Algorithms for global protein-protein interaction network alignment. - Sonia Farhana Nimmy; Mohammad Shohelur Rahman (Netw. Model. Anal. Health Informatics Bioinform., 2014)

Performance evaluation comparison for detecting DNA structural break through big data analysis. - Md Sarwar Kamal; Sonia Farhana Nimmy; Sazia Parvin (Comput. Syst. Sci. Eng., 2016)

Neural Skyline Filtering for Imbalance Features Classification. - Sonia Farhana Nimmy; Md Sarwar Kamal; Hossain Muhammad Iqbal; Nilanjan Dey; Amira S. Ashour; Fuqian Shi (Int. J. Comput. Intell. Appl., 2017)

Evolutionary framework for coding area selection from cancer data. - Md Sarwar Kamal; Nilanjan Dey; Sonia Farhana Nimmy; Shamim Hasnat Ripon; Md. Nawab Yousuf Ali; Amira S. Ashour; Wahiba Ben Abdessalem Karaa; Gia Nhu Nguyen; Fuqian Shi (Neural Comput. Appl., 2018)

Explainability in supply chain operational risk management: A systematic literature review. - Sonia Farhana Nimmy; Omar Hussain 002; Ripon K. Chakrabortty; Farookh Khadeer Hussain; Morteza Saberi (Knowl. Based Syst., 2022)

An Interpretable Framework for Identifying Cerebral Microbleeds and Alzheimer's Disease Severity using Multimodal Data. - Md Sarwar Kamal; Linkon Chowdhury; Sonia Farhana Nimmy; Taki Hasan Rafi; Dong-Kyu Chae (EMBC, 2023)

Interpreting the antecedents of a predicted output by capturing the interdependencies among the system features and their evolution over time. - Sonia Farhana Nimmy; Omar Khadeer Hussain; Ripon K. Chakrabortty; Farookh Khadeer Hussain; Morteza Saberi (Eng. Appl. Artif. Intell., 2023)

An optimized Belief-Rule-Based (BRB) approach to ensure the trustworthiness of interpreted time-series decisions. - Sonia Farhana Nimmy; Omar Khadeer Hussain; Ripon K. Chakrabortty; Farookh Khadeer Hussain; Morteza Saberi (Knowl. Based Syst., 2023)

Interpretable Transformers for Alzheimer Disease Diagnosis on Multi-modal Data. - Md Sarwar Kamal; Sonia Farhana Nimmy (IJCNN, 2024)

Interpretability in Mapping Weeds and Crops from Drone Images. - Sonia Farhana Nimmy; Md Sarwar Kamal; Omar Khadeer Hussain; Ripon K. Chakrabortty (IJCNN, 2024)

Investigation of DNA discontinuity for detecting tuberculosis. - Sonia Farhana Nimmy; Md. Golam Sarowar; Nilanjan Dey; Amira S. Ashour; KC Santosh (J. Ambient Intell. Humaniz. Comput., 2024)

Convolutional neural network based data interpretable framework for Alzheimer's treatment planning. - Sazia Parvin; Sonia Farhana Nimmy; Md Sarwar Kamal (Vis. Comput. Ind. Biomed. Art, 2024)

Explainable Vision-Language Model for Personalized Medicine. - Md Sarwar Kamal; Sonia Farhana Nimmy; Wafa Alharbi (WWW (Companion Volume), 2025)

Explainable Medical Image Captioning. - Md Sarwar Kamal; Sonia Farhana Nimmy; Md Rafiqul Islam; Usman Naseem (WWW (Companion Volume), 2025)

Quantifying the trustworthiness of explainable artificial intelligence outputs in uncertain decision-making scenarios. - Sonia Farhana Nimmy; Omar Khadeer Hussain; Ripon K. Chakrabortty; Abderrahmane Leshob (Eng. Appl. Artif. Intell., 2025)

Explainable Artificial Intelligence (XAI) in glaucoma assessment: Advancing the frontiers of machine learning algorithms. - Sonia Farhana Nimmy; Omar Khadeer Hussain; Ripon K. Chakrabortty; Sajib Saha (Knowl. Based Syst., 2025)

Interpretable Code Summarization. - Md Sarwar Kamal; Sonia Farhana Nimmy; Nilanjan Dey (IEEE Trans. Reliab., 2025)