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Dive into the research topics where Sheikh Rabiul Islam is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Advances in Explainable, Fair, and Trustworthy AI
Islam, S. R., Russell, I., Eberle, W., Talbert, D. & Hasan, M. G. M. M., May 1 2024, In: International Journal on Artificial Intelligence Tools. 33, 3, 2403001.Research output: Contribution to journal › Article › peer-review
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Algorithmic Lending Bias: Evaluating the Fairness of Historical Redlining in Loan Approvals
Sarwal, K. & Islam, S. R., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 7412-7416 5 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Explainable Deep Learning Models for Dynamic and Online Malware Classification
Card, Q., Simpson, D., Aryal, K., Gupta, M. & Islam, S. R., 2024, Proceedings - 2024 IEEE International Conference on Smart Computing, SMARTCOMP 2024. Institute of Electrical and Electronics Engineers Inc., p. 182-189 8 p. (Proceedings - 2024 IEEE International Conference on Smart Computing, SMARTCOMP 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
Explainable Machine Learning Model to Accurately Predict Protein-Binding Peptides
Azim, S. M., Balasubramanyam, A., Islam, S. R., Fu, J. & Dehzangi, I., Sep 2024, In: Algorithms. 17, 9, 409.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Knowledge-infused and Explainable Malware Forensics
Kumar, N. M. & Islam, S. R., May 12 2024, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 37Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations