publications

2026

1. IEEE T-ITS

   A Differentially Private Hybrid Transformer-Mamba Architecture for Industrial Predictive Maintenance on Multivariate Time Series Data

   Shubhro Dev, A. Ghosh, and Debasis Das

   IEEE Transactions on Intelligent Transportation Systems. In submission , 2026

   Abs

   A privacy-preserving hybrid Transformer-Mamba architecture for remaining useful life prediction and industrial predictive maintenance on multivariate time-series data, combining a custom time-series encoder with differential privacy.

2. AACL

   A Multiview Multiobjective Clustering Approach to Unsupervised Extractive Summarization

   Shubhro Dev, J. Konwar, M. Aggarwal, and 1 more author

   Manuscript in preparation (target: AACL 2026), 2026

2025

1. ISACC

   Lung Cancer Identification from CT Scans using a Soft-attention enabled Deep Transfer Learning Model

   Shubhro Dev, P. S. Roy, N. Chakraborty, and 1 more author

   In 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC), 2025

   Abs DOI Bib PDF

   

   A soft-attention enabled deep transfer learning model for identifying lung cancer from CT scans and histopathological images, built on transfer learning and attention mechanisms for robust multi-source classification.

   @inproceedings{dev2025lungcancer,
     title = {Lung Cancer Identification from CT Scans using a Soft-attention enabled Deep Transfer Learning Model},
     author = {Dev, Shubhro and Roy, P. S. and Chakraborty, N. and Sarkar, Ram},
     booktitle = {2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC)},
     pages = {254--259},
     year = {2025},
     doi = {10.1109/ISACC65211.2025.10969319},
   }