Amar Kumar

According to our database, Amar Kumar authored at least 18 papers between 2009 and 2024.

Collaborative distances:

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

2024

DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations.

Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel

CoRR, 2024

2023

Convolutional Neural Networks for Gas Turbine Exhaust Gas Temperature and Power Predictions.

Thiagarajan Ravichandran, Yuan Liu, Amar Kumar, Alka Srivastava

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2023

COVID QA Network: A Specific Case of Biomedical Question Answering.

Amar Kumar, Rupal Bhargava, Manoj Jayabalan

Proceedings of the 15th International Conference on Developments in eSystems Engineering, 2023

Debiasing Counterfactuals in the Presence of Spurious Correlations.

Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

2022

Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers.

Amar Kumar, Anjun Hu, Brennan Nichyporuk, Jean-Pierre R. Falet, Douglas L. Arnold, Sotirios A. Tsaftaris, Tal Arbel

Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022

2020

Data-Driven Performance Prediction Using Gas Turbine Sensory Signals.

Thambirajah Ravichandran, Yuan Liu, Amar Kumar, Alka Srivastava, Houman Hanachi, Glenn R. Heppler

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

2019

Highly Sensitive, 112 Gb/s O-Band Waveguide Coupled Silicon-Germanium Avalanche Photodetectors.

Alireza Samani, Olivier Carpentier, Eslam El-Fiky, Maxime Jacques, Amar Kumar, Yun Wang, Laurent Guenin, Claude Gamache, Ping-Chiek Koh, David V. Plant

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

High Extinction Ratio and Broadband O-Band Polarization Splitter and Rotator on Silicon-on-Insulator.

Eslam El-Fiky, Yun Wang, Santiago Bernal, Claude Gamache, Eric Panorel, Amar Kumar, Alireza Samani, Maxime Jacques, Ping-Chiek Koh, David V. Plant

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Data-Driven Model Selection Study for Long-Term Performance Deterioration of Gas Turbines.

Yuan Liu, Avisekh Banerjee, Houman Hanachi, Amar Kumar

Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management, 2019

Energy Conservation Perspective for Recharging Cell Phone Battery Utilizing Speech Through Piezoelectric System.

Ashish Tiwary, Yashraj, Amar Kumar, Mandeep Biruly

Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2019

2015

Exhaust gas temperature data prediction by autoregressive models.

Amar Kumar, Alka Srivastava, Nita Goel, Jon McMaster

Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2014

Prediction of exhaust gas temperature in GTE by multivariate regression analysis and anomaly detection.

Amar Kumar, Avisekh Banerjee, Alka Srivastava, Nita Goel

Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

2013

Gas turbine engine operational data analysis for anomaly detection: Statistical vs. neural network approach.

Amar Kumar, Avisekh Banerjee, Alka Srivastava, Nita Goel, Alok Goel

Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

2012

Real time data anomaly detection in operating engines by statistical smoothing technique.

Amar Kumar, Alka Srivastava, Nita Bansal, Alok Goel

Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

2011

Realtime diagnostic prognostic solution for life cycle management of thermomechanical system.

Bhavaye Saxena, Amar Kumar, Alka Srivastava, Alok Goel

Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

Environmental impact on optimization analysis for standalone and hybrid power generating units.

Amar Kumar, Marzia Zaman, Nita Goel, Nishith Goel, Ron Church

Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

2010

Model-free approach and methodology for data anomaly detection for real time diagnostic solution.

Amar Kumar, Alka Srivastava, Nita Goel, Amiya Nayak

Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

2009

Experimental validation of statistical algorithm for diagnosis of damage fault.

Amar Kumar, Amiya Nayak, Alka Srivastava, Nita Goel

Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009