Sonia Farhana Nimmy

20 papers B 2Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
An Interpretable Federated Learning Framework for Secure Genomics.
ICDM (Workshops)
Md Sarwar Kamal, Sonia Farhana Nimmy, Md. Rafiqul Islam, Quazi Mamun, Jun Wu
2025 J jnl
Explainable Artificial Intelligence (XAI) in glaucoma assessment: Advancing the frontiers of machine learning algorithms.
Knowl. Based Syst.
Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, Sajib Saha
2025 — conf
Explainable Digital Pathology: Interpreting Childhood Cancer Risk from Blood and Urine Tests.
ICDM (Workshops)
Md Sarwar Kamal, Sonia Farhana Nimmy, Madhumita Abhijeet Takalkar, Reza Rafeh, Mohammad Shohelur Rahman
2025 — conf
Explainable Medical Image Captioning.
WWW (Companion Volume)
Md Sarwar Kamal, Sonia Farhana Nimmy, Md. Rafiqul Islam, Usman Naseem
2025 — conf
Explainable Vision-Language Model for Personalized Medicine.
WWW (Companion Volume)
Md Sarwar Kamal, Sonia Farhana Nimmy, Wafa Alharbi
2025 J jnl
Interpretable Code Summarization.
IEEE Trans. Reliab.
Md Sarwar Kamal, Sonia Farhana Nimmy, Nilanjan Dey
2025 J jnl
Quantifying the trustworthiness of explainable artificial intelligence outputs in uncertain decision-making scenarios.
Eng. Appl. Artif. Intell.
Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, Abderrahmane Leshob
2025 — conf
Quantum-Based Data Structure for Medical Image Encoding.
ICDM (Workshops)
Md Sarwar Kamal, Sonia Farhana Nimmy, Linkon Chowdhury, Ripon K. Chakrabortty
2024 J jnl
Convolutional neural network based data interpretable framework for Alzheimer's treatment planning.
Vis. Comput. Ind. Biomed. Art
Sazia Parvin, Sonia Farhana Nimmy, Md Sarwar Kamal
2024 B conf
Interpretability in Mapping Weeds and Crops from Drone Images.
IJCNN
Sonia Farhana Nimmy, Md Sarwar Kamal, Omar Khadeer Hussain, Ripon K. Chakrabortty
2024 B conf
Interpretable Transformers for Alzheimer Disease Diagnosis on Multi-modal Data.
IJCNN
Md Sarwar Kamal, Sonia Farhana Nimmy
2024 J jnl
Investigation of DNA discontinuity for detecting tuberculosis.
J. Ambient Intell. Humaniz. Comput.
Sonia Farhana Nimmy, Md. Golam Sarowar, Nilanjan Dey, Amira S. Ashour, KC Santosh
2023 — conf
An Interpretable Framework for Identifying Cerebral Microbleeds and Alzheimer's Disease Severity using Multimodal Data.
EMBC
Md Sarwar Kamal, Linkon Chowdhury, Sonia Farhana Nimmy, Taki Hasan Rafi, Dong-Kyu Chae
2023 J jnl
An optimized Belief-Rule-Based (BRB) approach to ensure the trustworthiness of interpreted time-series decisions.
Knowl. Based Syst.
Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, Farookh Khadeer Hussain, Morteza Saberi
2023 J jnl
Interpreting the antecedents of a predicted output by capturing the interdependencies among the system features and their evolution over time.
Eng. Appl. Artif. Intell.
Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, Farookh Khadeer Hussain, Morteza Saberi
2022 J jnl
Explainability in supply chain operational risk management: A systematic literature review.
Knowl. Based Syst.
Sonia Farhana Nimmy, Omar Hussain, Ripon K. Chakrabortty, Farookh Khadeer Hussain, Morteza Saberi
2018 J jnl
Evolutionary framework for coding area selection from cancer data.
Neural Comput. Appl.
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
2017 J jnl
Neural Skyline Filtering for Imbalance Features Classification.
Int. J. Comput. Intell. Appl.
Sonia Farhana Nimmy, Md Sarwar Kamal, Hossain Muhammad Iqbal, Nilanjan Dey, Amira S. Ashour, Fuqian Shi
2016 J jnl
Performance evaluation comparison for detecting DNA structural break through big data analysis.
Comput. Syst. Sci. Eng.
Md Sarwar Kamal, Sonia Farhana Nimmy, Sazia Parvin
2014 J jnl
Algorithms for global protein-protein interaction network alignment.
Netw. Model. Anal. Health Informatics Bioinform.
Sonia Farhana Nimmy, Mohammad Shohelur Rahman