Dey Samrat

66 Green Road· Department of CSE,Dhaka International University · (880) 18-23267937 · samrat.cse@diu-bd.net

Hi I'm Samrat Kumar Dey serving as an Assistant Professor in the Department of Computer Science and Engineering at Dhaka International University (DIU). I have completed my Bachelors and Masters in Computer Science and Engineering (CSE) from Patuakhali Science and Technology University (PSTU) and Military Institute of Science and Technology (MIST) respectively. My research interest mainly focuses on Data Science, Visual Data Analytics, Human-Computer Interaction (HCI), Usability and UX analysis, Machine Learning/Deep Learning and Network Security.

Experience

Assistant Professor

Department of Computer Science and Engineering

Dhaka International University

July 2019 - Present

Lecturer

Department of Computer Science and Engineering

Dhaka International University

July 2015 - June 2019

Android Application Developer Trainer

ICT Division of Bangladesh and EATL

National Mobile Application Trainer and Innovation Application Development Program-2015

February 2015 - May 2015

Education

Military Institute of Science and Technology (MIST),BUP

Masters of Computer Science and Engineering
Dissertation: Flow Based Anomaly Detection In Software Defined Networking: A Deep Learning Approach With Feature Selection Method

April 2016 - December 2018

Patuakhali Science and Technology University (PSTU)

Bachelors of Computer Science and Engineering
Dissertation: Complexity Measurement: A New Measure to Ensure Equal Distribution of Programming Problems

December 2010 - May 2015

Research Publication

Conference Publication

1. Samrat Kumar Dey, "RHM: Designing a Customized Health Model for the Union of Ramjibon" 2019 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), Dhaka, Bangladesh, 2019 (in press)

2. Kabid Hassan Shibly, Sazia Rahman, Samrat Kumar Dey, "Advanced Artistic Style Transfer Using Deep Neural Network," 2nd International Conference on Cyber Security and Computer Science (ICONCS 2020), Dhaka, Bangladesh, 2019 (in press) (Acceptance Rate: 21.35%)

3.Arpita Howlader, and Samrat Kumar Dey, "RP-DMAC: Receiver Pivotal Directional MAC with Multichannel for IoT Based WSN," 2nd International Conference on Cyber Security and Computer Science (ICONCS 2020), Dhaka, Bangladesh, 2019 (in press) (Acceptance Rate: 21.35%)

4. S. K. Dey, R. M. Rubayet Shamim, M. A. Islam and M. M. Rahman, "ParkEasy: An Embedded Model to Mitigate Car Parking Problems Using IoT Technology," 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), Dhaka, Bangladesh, 2019, pp. 1-7. doi:10.1109/ICASERT.2019.8934480

5. K. H. Shibly, S. Kumar Dey, M. A. Islam and S. Iftekhar Showrav, "Design and Development of Hand Gesture Based Virtual Mouse," 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), Dhaka, Bangladesh, 2019, pp. 1-5. doi: 10.1109/ICASERT.2019.8934612

6. Dey S.K., Raihan Uddin M., Mahbubur Rahman M. (2020) Performance Analysis of SDN-Based Intrusion Detection Model with Feature Selection Approach. In: Uddin M., Bansal J. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore

7. S. K. Dey, A. Hossain and M. M. Rahman, "Implementation of a Web Application to Predict Diabetes Disease: An Approach Using Machine Learning Algorithm," 2018 21st International Conference of Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2018, pp. 1-5.doi: 10.1109/ICCITECHN.2018.8631968

8. S. K. Dey, M. Sherajul Islam Bappy, M. Sabrina Biswas and S. Akter, "A Comparative Usability Experience Analysis of Card Sorting and Interactive Dialogue Model Design Technique," 2018 International Conference on Innovations in Science, Engineering and Technology (ICISET), Chittagong, Bangladesh, 2018, pp. 268-273.

9. S. K. Dey and M. M. Rahman, "Flow Based Anomaly Detection in Software Defined Networking: A Deep Learning Approach With Feature Selection Method," 2018 4th International Conference on Electrical Engineering and Information \& Communication Technology (iCEEiCT), Dhaka, Bangladesh, 2018, pp. 630-635.doi: 10.1109/CEEICT.2018.8628069

10. S. K. Dey, M. M. Rahman and M. R. Uddin, "Detection of Flow Based Anomaly in OpenFlow Controller: Machine Learning Approach in Software Defined Networking," 2018 4th International Conference on Electrical Engineering and Information \& Communication Technology (iCEEiCT), Dhaka, Bangladesh, 2018, pp. 416-421.doi: 10.1109/CEEICT.2018.8628105

11. S. K. Dey, M. R. Uddin, K. M. Kabir and M. M. Rahman, "Enhancing the security of cloud computing: Genetic algorithm and QR code approach," 2017 4th International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, Bangladesh, 2017, pp. 181-186. doi: 10.1109/ICAEE.2017.8255350

12. S. K. Dey, S. S. M. Tariq, M. S. Islam and G. M. M. Bashir, "Cognitive complexity: A model for distributing equivalent programming problems," 2017 International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox's Bazar, Bangladesh, 2017, pp. 831-837.doi: 10.1109/ECACE.2017.7913018

13. Dey, S.K.; Bashir, G.M.M,; Tariq, S.S.M.; Islam, M.S. On 8th International Conference on Electrical and Computer Engineering (ICECE 2014, 20-22nd December) “Complexity Measurement: A New Approach to Ensure Equal Distribution of Programming Problems for Evaluation”. ISBN: 978-1- 4799-4820-8, DOI:10.1109/ICEEICT.2014.6919052, Page: 780-783

Journal Publication

1. Dey, S.K., Rahman, M.M., Siddiqi, U.R. and Howlader, A. (2020), Analyzing the Epidemiological Outbreak of COVID-19: A Visual Exploratory Data Analysis (EDA) Approach. J Med Virol. Accepted Author Manuscript. doi:10.1002/jmv.25743

2. Dey, S.K.; Rahman, M.M. Effects of Machine Learning Approach in Flow-Based Anomaly Detection on Software-Defined Networking. Symmetry 2020, 12, 7.

3. Rahman, Md; Dey, Samrat; and, Shibly, Kabid. (2020). Advanced Single Image Resolution Upsurging Using A Generative Adversarial Network. Signal and Image Processing : An International Journal. 11. 51-60. 10.5121/sipij.2020.11105

4. Samrat Kumar Dey and Tamim Al Mahmud. Article: “Program Complexity Finder: A Tool for Finding Program Complexity in Terms of Cognitive Weight based on Complexity Measurement Algorithm”. International Journal of Computer Applications 131(8):41-47, December 2015. Published by Foundation of Computer Science (FCS), NY, USA. ISSN: 0975 - 8887,DOI: 10.5120/ijca2015907443

5. Sraboni Barua, Tamim Al Mahmud, Samrat Kumar Dey and Md. Motiur Rahman. “Future of Social Network with Collaboration of Cloud Computing and Brain Computer Interface”. International Journal of Computer Applications 145(14):34-37, July 2016. Published by Foundation of Computer Science (FCS), NY, USA.DOI: 10.5120/ijca2016910863

GRANTS and PROJECTS

MUJIB BORSHO IT CARNIVAL 2020

Convener
ICT Special Grants from the Ministry of Posts, Telecommunications and Information Technology, Government of Peoples Republic of Bangladesh

Dhaka, Bangladesh

ParkEsay: An Smartphone Based Approach to Mitigate Car Parking Problems Using IoT at Dhaka City

Principle Supervisor
ICT Innovation Fund from the Ministry of Posts, Telecommunications and Information Technology, Government of Peoples Republic of Bangladesh

Dhaka, Bangladesh

Study the Challenges and Opportunities of Mobile Health in Bangladesh: Regional Exposures and Health Consequences in Context to Bangladesh

Principle Supervisor
Research Grant Sanctioned by Dhaka International University Research Cell

Dhaka, Bangladesh

Skills

Programming Languages & Tools
Workflow
  • Mobile-First, Responsive Design
  • Cross Browser Testing & Debugging
  • Cross Functional Teams
  • Agile Development & Scrum

Interests

Apart from being a independent resercher, I enjoy most of my time being outdoors. In the winter, I am an avid skiier and novice ice climber. During the warmer months here in Bangladesh, I enjoy exploring mountain biking, free climbing, and sea seeing.

When forced indoors, I follow a number of sci-fi and fantasy genre movies and television shows, I am an aspiring chef, and I spend a large amount of my free time exploring the latest technolgy advancements in the front-end web development world.

Awards & Certifications

  • Best Project Supervisor Award
  • Champion at National Mobile Application Awareness Development and Training Program
  • 1st Place -Mentor- ESONANCE 2018 hosted by Islamic University of Technology
  • 1st Place - Mentor - IEEE DAY 2018 hosted by East West University
  • 1st Place - Mentor - BUP ICT Fest 2018
  • 2nd Place - Mentor - Fab Fest 2018 by University of Dhaka
  • 2nd Place - Mentor - International Telco Warfare 2018