Publications (Scientometrics[Scopus,Jan,2024]: #Citations: > 3.000; H-index=23; i10-index=32)

+ Most recent & relevant (2024 - 2020)

(From 2003 to 2019 go to ORCID: 0000-0002-2022-6838)

Year Type Contribution
2024 Journal Alzubaidi L., AL–Dulaimi K., Obeed H.A.H., Saihood A., Fadhel M.A., Jebur S.A., Chen Y., Albahri A.S., Santamaría J., Gupta A., Gu Y.,MEFF - A Model Ensemble Feature Fusion Approach for Tackling Adversarial Attacks in Medical Imaging Intelligent Systems with Applications. 2024 Jun 22. https://doi.org/10.1016/j.iswa.2024.200355
2024 Journal Alzubaidi L., Salhi A., Fadhel M.A., Bai J., Hollman F., Italia K., Pareyon R., Albahri A.S., Ouyang C., Santamaría J., Cutbush K., Gupta A., Abbosh A., Gu Y.,Trustworthy deep learning framework for the detection of abnormalities in X-ray shoulder images. PLoS One. 2024 Mar 11;19(3):e0299545. https://doi.org/10.1371/journal.pone.0299545
2024 Journal Santamaría J.,Testing the Robustness of JAYA Optimization on 3D Surface Alignment of Range Images: A Revised Computational Study. IEEE Access, 2024. https://doi.org/10.1109/ACCESS.2024.3361325
2024 Journal Fadhel M.A., Alzubaidi L., Yuantong G., Santamaría J., Duan Y.,Real-time diabetic foot ulcer classification based on deep learning & parallel hardware computational tools. Multimedia Tools and Applications, 2024. https://doi.org/10.1007/s11042-024-18304-x
2024 Journal Albahri A.S., Hamid R.A., Abdulnabi A.R., Albahri O.S., Alamoodi A.H., Deveci M., Pedrycz W., Alzubaidi L., Santamaría J., Gu Y.,Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc Networks. Information Fusion, 105, 2024. https://doi.org/10.1016/j.inffus.2023.102208
2023 Journal Alzubaidi L., Al-Sabaawi A., Bai J., Dukhan A., Alkenani A.H., Al-Asadi A., Alwzwazy H.A., Manoufali M., Fadhel M.A., Albahri A.S., Moreira C., Ouyang C., Zhang J., Santamaría J., Salhi A., Hollman F., Gupta A., Duan Y., Rabczuk T., Abbosh A., Gu Y. Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements International Journal of Intelligent Systems, vol. 2023, Article ID 4459198, 41 pages, 2023. https://doi.org/10.1155/2023/4459198
2023 Journal Alzubaidi L., Bai J., Al-Sabaawi A., Santamaria J., Albahri A. S., Al-dabbagh B.S.N., Fadhel M.A., Manoufali M., Zhang J., Al-Timemy A.H., Duan Y., Abdullah A., Farhan L., Lu Y., Gupta A., Albu F., Abbosh A., Gu Y. A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. Journal of Big Data. (2023), 10(46). https://doi.org/10.1186/s40537-023-00727-2
2023 Journal Albahri A.S., Duhaim A.M., Fadhel M.A., Alnoor A., Baqer N.S., Alzubaidi L., Albahri O.S., Alamoodi A.H., Bai J., Salhi A., Santamaria J., Ouyang C., Gupta A., Gu Y., Deveci, M.; A Systematic Review of Trustworthy and Explainable Artificial Intelligence in Healthcare: Assessment of Quality, Bias Risk, and Data Fusion,. Information Fusion (2023). https://doi.org/10.1016/j.inffus.2023.03.008
2023 Journal Shyaa, M.A.; Zainol, Z.; Abdullah, R.; Anbar, M.; Alzubaidi, L.; Santamaría, J. Enhanced Intrusion Detection with Data Stream Classification and Concept Drift Guided by the Incremental Learning Genetic Programming Combiner. Sensors. (2023), 23(7), 3736. https://doi.org/10.3390/s23073736
2023 Book Chapter Jyothsna Devi K., Singh P., Santamaría J., Patel S.; Robust and Secured Reversible Data Hiding Approach for Medical Image Transmission over Smart Healthcare Environment. Predictive Data Security using AI. (2023), Studies in Computational Intelligence, vol 1065. Springer, Singapore. https://doi.org/10.1007/978-981-19-6290-5_7
2023 Journal Jebur S.A., Hussein K.A., Homood H.K., Alzubaidi L., Santamaría J.; Review on Deep Learning Approaches for Anomaly Event Detection in Video Surveillance. Electronics. (2023), 12(1), 29; https://doi.org/10.3390/electronics12010029
2022 Conference Alammar Z., Alzubaidi L., Zhang J., Santamaria J., Li Y., Gu Y.; A Concise Review on Deep Learning for Musculoskeletal X-ray Images. 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, Australia, 2022, pp. 1-8; doi: https://doi.org/10.1109/DICTA56598.2022.10034618
2022 Journal Devi K.J., Singh P., Dash J.K., Thakkar H.K., Santamaría J., Krishna M.V.J., Romero-Manchado A.; A New Robust and Secure 3-Level Digital Image Watermarking Based on G-BAT Hybrid Optimization. Mathematics. (2022), 10(16), 3015; https://doi.org/10.3390/math10163015
2022 Journal Alzubaidi L., Fadhel M.A., Al-Shamma O., Zhang J., Santamaría J., Duan Y., Oleiwi S.R.; Robust Application of New Deep Learning Tools: An Experimental Study in Medical Imaging. Multimed. Tools. Appl. 2022, 81(10), pp. 13289–13317. https://doi.org/10.1007/s11042-021-10942-9
2022 Book Chapter Jyothsna Devi K., Jayanth Krishna M.V., Singh P., Santamaría J., Bakaraniya P.; Robust, Reversible Medical Image Watermarking for Transmission of Medical Images over Cloud in Smart IoT Healthcare. Predictive Analytics in Cloud, Fog, and Edge Computing: Perspectives and Practices of Blockchain, IoT, and 5G. (2022), Springer, Singapore. https://doi.org/10.1007/978-3-031-18034-7_2
2022 Journal AlBdairi A.J.A., Xiao Z., Alkhayyat A., Humaidi A.J., Fadhel M.A., Taher B.H., Alzubaidi L., Santamaría J., Al-Shamma O.; Face Recognition based on Deep Learning and FPGA for Ethnicity Identification. Applied Sciences. (2022), 12(5), 2605; https://doi.org/10.3390/app12052605
2022 Book Chapter Santamaría J., Rivero-Cejudo M.L.;. User­ Vs. Self-tuning Optimization: A Case Study on Image Registration. Applied Soft Computing: Techniques and Applications. Eds. Samarjeet Borah and Ranjit Panigrahi. Apple Academic Press – CRC Press. ISBN-978-1-77463-029-7, 2022.
2021 Journal Singh P., Devi K.J., Thakkar H.K., Santamaría J.; Blind and Secured Adaptive Digital Image Watermarking Approach for High Imperceptibility and Robustness. Entropy. (2021), 23(12), 1650; https://doi.org/10.3390/e23121650
2021 Journal Nasser A.R., Hasan A.M., Humaidi A., Alkhayyat A., Alzubaidi L., Fadhel M.A., Santamaría J., Duan Y.; IoT and Cloud Computing in Health-care: A New Wearable Device and Cloud-based Deep Learning Algorithm for Monitoring of Diabetes. Electronics. (2021), 10(21), 2719; https://doi.org/10.3390/electronics10212719
2021 Journal Alzubaidi L., Duan Y., Al-Dujaili A., Ibraheem I.K., Alkenani A.H., Santamaria J., Fadhel M., Al-Shamma O., Zhang J.; Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study. PeerJ Computer Science. (2021), 7:e715; https://doi.org/10.7717/peerj-cs.715
2021 Journal Rai D., Thakkar H.K., Rajput S.S., Santamaria J., Bhatt C., Roca F.; A Comprehensive Review on Seismocardiogram: Current Advancements on Acquisition, Annotation, and Applications. Mathematics. 2021, 9(18), 2243; https://doi.org/10.3390/math9182243
2021 Journal Alzubaidi L., Zhang J., Humaidi A.J., Al-Dujaili A., Duan Y., Al-Shamma O., Santamaría J., Fadhel M.A., Al-Amidie M., Farhan L.; Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. Journal of Big Data (2021). https://doi.org/10.1186/s40537-021-00444-8
2021 Journal Alzubaidi L., Al-Amidie M., Al-Asadi A., Humaidi A.J., Al-Shamma O., Fadhel M.A., Zhang J., Santamaria J., Duan Y.; Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data. Cancers. 2021, 13(7), 1590. https://doi.org/10.3390/cancers13071590
2020 Journal Santamaria J., Rivero-Cejudo M.L., Martos-Fernández M.A., Roca F.; An Overview on the Latest Nature-Inspired and Metaheuristics-Based Image Registration Algorithms. Appl. Sci. 2020, 10, 1920. https://doi.org/10.3390/app10061928
2020 Journal Alzubaidi L., Fadhel M.A., Al-Shamma O., Zhang J., Santamaría J., Duan Y., Oleiwi S.R; Toward a Better Understanding of Transfer Learning for Medical Imaging: A Case Study. Appl. Sci. 2020, 10, 4523. https://doi.org/10.3390/app10134523