Bhumika

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Driving Simulator

Contextual Bandit

Dynamic Networks

Top Venues

Publications

Nishit Bhardwaj, Anupriya Pal, Bhumika, Debasis Das
Adaptive Context Based Road Accident Risk Prediction Using Spatio-Temporal Deep Learning. IEEE Trans. Artif. Intell. 5 (6) (2024)
Jayant Vyas, Bhumika, Debasis Das, Santanu Chaudhury
Federated learning based driver recommendation for next generation transportation system. Expert Syst. Appl. 225 (2023)
Jayant Vyas, Bhumika, Debasis Das, Santanu Chaudhury
Dr. MTL: Driver Recommendation using Federated Multi-Task Learning. VTC Fall (2023)
Bhumika, Debasis Das
ANOM-DGCN: Detection of Anomalies in Dynamic Networks using Deviated Graph Convolution Network. IWCMC (2022)
Jayant Vyas, Nishit Bhardwaj, Bhumika, Debasis Das
TransDBC: Transformer for Multivariate Time-Series based Driver Behavior Classification. IJCNN (2022)
Bhumika, Debasis Das
UApredictor: Urban Anomaly Prediction from Spatial-Temporal Data using Graph Transformer Neural Network. IJCNN (2022)
Bhumika, Debasis Das
MARRS: A Framework for multi-objective risk-aware route recommendation using Multitask-Transformer. RecSys (2022)
Ankur Nahar, Lokendra Vishwakarma, Bhumika, Debasis Das
MetoidS: Hybrid K-Medoids-Meta Heuristic Clustering-Based Routing Optimization in Vehicular Ad-Hoc Networks. VTC Spring (2022)
Giulio Rigoni, Cristina M. Pinotti, Bhumika, Debasis Das, Sajal K. Das
Delivery with UAVs: a simulated dataset via ATS. VTC Spring (2022)
Bhumika, Debasis Das, Sajal K. Das
RsSafe: Personalized Driver Behavior Prediction for Safe Driving. IJCNN (2022)
Bhumika, Jayant Vyas, Debasis Das
Stress-Aware Recommendation for Safe Driving using MTL-ConvLSTM. ITSC (2022)
Bhumika, Debasis Das
Deep Learning Based Urban Anomaly Prediction from Spatiotemporal Data. ECML/PKDD (1) (2022)