Cyber-Empathic Design: A Data-Driven Framework for Product Design D Ghosh, A Olewnik, K Lewis, J Kim, A Lakshmanan Journal of Mechanical Design 139 (9), 091401, 2017 | 50 | 2017 |
Equipment Health Indicator Learning Using Deep Reinforcement Learning DG C. Zhang, C. Gupta, A. Farahat, K. Ristovski European Conference on Machine Learning and Principles and Practice of …, 2018 | 42* | 2018 |
Proximity switch assembly and activation method having virtual button mode P Buttolo, SC Salter, D Ghosh, K Omar, IIJS Rankin US Patent 9,568,527, 2017 | 34 | 2017 |
Proximity switch assembly with signal drift rejection and method P Buttolo, SC Salter, IIJS Rankin, D Ghosh US Patent 9,944,237, 2018 | 25 | 2018 |
Computationally efficient imprecise uncertainty propagation DD Ghosh, A Olewnik Journal of Mechanical Design 135 (5), 051002, 2013 | 22 | 2013 |
Automatic health indicator learning using reinforcement learning for predictive maintenance C Zhang, C Gupta, AK Farahat, K Ristovski, D Ghosh US Patent 11,042,145, 2021 | 21 | 2021 |
Application of Feature-Learning Methods Toward Product Usage Context Identification and Comfort Prediction D Ghosh, A Olewnik, K Lewis Journal of Computing and Information Science in Engineering 18 (1), 011004, 2018 | 21 | 2018 |
Proximity switch assembly and method of tuning same P Buttolo, SC Salter, D Ghosh, K Omar, IIJS Rankin US Patent 9,831,870, 2017 | 18 | 2017 |
Proximity switch assembly having haptic feedback and method P Buttolo, SC Salter, IIJS Rankin, D Ghosh US Patent 9,654,103, 2017 | 16 | 2017 |
In-vehicle component user interface P Buttolo, IIJS Rankin, D Ghosh, GS Strumolo, SC Salter US Patent App. 14/635,321, 2016 | 16 | 2016 |
Deep Learning Network Architecture Optimization for Uncertainty Estimation in Regression AF Dipanjan Ghosh, Kosta Ristovski, Chetan Gupta US Patent App. 15/605,023, 2018 | 13* | 2018 |
Proximity sensor assembly having interleaved electrode configuration P Buttolo, SC Salter, MS Dassanayake, IIJS Rankin, D Ghosh US Patent 9,548,733, 2017 | 12 | 2017 |
Equipment repair management and execution D Ghosh, AK Farahat, C Zhang, M Vieira, C Gupta US Patent App. 16/139,149, 2020 | 11 | 2020 |
AI-BASED INSPECTION IN TRANSPORTATION MT Gonzalez Diaz, D Ghosh, A Arantes, M Yoshida, J Hashizume, ... US Patent App. 16/355,419, 2020 | 8* | 2020 |
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models L Wang, D Ghosh, M Gonzalez Diaz, A Farahat, M Alam, C Gupta, J Chen, ... Advances in Neural Information Processing Systems 33, 2020 | 8 | 2020 |
Simultaneous button press secure keypad code entry P Buttolo, IIJS Rankin, D Ghosh, H Lobo, K Ritter, J Smith, SC Salter US Patent 9,747,740, 2017 | 7 | 2017 |
Product “In-Use” Context Identification Using Feature Learning Methods DD Ghosh, A Olewnik, K Lewis ASME 2016 International Design Engineering Technical Conferences and …, 2016 | 7 | 2016 |
Multi-touch keyless entry pad P Buttolo, IIJS Rankin, D Ghosh, GS Strumolo, H Lobo, K Ritter, J Smith, ... US Patent App. 14/635,650, 2016 | 6 | 2016 |
Method for reproducibility of deep learning classifiers using ensembles D Ghosh, MTG Diaz, M Alam, A Farahat, C Gupta, W Lijing US Patent 11,574,166, 2023 | 5 | 2023 |
Motion based capacitive sensor system P Buttolo, H Lobo, IIJS Rankin, K Ritter, D Ghosh, SC Salter, J Smith US Patent 10,409,426, 2019 | 5 | 2019 |