All Publications

R. Nayak, K., U. C. Pati, S. K. Das, P. Singh, and G. K. Sahoo,"An internet of things-edge paradigm-enabled vision-based driving assistance for blind corners: a V2I application", International Journal of Computational Vision and Robotics, vol.16, no.2, pp.141-163, Inderscience, February 2026, 10.1504/IJCVR.2026.151538       Article

M. Mishra and U. C. Pati,"sMRI based hybrid framework of light weight deep learning and ensemble machine learning model for autism spectrum disorder detection", SN Computer Science, vol.7, no.1, Springer 2026, 10.1007/s42979-025-04609-7       Article

R. Nayak, U. C. Pati, and S. K. Das,"MGLA-DSNet: Multi-head global-local attention-enabled dual-stream network for weakly supervised video anomaly detection", Journal of Visual Communication and Image Representation, vol.116, pp.104744, Elsevier 2026, 10.1016/j.jvcir.2026.104744       Article

V. Kumar, R. Nayak, and U. C. Pati,"A cost-sensitive and FAR-constrained conformal LightGBM framework for predictive maintenance", in International Conference on Frontiers in Advanced Computing and Emerging Intelligent Technologies (FACEIT-2026), Springer 2026, 10.1007/978-3-032-29501-9_23       Inproceedings

V. Kumar, R. Nayak, and U. C. Pati,"Decoupled Cost–Sensitive Thresholding-based LightGBM for Reliable Predictive Maintenance", in IEEE International conference on Emerging Trends in Advancements and Applications of Computational Intelligence Techniques (ETAACT 2026), IEEE 2026, 10.1109/etaact69135.2026.11542191       Inproceedings

T. Chaurasia, P. Jena, and U. C. Pati,"An attention-guided multi-scale network for brain tumor segmentation", in AI Engineering and Innovation (AIEI-2026), IEEE 2026, 10.1109/AIEI69164.2026.11496952       Inproceedings

P. B. Mohanbhai, N. R. Mohapatra, and U. C. Pati,"A spectral-normalized lightweight GAN with gatekeeper autoencoder for imbalanced chest X-ray classification", in AI Engineering and Innovation (AIEI-2026), IEEE 2026, 10.1109/AIEI69164.2026.11496820       Inproceedings

M. Mishra and U. C. Pati,"Prediction level fusion of vision transformers (PF-ViTs) based network for the detection of autism spectrum disorder using sMRI", Intelligent Data Analysis, IOS Press 2025, View Details       Article

A. G. Rajulu, P. Mohanty, U. C. Pati, and K. Mahapatra,"SolarPred: hybrid machine learning based time series prediction model for solar energy applications", in 2024 IEEE 4th International Conference on Applied Electromagnetics, Signal Processing, & Communication (AESPC), IEEE 2025, 10.1109/AESPC63931.2024.10872218       Inproceedings

R. Nayak, U. C. Pati, and S. K. Das,"Space-time attention model-based anomalous event classification for smart city applications", in 2024 International Conference on Intelligent Computing and Emerging Communication Technologies (ICEC), IEEE 2025, 10.1109/ICEC59683.2024.10837247       Inproceedings