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ORCIDSonia Farhana Nimmy
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2020 – today
- 2025
[j10]Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, Abderrahmane Leshob:
Quantifying the trustworthiness of explainable artificial intelligence outputs in uncertain decision-making scenarios. Eng. Appl. Artif. Intell. 141: 109678 (2025)- 2024
- [j9]Sonia Farhana Nimmy, Md. Golam Sarowar
, Nilanjan Dey, Amira S. Ashour, KC Santosh:
Investigation of DNA discontinuity for detecting tuberculosis. J. Ambient Intell. Humaniz. Comput. 15(1): 1149-1163 (2024) - [j8]Sazia Parvin, Sonia Farhana Nimmy, Md Sarwar Kamal:
Convolutional neural network based data interpretable framework for Alzheimer's treatment planning. Vis. Comput. Ind. Biomed. Art 7(1): 3 (2024) - [c3]Md Sarwar Kamal, Sonia Farhana Nimmy:
Interpretable Transformers for Alzheimer Disease Diagnosis on Multi-modal Data. IJCNN 2024: 1-8 - [c2]Sonia Farhana Nimmy, Md Sarwar Kamal, Omar Khadeer Hussain, Ripon K. Chakrabortty:
Interpretability in Mapping Weeds and Crops from Drone Images. IJCNN 2024: 1-8 - 2023
- [j7]Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, Farookh Khadeer Hussain, Morteza Saberi:
Interpreting the antecedents of a predicted output by capturing the interdependencies among the system features and their evolution over time. Eng. Appl. Artif. Intell. 117(Part): 105596 (2023) - [j6]Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, Farookh Khadeer Hussain, Morteza Saberi:
An optimized Belief-Rule-Based (BRB) approach to ensure the trustworthiness of interpreted time-series decisions. Knowl. Based Syst. 271: 110552 (2023) - [c1]Md Sarwar Kamal, Linkon Chowdhury, Sonia Farhana Nimmy, Taki Hasan Rafi, Dong-Kyu Chae:
An Interpretable Framework for Identifying Cerebral Microbleeds and Alzheimer's Disease Severity using Multimodal Data. EMBC 2023: 1-4 - 2022
- [j5]Sonia Farhana Nimmy, Omar Hussain, Ripon K. Chakrabortty, Farookh Khadeer Hussain, Morteza Saberi:
Explainability in supply chain operational risk management: A systematic literature review. Knowl. Based Syst. 235: 107587 (2022)
2010 – 2019
- 2018
- [j4]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:
Evolutionary framework for coding area selection from cancer data. Neural Comput. Appl. 29(4): 1015-1037 (2018) - 2017
- [j3]Sonia Farhana Nimmy, Md Sarwar Kamal, Hossain Muhammad Iqbal, Nilanjan Dey, Amira S. Ashour, Fuqian Shi:
Neural Skyline Filtering for Imbalance Features Classification. Int. J. Comput. Intell. Appl. 16(3): 1750019:1-1750019:25 (2017) - 2016
- [j2]Md Sarwar Kamal, Sonia Farhana Nimmy, Sazia Parvin:
Performance evaluation comparison for detecting DNA structural break through big data analysis. Comput. Syst. Sci. Eng. 31(4) (2016) - 2014
- [j1]Sonia Farhana Nimmy, Mohammad Shohelur Rahman:
Algorithms for global protein-protein interaction network alignment. Netw. Model. Anal. Health Informatics Bioinform. 3(1) (2014)
Coauthor Index
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