Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training S Bandyopadhyay, A Datta, A Pal arXiv preprint arXiv:2107.05458, 2021 | 4 | 2021 |
Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis S Bandyopadhyay, A Datta, A Pal arXiv preprint arXiv:2101.03742, 2021 | 4 | 2021 |
Intelligent Continuous Monitoring to Handle Data Distributional Changes for IoT Systems S Bandyopadhyay, A Datta, A Pal, SRR Gadepally Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022 | 3 | 2022 |
Method and system for hierarchical time-series clustering with auto encoded compact sequence (AECS) S Bandyopadhyay, A Datta, A Pal US Patent 11,567,974, 2023 | 2 | 2023 |
Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training S Bandyopadhyay, A Datta, S Sachan, A Pal arXiv preprint arXiv:2205.07870, 2022 | 2 | 2022 |
Generalizable Journey Mode Detection Using Unsupervised Representation Learning S Bandyopadhyay, A Datta, RK Ramakrishnan, A Pal IEEE Transactions on Intelligent Transportation Systems, 2024 | 1 | 2024 |
IDENTIFICATION OF TRANSPORT MODES OF COMMUTERS VIA UNSUPERVISED LEARNING IMPLEMENTED USING MULTISTAGE LEARNER WITH DOMAIN GENERALIZATION S Bandyopadhyay, A Pal, RK Ramakrishnan, A Datta US Patent App. 18/473,943, 2024 | | 2024 |
SYSTEM AND METHOD FOR GENERATING SYNTHETIC DATA WITH DOMAIN ADAPTABLE FEATURES S Bandyopadhyay, A Datta, C Bhaumik, T Chakravarty, A Pal, R Panse, ... US Patent App. 18/465,046, 2024 | | 2024 |
IDENTIFYING SENSOR DRIFTS AND DIVERSE VARYING OPERATIONAL CONDITIONS USING VARIATIONAL AUTOENCODERS FOR CONTINUAL TRAINING S Bandyopadhyay, S Balakrishnan, S Sachan, Y Tadepalli, A Pal, A Datta, ... US Patent App. 18/093,594, 2023 | | 2023 |
FUSION OF PHYSICS AND AI BASED MODELS FOR END-TO-END DATA SYNTHESIZATION AND VALIDATION S Bandyopadhyay, T Chakravarty, A Pal, C Bhaumik, R Panse, A Datta US Patent App. 17/813,061, 2023 | | 2023 |
Unsupervised Feature Recommendation using Representation Learning A Datta, S Bandyopadhyay, S Sachan, A Pal 2022 30th European Signal Processing Conference (EUSIPCO), 1591-1595, 2022 | | 2022 |
SYSTEM AND METHOD FOR LABEL GENERATION FOR TIMESERIES CLASSIFICATION S Bandyopadhyay, A Datta, A Pal US Patent App. 17/477,771, 2022 | | 2022 |