Projects per year
Personal profile
Education/Academic qualification
Bachelor of Science, Bachelor, Concordia University
Master of Science, Master, McGill University
Doctor of Philosophy, doctorate, McGill University
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Dive into the research topics where Ravi Ramachandran 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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Projects
- 1 Finished
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A Comparison of Feature Selection Techniques for First-day Mortality Prediction in the ICU
Epifano, J. R., Silvestri, A., Yu, A., Ramachandran, R. P., Tripathi, A. & Rasool, G., 2023, ISCAS 2023 - 56th IEEE International Symposium on Circuits and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models
Nielsen, I. E., Ramachandran, R. P., Bouaynaya, N., Fathallah-Shaykh, H. M. & Rasool, G., 2023, In: IEEE Access. 11, p. 82556-82569 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Revisiting the fragility of influence functions
Epifano, J. R., Ramachandran, R. P., Masino, A. J. & Rasool, G., May 2023, In: Neural Networks. 162, p. 581-588 8 p.Research output: Contribution to journal › Article › peer-review
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Transformers in Time-Series Analysis: A Tutorial
Ahmed, S., Nielsen, I. E., Tripathi, A., Siddiqui, S., Ramachandran, R. P. & Rasool, G., 2023, (Accepted/In press) In: Circuits, Systems, and Signal Processing.Research output: Contribution to journal › Article › peer-review
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Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks
Nielsen, I. E., Dera, D., Rasool, G., Ramachandran, R. P. & Bouaynaya, N. C., Jul 1 2022, In: IEEE Signal Processing Magazine. 39, 4, p. 73-84 12 p.Research output: Contribution to journal › Article › peer-review
14 Scopus citations