4 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 2 cited
Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training
Soma Bandyopadhyay, Anish Datta, Shruti Sachan +1
Driving behavior monitoring plays a crucial role in managing road safety and decreasing the risk of traffic accidents. Driving behavior is affected by multiple factors like vehicle…
cs.LG2021★ 2 cited
Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training
Soma Bandyopadhyay, Anish Datta, Arpan Pal
Time-series generated by end-users, edge devices, and different wearables are mostly unlabelled. We propose a method to auto-generate labels of un-labelled time-series, exploiting…
cs.LG2021★ 4 cited
Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis
Soma Bandyopadhyay, Anish Datta, Arpan Pal
Getting a robust time-series clustering with best choice of distance measure and appropriate representation is always a challenge. We propose a novel mechanism to identify the clus…