R. T., Zaidan, A. A., Albahri, O. S., Kou, G., Alamoodi, A. H., Albahri, A. S., Zaidan, B. B., & Al-Samarraay, M. S. (2022). Integration of FDOSM and FWZIC under homogeneous Fermatean fuzzy environment: a prioritization of COVID-19 patients for mesenchymal stem cell transfusion. International Journal of Information Technology & Decision Making, 1-41.
- AlSereidi, A., Salih, S. Q. M., Mohammed, R. T., Zaidan, A. A., Albayati, H., Pamucar, D., Albahri, A. S., Zaidan, B. B., Shaalan, K., & Al-Obaidi, J. (2022). Novel federated decision making for distribution of anti-SARS-CoV-2 monoclonal antibody to eligible high-risk patients. International Journal of Information Technology & Decision Making, 1-72.
- David, D., Alamoodi, A. H., Albahri, O. S., Garfan, S., Albahri, A. S., Zaidan, B. B., & Chen, J. (2023). Sign language mobile apps: a systematic review of current app evaluation progress and solution framework. Evolving Systems, 1-18.
- Dawood, K. A., Sharif, K. Y., Ghani, A. A., Zulzalil, H., Zaidan, A. A., & Zaidan, B. B. (2021). Towards a unified criteria model for usability evaluation in the context of open source software based on a fuzzy Delphi method. Information and Software Technology, 130, 106453.
- Dawood, K. A., Zaidan, A. A., Sharif, K. Y., Ghani, A. A., Zulzalil, H., & Zaidan, B. B. (2023). Novel multi-perspective usability evaluation framework for selection of open source software based on BWM and group VIKOR techniques. International Journal of Information Technology & Decision Making, 22(01), 187-277.
- Deveci, M., Pamucar, D., Gokasar, I., Zaidan, B. B., Martinez, L., & Pedrycz, W. (2023). Assessing alternatives of including social robots in urban transport using fuzzy trigonometric operators based decision-making model. Technological Forecasting and Social Change, 194, 122743.
- Garfan, S., Alamoodi, A. H., Zaidan, B. B., Al-Zobbi, M., Hamid, R. A., Alwan, J. K., Ahmaro, I. Y. Y., Khalid, E. T., Jumaah, F. M., & Albahri, O. S. (2021). Telehealth utilization during the Covid-19 pandemic: A systematic review. Computers in Biology and Medicine, 138, 104878.
- Hamid, R. A., Albahri, A. S., Alwan, J. K., Al-Qaysi, Z. T., Albahri, O. S., Zaidan, A. A., Alnoor, A., Alamoodi, A. H., & Zaidan, B. B. (2021). How smart is e-tourism? A systematic review of smart tourism recommendation system applying data management. Computer Science Review, 39, 100337.
- Ibrahim, H. A., Zaidan, A. A., Qahtan, S., & Zaidan, B. B. (2023). Sustainability assessment of palm oil industry 4.0 technologies in a circular economy applications based on interval-valued Pythagorean fuzzy rough set-FWZIC and EDAS methods. Applied Soft Computing, 136, 110073.
- Jeevaraj, S., Gokasar, I., Deveci, M., Delen, D., Zaidan, B. B., Wen, X., Shang, W.-L., & Kou, G. (2023). Adoption of energy consumption in urban mobility considering digital carbon footprint: A two-phase interval-valued Fermatean fuzzy dominance methodology. Engineering Applications of Artificial Intelligence, 126, 106836.
- Kareem, Z. H., Zaidan, A. A., Ahmed, M. A., Zaidan, B. B., Albahri, O. S., Alamoodi, A. H., Malik, R. Q., Albahri, A. S., Ameen, H. A., & Garfan, S. (2022). An approach to pedestrian walking behaviour classification in wireless communication and network failure contexts. Complex & Intelligent Systems, 1-23.
- Khatari, M., Zaidan, A. A., Zaidan, B. B., Albahri, O. S., Alsalem, M. A., & Albahri, A. S. (2021). Multidimensional benchmarking framework for AQMs of network congestion control based on AHP and group-TOPSIS. International Journal of Information Technology & Decision Making, 20(05), 1409-1446.
- Krishnan, E., Mohammed, R., Alnoor, A., Albahri, O. S., Zaidan, A. A., Alsattar, H., Albahri, A. S., Zaidan, B. B., Kou, G., & Hamid, R. A. (2021). Interval type 2 trapezoidal‐fuzzy weighted with zero inconsistency combined with VIKOR for evaluating smart e‐tourism applications. International Journal of Intelligent Systems, 36(9), 4723-4774.
- Malik, R. Q., Zaidan, A. A., Zaidan, B. B., Ramli, K. N., Albahri, O. S., Kareem, Z. H., Ameen, H. A., Garfan, S. S., Mohammed, A., & Zaidan, R. A. (2022). Novel roadside unit positioning framework in the context of the vehicle-to-infrastructure communication system based on AHP—Entropy for weighting and borda—VIKOR for uniform ranking. International Journal of Information Technology & Decision Making, 21(04), 1233-1266.
- Mohammed, R. T., Alamoodi, A. H., Albahri, O. S., Zaidan, A. A., AlSattar, H. A., Aickelin, U., Albahri, A. S., Zaidan, B. B., Ismail, A. R., & Malik, R. Q. (2023). A decision modeling approach for smart e-tourism data management applications based on spherical fuzzy rough environment. Applied Soft Computing, 143, 110297.
- Mohammed, R. T., Zaidan, A. A., Yaakob, R., Sharef, N. M., Abdullah, R. H., Zaidan, B. B., Albahri, O. S., & Abdulkareem, K. H. (2022). Determining importance of many-objective optimisation competitive algorithms evaluation criteria based on a novel fuzzy-weighted zero-inconsistency method. International Journal of Information Technology & Decision Making, 21(01), 195-241.
- Mohammed, T. J., Albahri, A. S., Zaidan, A. A., Albahri, O. S., Al-Obaidi, J. R., Zaidan, B. B., Larbani, M., Mohammed, R. T., & Hadi, S. M. (2021). Convalescent-plasma-transfusion intelligent framework for rescuing COVID-19 patients across centralised/decentralised telemedicine hospitals based on AHP-group TOPSIS and matching component. Applied Intelligence, 51, 2956-2987.
- Qahtan, S., Sharif, K. Y., Zaidan, A. A., Alsattar, H. A., Albahri, O. S., Zaidan, B. B., Zulzalil, H., Osman, M. H., Alamoodi, A. H., & Mohammed, R. T. (2022). Novel multi security and privacy benchmarking framework for blockchain-based IoT healthcare industry 4.0 systems. IEEE Transactions on Industrial Informatics, 18(9), 6415-6423.
- Salih, M. M., Albahri, O. S., Zaidan, A. A., Zaidan, B. B., Jumaah, F. M., & Albahri, A. S. (2021). Benchmarking of AQM methods of network congestion control based on extension of interval type-2 trapezoidal fuzzy decision by opinion score method. Telecommunication Systems, 77, 493-522.
- Xiao, P., Salleh, M. I., Zaidan, B. B., & Xuelan, Y. (2023). Research on risk assessment of Blockchain-driven Supply Chain finance: A systematic review. Computers & Industrial Engineering, 108990.
- Zaidan, A. A., Alnoor, A., Albahri, O. S., Mohammed, R. T., Alamoodi, A. H., Albahri, A. S., Zaidan, B. B., Garfan, S., Hameed, H., & Al-Samarraay, M. S. (2023). Review of artificial neural networks-contribution methods integrated with structural equation modeling and multi-criteria decision analysis for selection customization. Engineering Applications of Artificial Intelligence, 124, 106643.
- Zaidan, R. A., Alamoodi, A. H., Zaidan, B. B., Zaidan, A. A., Albahri, O. S., Talal, M., Garfan, S., Sulaiman, S., Mohammed, A., & Kareem, Z. H. (2022). Comprehensive driver behaviour review: Taxonomy, issues and challenges, motivations and research direction towards achieving a smart transportation environment. Engineering Applications of Artificial Intelligence, 111, 104745.
Conferences & Workshops
I have actively engaged in various postgraduate activities as a chairman and examiner, overseeing defense and evaluation processes for master's and PhD students. Furthermore, I have shared my expertise by delivering 100 workshops as a guest and main speaker, assisting postgraduate students in their research journeys, both within Malaysia and through online platforms.
Awards & Recognition
International Competitions
- Anti-Pornography software, PECIPCA Gold Medal, 2013
- An Automated anti-pornography system using multi-agent learning of neural and Bayesian methods in skin detector and pornography classifier, ITEX Gold Medal, 2014
- Robust pornography classification solving the image size variation based on multi agent learning, PECIPCA Silver Medal, 2015
- A method and system for football player selection based on multi-criteria decision-making technique, UTEMEX Silver Medal, 2015
- on Medical disaster: A novel methodology engine to triage and prioritize for big-data of patients with chronic heart diseases over telemedicine based on integrated BFAWC-TOPSIS Methods, ITEX Silver Medal, 2016
- A Smart Software for Virtualized the evaluation and benchmarking of data mining real time applications based on multi-dimensional Criteria, ITEX Gold Medal 2017
- Based on Multi-Attributes Data Analysis: A multi-Function Recommendation System for Evaluating and optimizing the applicants on different criteria in each level of SDLC process, PECIPTA Bronze Medal, 2017
- A Multi-Functions Recommendation System for Evaluating and Optimizing the applicants on different criteria in each level of SDLC processes, PECIPCA Silver Medal, 2017
- A Novel Smart Multi-Sustainable System for Virtualizing the Best Applicants by Optimizing Their Abilities Level Using University Recorded Data and SWEBOk.V3, ITEX Gold Medal, 2018
- An Integrated platform in Multi-Classes for Multi-Dimensional Evaluation to Virtualized and Benchmarking of Data Mining Real Time Applications, MTE Gold Medal, 2018
- A Smart Virtualized Software for Evaluation and Selection of Young Learners English Language mobile Applications Based on Multi-Dimensional Criteria, MERIT Silver Medal, 2019
- A Sensory Gloves for Intensive Motions Capturing, PECIPTA Gold Medal, 2019
- E-Aduan MPP UPSI IE-RIICH Golden Medal, 2019
- A novel multi criteria decision making software tool, ITEX Gold Medal, 2020
- Multi- function Federated Decision-Making Anti-SARS-CoV-2 Monoclonal Antibodies Distribution for Eligible High Risk Patient, MTE Gold Medal, 2022
- Multi- function Federated Decision-Making Anti-SARS-CoV-2 Monoclonal Antibodies Distribution for Eligible High Risk Patient, MTE Special Award from Chinese Innovation and invention (Taiwan), 2022
University Recognition
- Certificate of Appreciation for Outstanding Services, Universiti Pendidikan Sultan Idris (University), 2016
- Certificate of Appreciation for Outstanding Services, Universiti Pendidikan Sultan Idris (University), 2017
- Certificate of Appreciation for Outstanding Services, Universiti Pendidikan Sultan Idris (University), 2018
- Certificate of Appreciation for Outstanding Services, Universiti Pendidikan Sultan Idris (University), 2019
- Certificate of Appreciation for Outstanding Services, Universiti Pendidikan Sultan Idris (University), 2020
- The International Cooperation Award Category, BITARA Research and Innovation Award (AURA 2020) UPSI 2020
- Top Publication Award/ Rising Star, Rising Stars Award for High Ranked Journals. UPSI, 2017
- Top Publication Award/ Rising Star, Rising Stars Award for High Ranked Journals. UPSI, 2018
- Top Publication Award/ Rising Star, Rising Stars Award for High Ranked Journals. UPSI, 2019
- Top Publication Award/ Rising Star, Rising Stars Award for High Ranked Journals. UPSI, 2020
- Top Publication Award/ Rising Star, Rising Stars Award for High Ranked Journals. UPSI, 2021
International Recognition
- I was also selected by Stanford University as one of the "World's Top 2% Scientists" regularly since 2021 and ranked number 3 nationwide in Malaysia in the field of computer science according to research.com