20 citations · 54 across the 9 of their papers we have counts for
3 papers · 1 filter
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data
Aritra Hota, Soumyajit Chatterjee, Sandip Chakraborty
Traditional human-in-the-loop-based annotation for time-series data like inertial data often requires access to alternate modalities like video or audio from the environment. These…
Enhancing Efficiency in Multidevice Federated Learning through Data Selection
Fan Mo, Mohammad Malekzadeh, Soumyajit Chatterjee +2
Ubiquitous wearable and mobile devices provide access to a diverse set of data. However, the mobility demand for our devices naturally imposes constraints on their computational an…
Exploiting Multi-modal Contextual Sensing for City-bus's Stay Location Characterization: Towards Sub-60 Seconds Accurate Arrival Time Prediction
Ratna Mandal, Prasenjit Karmakar, Soumyajit Chatterjee +5
Intelligent city transportation systems are one of the core infrastructures of a smart city. The true ingenuity of such an infrastructure lies in providing the commuters with real-…