| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Information Science | Japan Advanced Institute of Science and Technology | Japan | 2015 |
| Masters | Computer Science and Engineering (CSE) | University of Dhaka | Bangladesh | |
| Bachelor | Computer Science and Engineering (CSE) | University of Dhaka | Bangladesh |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Regular Associate , Science Technology and Innovation section | International Center for Theoretical Physics (ICTP), Trieste, Italy | Italy | 01, Jan 2024 | 31-12-2029 |
| Professor | Institute of Information Technology | University of Dhaka | 25, May 2023 | Currently Working |
| Associate Professor | Institute of Information Technology | University of Dhaka | 24, Mar 2019 | 24-05-2023 |
| Post-doctoral fellow in the University of Manchester | University of Manchester | United Kingdom | 01, May 2017 | 01-07-2018 |
| Assistant Professor | Institute of Information Technology | University of Dhaka | 28, Apr 2015 | 25-02-2019 |
| Research Assistant | Computer Systems and Networks Division, School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) | Japan | 01, Apr 2012 | 28-02-2015 |
| Lecturer | Institute of Information Technology | University of Dhaka | 01, Jul 2010 | 02-04-2015 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| IoT, Intelligent Transport System, Machine learning |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Masters | Probabilistic spatio-temporal graph convolutional network for traffic forecasting | Dr. Naushin Nower | 2024 | |||
| Masters | Spatio temporal location embedding | Dr. Naushin Nower | 2024 | |||
| Masters | Maintaining plasticly and stability of Deep Neural Network | Dr. Naushin Nower | 2024 | |||
| Masters | Attention based Deep Hybrid Networks for Traffic Flow Prediction for Dhaka city | Dr. Naushin Nower | 2023 | |||
| Masters | Adaptive traffic signal control system using composite reward architecture based deep reinforcement learning | Dr. Naushin Nower |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| No project/research work is found | |||||
Invited Talk
| SL | Invited Talk |
|---|---|
| No invited talk is found | |
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| No Collaboration & Membership is found | ||||
| Journal Article | |
|---|---|
| 1 |
Atkia Akila Karim and Naushin Nower : Probabilistic spatio-temporal graph convolutional network for traffic forecasting,
Applied Intelligence , vol.54 Springer , pp.1--16 , 2024
.
|
| 2 |
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
.
|
| 3 |
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
.
|
| 4 |
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
.
|
| 5 |
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
.
|
| 6 |
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
.
|
| 7 |
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
.
|
| 8 |
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
.
|
| 9 |
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
.
|
| Conference Proceedings | |
| 1 |
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
.
|
| 2 |
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
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| No award information is found | ||||
Dr. Naushin Nower
Professor
Institute of Information Technology
Institutes
Email: naushin@iit.du.ac.bd
Phone: IIT