Sonia Farhana Nimmy

According to our database, Sonia Farhana Nimmy authored at least 17 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Interpretable Code Summarization.

Md Sarwar Kamal, Sonia Farhana Nimmy, Nilanjan Dey

IEEE Trans. Reliab., March, 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

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 Medical Image Captioning.

Md Sarwar Kamal, Sonia Farhana Nimmy, Md Rafiqul Islam, Usman Naseem

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Explainable Vision-Language Model for Personalized Medicine.

Md Sarwar Kamal, Sonia Farhana Nimmy, Wafa Alharbi

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

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, December, 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., January, 2024

Interpretability in Mapping Weeds and Crops from Drone Images.

Sonia Farhana Nimmy, Md Sarwar Kamal, Omar Khadeer Hussain, Ripon K. Chakrabortty

Proceedings of the International Joint Conference on Neural Networks, 2024

Interpretable Transformers for Alzheimer Disease Diagnosis on Multi-modal Data.

Md Sarwar Kamal, Sonia Farhana Nimmy

Proceedings of the International Joint Conference on Neural Networks, 2024

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

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 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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Explainability in supply chain operational risk management: A systematic literature review.

Sonia Farhana Nimmy, Omar Hussain, Ripon K. Chakrabortty, Farookh Khadeer Hussain, Morteza Saberi

Knowl. Based Syst., 2022

2018

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

2017

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

2016

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

2014

Algorithms for global protein-protein interaction network alignment.

Sonia Farhana Nimmy, Mohammad Shohelur Rahman

Netw. Model. Anal. Health Informatics Bioinform., 2014