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| Full Name | Dr. Naushin Nower | ||
| Designation | Professor | ||
| Qualification | Ph.D (Japan), Postdoc (UK) | ||
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DBLP Profile | ||
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Google Scholar Profile | ||
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Academia.edu Profile | ||
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ResearchGate Profile | ||
| Status | On Duty |
Academic Qualification:
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Ph.D. |
JAIST (Japan Advanced Institute of Science & Technology) Ph.D. Thesis: Data Recovery Schemes for Cyber-Physical Systems Year: March 2015. |
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Post-Graduation |
Master of Science (MS) Department of Computer Science & Engineering, University of Dhaka, Bangladesh MS
Thesis: Reversible Logic Synthesis, Year:
2009. |
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Graduation |
Bachelor of Science (Hons.) Department of Computer Science & Engineering, University of Dhaka, Bangladesh |
Research Experience
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Regular Associate |
Appointed as Regular Associate in the Science, Technology and Innovation (STI) section of the International Centre for Theoretical Physics (ICTP), Trieste, Italy. |
2024 to 2029 |
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Research Associate |
Post-doctoral fellow in the University of Manchester Working in PACTMAN project (Trust, Privacy and Consent in Future Pervasive Environments) funded by Engineering and Physical Science Research Council (EPSRC) |
June 2017-June 2018 |
Research Assistant (RA) |
Doctoral level Computer Systems and Networks Division, School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) |
2012-2013 |
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Researcher |
Acoustic Information Processing, School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) |
2013-2015 |
Teaching Experience
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May 2023-to date |
Professor Institute of Information Technology (IIT), University of Dhaka, Bangladesh. |
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March 2019- April 2023 |
Associate Professor Institute of Information Technology (IIT), University of Dhaka, Bangladesh. |
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April 2015- February 2019 |
Assistant Professor Institute of Information Technology (IIT), University of Dhaka, Bangladesh. |
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August 2015-June 2017 |
Student Advisor Institute of Information Technology (IIT), University of Dhaka, Bangladesh. |
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January 2016- April 2017 |
Guest Faculty North South University (NSU), Bangladesh |
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July 2010-March 2015 |
Lecturer Institute of Information Technology (IIT), University of Dhaka, Bangladesh. |
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June 2008- June 2010 |
Lecturer Department of Computer Science & Engineering, State University of Bangladesh (SUB). |
Machine Learning, Cyber physical system, Intelligent transport system, TinyML.
Research Experience:
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Research Associate |
Post-doctoral fellow in the University of Manchester Working in PACTMAN project (Trust, Privacy and Consent in Future Pervasive Environments) funded by Engineering and Physical Science Research Council (EPSRC) |
June 2017-June 2018 |
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Researcher |
Doctoral level |
2012-2015 |
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Research Assistant (RA) |
Doctoral level Computer Systems and Networks Division, School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) |
2012-2013 |
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Developed a data recovery framework for real-time Cyber physical systems. |
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Analyzed data from different physical systems and designed a data analyzer to determine the behavior of data. Designed data recovery framework to predict the missing data and evaluated in real life environment and in simulator. Kalman filter was utilized to reduce error from the recovered data. |
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Researcher |
Acoustic Information Processing, School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) |
2013-2015 |
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Designed a restoration scheme for noisy speech using Kalman filter |
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Proposed a speech restoration scheme by restoring amplitude and phase. Kalman filter was used with effective LP training phase. Observation and deriving noises were verified. |
1. A.A. Karim and N. Nower, "Robust Traffic Prediction using Probabilistic Spatio-temporal Graph Convolutional Network" 25th International Conference on Engineering Applications of Neural Networks (EANN 2024).
2. Md. Moshiur Rahman, Naushin Nower: Attention based Deep Hybrid Networks for Traffic Flow Prediction using Google Maps Data. ICMLT 2023: 74-81
3. Naushin Nower and Sakhawat Hossan "Efficient Dynamic Traffic Light Control for ITS" 2nd Int. conference on Internet of Things and Cloud Computing (ICC 2017), Cambridge, United Kingdom.
4. Yang Liu, Naushin Nower, Shota Morita, Masashi Unoki "Robust Front-End for Speech Recognition by Human and Machine in Noisy Reverberant Environments: The Effect of Phase Information" 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP) pp.1-5, Tianjin, China.
5. Yang Liu, Naushin Nower, Yonghong Yan and Masashi Unoki , “Restoration of instantaneous amplitude and phase of speech signal in noisy reverberant environments", 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France, September 2015.
6. Naushin Nower, Yasuo Tan and Yuto Lim, "Incomplete Feedback Data Recovery Scheme with Kalman Filter for Real-time Cyber-Physical Systems" International Conference on Ubiquitous and Future Networks, Sapporo, Japan, July 2015.
7. Naushin Nower, Yang Liu and Masashi Unoki, “Restoration of Instantaneous Amplitude and Phase using Kalman filter for Speech Enhancement”, The 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4633—4637, Florence, Italy, May 2014.
8. Naushin Nower, Yasuo Tan and Azman Osman Lim, “Efficient Temporal and Spatial Data Recovery Scheme for Stochastic and Incomplete Feedback Data of Cyber-physical systems”, The 8th IEEE International Symposium on Service Oriented System Engineering, pp.192—197, Oxford, United Kingdom, April 2014.
9. Naushin Nower, Yasuo Tan and Azman Osman Lim, “Efficient Spatial Data Recovery Scheme for Cyber-physical systems”, The 1st IEEE International Conference on Cyber-Physical Systems, Networks, and Application, pp.92—97, Taipei, Taiwan, August 2013.
10. Md. Golam Rabiul Alam, Chayan Biswas, and Naushin Nower, “A Semi-Distributed and Mobile Agent Based Architecture for Load Balancing of Heterogeneous Wireless Networks” 14th International Conference on Computer and Information Technology (ICCIT 2011) 22-24 December, 2011, pp. 139-144 Dhaka Bangladesh.
11. Naushin Nower and Ahsan Raja Chowdhury, “Realization of Systolic Array using Ternary Reversible Gates”, 12th International Conference on Computer and Information Technology (ICCIT 2009) 21-23 December, 2009, pp.192-196. Dhaka, Bangladesh.
12. Naushin Nower and Ahsan Raja Chowdhury, “On the Realization of Reversible Ternary Systolic Array”, Silver Jubilee Conference on Communication Technologies and VLSI Design (ComV’09) Oct. 8-10, 2009. pp. 490-491 Vellore, India.
1. Md Moshiur Rahman, Naushin Nower, "Inferring Traffic Patterns of Dhaka City: A Spatio-temporal Analysis over a Year" accepted in Transport and Telecommunication 2024.
2. A.A. Karim, N. Nower, Probabilistic spatio-temporal graph convolutional network for traffic forecasting. Applied Intelligence (2024). https://doi.org/10.1007/s10489-024-05562-3
3. Md. Moshiur Rahman, Abu Rafe Md Jamil, 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, 2023
4. Abu Rafe Md Jamil, Naushin Nower, "Dynamic Weight-based Multi-Objective Reward Architecture for Adaptive Traffic Signal Control System" International Journal of Intelligent Transportation Systems Research, Springer US, pp 1-13.
5. I Hossain and N Nower, "Traffic Data Collection and Visualization Tool for Knowledge Discovery Using Google Maps" International Journal of Software Innovation (IJSI), 2022.
6. ARM Jamil and N Nower, "A Comprehensive Analysis of Reward Function for Adaptive Traffic Signal Control", Knowledge Engineering and Data Science, 2021
7. Abu Rafe Md Jamil, Kishan Kumar Ganguly, Naushin Nower, "Adaptive traffic signal control system using composite reward architecture based deep reinforcement learning" IET Intelligent Transport Systems, 2021
8. Sakhawat Hossan, Naushin Nower "Fog-based dynamic traffic light control system for improving public transport", Springer Public Transport, Vol.12, pp 431–454 (2020).
9. Afrina Khatun and Naushin Nower "Automatic Test Scenario Generation Technique for Medical Cyber Physical Systems" International Journal of Computer Applications Foundation of Computer Science (FCS), NY, USA Volume 176, Number 5, 2017.
10. Afrina Khatun, Naushin Nower, Kazi Sakib, "UML Diagrams and Source based Automatic Test Suite Regeneration for Improving State Model Coverage" International Journal of Computer Applications Foundation of Computer Science (FCS), NY, USA Volume 176 - Number 7, 2017.
11. Yang Liu, Naushin Nower, Shota Morita, Masashi Unoki. "Speech enhancement of instantaneous amplitude and phase for applications in noisy reverberant environments " Speech Communication, Elsevier, vol. 84, pp.1-14, Nov 2016.
12. 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, Elsevier, vol. 70, pp.13-27, July 2015.
13. 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.E97-A, no.9, pp. 1926-1936,Sep. 2014
14. Naushin Nower and Ahsan Raja Chowdhury, On the Realization of Online Ternary Testable Circuit” International Journal of Engineering & Technology (IJST) April, 2012 ISSN 2049-7318, Vol. 1 No. 4, pp. 197-204.
15. Md. Golam Rabiul Alam, Chayan Biswas, Naushin Nower, and Mohammed Shafiul Alam Khan, “A Reliable Semi- Distributed Load balancing architecture of Heterogeneous wireless Networks”, International Journal of Computer Networks and Communications (IJCNC) ISSN 0974-9322 Vol. 4 No. 1 pp. 97-101, January 2012.
16. Naushin Nower and Ahsan Raja Chowdhury, “Design and Analysis of a Compact Reversible Ternary Systolic Array”, International Journal of Computer and Electrical Engineering (IJCEE), ISSN: 1793-8198, Vol. 3, No. 6, pp. 890-895, December 2011 Singapore.
17. Ismat Rahman, Naushin Nower, Tania Ferdous, Ahsan Raja Choudhury, Kazi Chandrima Rahman, and Syed Faisal Hasan “Optimal Load Balancing of Hierarchically Structured Multiple Home Agents”, International Journal of Computer and Information Technology (IJCIT) ISSN: 2218-5224, Vol. 2 Issue 1 pp.96-101 2011.
naushin@iit.du.ac.bd
1. Research grant
from University Grant Commission (UGC), (Bangladesh) to conduct research on "Traffic flow prediction of
Dhaka city using Google maps data ” for the year 2022-2023.
2. Research grant from University Grant Commission (UGC), (Bangladesh)to conduct research on "Adaptive traffic signal control system using deep reinforcement learning” for the year 2020-2021.
3. Research grant from University Grant Commission (UGC), (Bangladesh) to conduct research on " IoT for Intelligent Transport System: IoT based architecture for adaptive traffic control system " for the year 2018-2019.
4. Travel and accommodation grant from International Center for Theoretical Physics (ICTP), Trieste, Italy to attend Winter School on Quantitative Systems Biology: Learning and Artificial Intelligence in Trieste, Italy from 12th November - 23rd November 2018.
5. Travel and accommodation grant from International Center for Theoretical Physics (ICTP), Trieste, Italy to attend CODATA-RDA Summer school and Advanced workshop on IoT and Big data analytics in Trieste, Italy from 5th August - 25th August 2018.
6. Research grant from University Grant Commission (UGC), (Bangladesh) to conduct research on "UML and source-based test case regeneration" for the year 2015-2016.
7. Travel grant from NEC C&C foundation, Japan to participate in 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Florence, Italy May 2014.
8. Graduate Research Program (GRP) scholarship for Ph.D in Japan from 2012-2015.
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