Publications
(Scientometrics[Scopus,Jan,2024]: #Citations: > 3.000; H-index=23; i10-index=32)
+ Most
recent & relevant (2024 - 2020)
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 |
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