Ravi Ramachandran

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Emailravirowanedu

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Research activity per year

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.

1 Similar Profiles

1 Finished

Collaborative Research: TUES: Vertical Integration of Concepts and Laboratory Experiences in Biometrics across the Four Year Electrical and Computer Engineering Curriculum
Ramachandran, R. (PI)
National Science Foundation
10/1/11 → 9/30/15
Project: Other project

52 Conference article
49 Article
46 Conference contribution
9 Paper
More

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
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
1 Scopus citations
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

Open Access
3 Scopus citations
Targeted Background Removal Creates Interpretable Feature Visualizations
Nielsen, I. E., Grundeland, E., Snedeker, J., Ramachandran, R. P. & Rasool, G., 2023, 2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023. Institute of Electrical and Electronics Engineers Inc., p. 1050-1054 5 p. (Midwest Symposium on Circuits and Systems).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
Transformers in Time-Series Analysis: A Tutorial
Ahmed, S., Nielsen, I. E., Tripathi, A., Siddiqui, S., Ramachandran, R. P. & Rasool, G., Dec 2023, In: Circuits, Systems, and Signal Processing. 42, 12, p. 7433-7466 34 p.
Research output: Contribution to journal › Article › peer-review
31 Scopus citations

Ravi Ramachandran

Personal profile

Education/Academic qualification

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Collaborative Research: TUES: Vertical Integration of Concepts and Laboratory Experiences in Biometrics across the Four Year Electrical and Computer Engineering Curriculum

A Comparison of Feature Selection Techniques for First-day Mortality Prediction in the ICU

EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models

Revisiting the fragility of influence functions

Targeted Background Removal Creates Interpretable Feature Visualizations

Transformers in Time-Series Analysis: A Tutorial

Ravi Ramachandran

Personal profile

Education/Academic qualification

Fingerprint

Collaborations and top research areas from the last five years

Projects

Collaborative Research: TUES: Vertical Integration of Concepts and Laboratory Experiences in Biometrics across the Four Year Electrical and Computer Engineering Curriculum

Research output

A Comparison of Feature Selection Techniques for First-day Mortality Prediction in the ICU

EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models

Revisiting the fragility of influence functions

Targeted Background Removal Creates Interpretable Feature Visualizations

Transformers in Time-Series Analysis: A Tutorial