Publications

Sandip Kumar, Pragati Singha, Bhumika, and Debasis Das . Co-Move: Covid-19 and Inter-region Human Mobility Analysis and Prediction. IEEE Transaction on IEEE Transactions on Computational Social Systems (TCSS), 2024.
Nishit Bhardwaj, Anupriya Pal, Bhumika, and Debasis Das . Adaptive Context based Road Accident Risk Prediction using Spatio-temporal Deep Learning. IEEE Transactions on Artificial Intelligence (TAI), 2023.
Jayant Vyas, Bhumika, Debasis Das, and Santanu Chaudhury . Federated learning based driver recommendation for next generation transportation system. Expert Systems with Applications, 2023.
Jayant Vyas, Bhumika, Debasis Das, and Sajal K. Das . Dr. MTL: Driver Recommendation using Federated Multi-Task Learning. IEEE 98th Vehicular Technology Conference (VTC-Fall), 2023.
Bhumika and Debasis Das. Deep Learning Based Urban Anomaly Prediction from Spatiotemporal Data. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), 2022.
Bhumika and Debasis Das. MARRS: A Framework for multi-objective risk-aware route recommendation using Multitask-Transformer. In Proceedings of the 16th ACM Conference on Recommender Systems (RecSys), 2022.
Bhumika and Debasis Das. UApredictor: Urban Anomaly Prediction from Spatial-Temporal Data using Graph Transformer Neural Network. In International Joint Conference on Neural Networks (IJCNN), 2022.
Bhumika, Debasis Das, and and Sajal K. Das. RsSafe: Personalized Driver Behavior Prediction for Safe Driving. In International Joint Conference on Neural Networks (IJCNN), 2022.
Bhumika, Jayant Vyas, and Debasis Das. Stress-Aware Recommendation for Safe Driving using MTL-ConvLSTM. In International Conference on Intelligent Transportation Systems (ITSC), 2022.
Rigoni Giulio, Cristina M. Pinotti, Bhumika, Debasis Das, and Sajal K. Das. Delivery with UAVs: a simulated dataset via ATS. In IEEE 95th Vehicular Technology Conference (VTC-Spring), 2022.
Jayant Vyas, Nishit Bhardwaj, Bhumika and Debasis Das. TransDBC: Transformer for Multivariate Time-Series based Driver Behavior Classification. In International Joint Conference on Neural Networks (IJCNN), 2022.
Ankur Nahar, Lokendra Vishwakarma, Bhumika, and Debasis Das. MetoidS: Hybrid K-Medoids-Meta Heuristic Clustering-Based Routing Optimization in Vehicular Ad-Hoc Networks. In IEEE 95th Vehicular Technology Conference (VTC-Spring) , 2022.