Dr. Naushin Nower

Sadia Tabassum and Naushin Nower : DG-LLM: Decomposition-based dynamic graph adaptation of large language models for spatiotemporal traffic forecasting, Plos one (impact factor:2.6) , vol.21 , no.5 Public Library of Science San Francisco, CA USA , pp.e0349527 , 2026 .

Nazmus Sakib Ahmed and Naushin Nower : Improving Agents in The Wild via Agent Server Collaboration for Continual Semantic Understanding: A Framework, IEEE Access (impact factor:3.6) , vol.14 , no.10.1109/ACCESS.2026.3675501 IEEE , pp.43067 - 43079 , 2026 .

Ashraful Islam Shanto Sikder and Naushin Nower : Multi-objective representation learning for road networks and trajectories with spatial-temporal fusion and contrastive signals, PLoS One (impact factor:2.6) , vol.20 , no.9 Public Library of Science San Francisco, CA USA , pp.331-473 , 2025 .

Atkia Akila Karim and Naushin Nower : Probabilistic spatio-temporal graph convolutional network for traffic forecasting, Applied Intelligence , vol.54 Springer , pp.1--16 , 2024 .

Md Moshiur Rahman and Naushin Nower : Inferring traffic patterns of dhaka city: A spatio-temporal analysis over a year, Transport and Telecommunication , vol.25 , no.4 De Gruyter Poland , pp.409--426 , 2024 .

Md Moshiur Rahman, Abu Rafe Md Jamil and Naushin Nower : Uncertainty-Aware Traffic Prediction using Attention-based Deep Hybrid Network with Bayesian Inference, International Journal of Advanced Computer Science and Applications , vol.14 , no.6 Science and Information (SAI) Organization Limited , 2023 .

Abu Rafe Md Jamil and Naushin Nower : Dynamic Weight-based Multi-Objective Reward Architecture for Adaptive Traffic Signal Control System, International Journal of Intelligent Transportation Systems Research , vol.20 , no.2 Springer , pp.495--507 , 2022 .

Iftekhar Hossain and Naushin Nower : Traffic Data Collection and Visualization Tool for Knowledge Discovery Using Google Maps, International Journal of Software Innovation (IJSI) , vol.10 , no.1 IGI Global , pp.1--12 , 2022 .

Abu Rafe Md Jamil, Kishan Kumar Ganguly and Naushin Nower : Adaptive traffic signal control system using composite reward architecture based deep reinforcement learning, IET Intelligent Transport Systems , vol.14 , no.14 Wiley Online Library , pp.2030--2041 , 2021 .

Sakhawat Hossan and Naushin Nower : Fog-based dynamic traffic light control system for improving public transport, Public Transport , vol.12 Springer , pp.431--454 , 2020 .

Yang Liu, Naushin Nower, Shota Morita and Masashi Unoki : Speech enhancement of instantaneous amplitude and phase for applications in noisy reverberant environments, Speech Communication , vol.84 Elsevier , pp.1--14 , 2016 .

Naushin Nower, Yang Liu and Masashi Unoki : Restoration scheme of instantaneous amplitude and phase using Kalman filter with efficient linear prediction for speech enhancement, Speech Communication , vol.70 Elsevier , pp.13--27 , 2015 .

Naushin Nower, Yasuo Tan and Azman Osman Lim : Traffic pattern based data recovery scheme for cyber-physical systems, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences , vol.97 , no.9 The Institute of Electronics, Information and Communication Engineers , pp.1926--1936 , 2014 .

Atkia Akila Karim and Naushin Nower "Robust Traffic Prediction Using Probabilistic Spatio-Temporal Graph Convolutional Network." International Conference on Engineering Applications of Neural Networks , pp. 259--273. Springer: 2024 .

Md Moshiur Rahman and Naushin Nower "Attention based deep hybrid networks for traffic flow prediction using google maps data." Proceedings of the 2023 8th international conference on machine learning technologies , pp. 74--81. Stockholm: 2023 .