Publications & Projects

• Ghosh, A., Das, D. and Ekbal, A., CauFR-TS: Causal Time-Series Identifiability via Factorized Representations. Transactions on Machine Learning Research, 2026. [OpenReview] [Code]

• Ghosh, H., Ghosh, A., Das, D. and Bagchi, S., 2026. EPUV: A lightweight protocol for enhancing security and performance in UAV-assisted IoV systems. Pervasive and Mobile Computing, p.102206. [Publication link]

• Ghosh, A., Jain, R., Parida, S., Das, D. (2025). TS-NUC : Nearest Unlike Cluster-Guided Generative Counterfactual Estimation for Time Series Classification. In: Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, CL., Bhattacharya, S., Pal, U. (eds) Pattern Recognition. ICPR 2024. Lecture Notes in Computer Science, vol 15326. Springer, Cham. https://doi.org/10.1007/978-3-031-78395-1_26  [Publication link] [Code]

• A. Ghosh, "Towards Full-page Offline Bangla Handwritten Text Recognition using Image-to-Sequence Architecture," 2023 IEEE Silchar Subsection Conference (SILCON), Silchar, India, 2023, pp. 1-6, doi: 10.1109/SILCON59133.2023.10404241. [Publication link] [Code] [Dataset]

• A. Ghosh, "Sentiment Analysis of IMDb Movie Reviews : A comparative study on Performance of Hyperparameter-tuned Classification Algorithms", 2022 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2022, pp. 289-294, doi: 10.1109/ICACCS54159.2022.9784961.  [Publication link] [Code]

• Ghosh A., Das T., Majumder S., Roy A. (2020) Authentication of User in Connected Governance Model. In: Batra U., Roy N., Panda B. (eds) Data Science and Analytics. REDSET 2019. Communications in Computer and Information Science, vol 1230. Springer, Singapore. https://doi.org/10.1007/978-981-15-5830-6 10  [Publication link]

⚠️Under edit⚠️

• Scene Reconstruction for Edge using Metadata

  • • • Worked on this as an Intern at Siemens RDA.

      • Performing Real-time Object detection and Pose estimation from video footage using pre-trained YOLO-v3 and MediaPipe models respectively.

      • Reconstructing or estimating the video feed at the Server end (Remote) using the extracted metadata.

      • Areas & Tech involved - Deep Learning (Applied), Computer Vision, OpenCV, Python 3, Onvif

      • Click here for details

• Detection of Parkinson's disease from offline hand drawn Archimedean spiral

  • • • Worked on this during Summer School at ISI Kolkata in 2019

      • Developed a Deep learning image classication model using Keras to predict if a person is having Parkinson's disease or not

      • Dataset contained Hand-drawn Archimedean spirals drawn by different persons having or not having Parkinson's Disease

      • Areas & Tech involved - Deep Learning, Keras, CNN, Python 3

• Several other ML/DL projects are available on my GitHub Repository.