Department of Computer Science and Engineering
Mr. Md. Reduanul Haque  Assistant Professor
Name :
Mr. Md. Reduanul Haque
Employee ID
710001627
Designation
Assistant Professor  
Department
Department of Computer Science and Engineering
Faculty
Faculty of Science and Information Technology
Personal Webpage
https://faculty.daffodilvarsity.edu.bd/profile/cse/reduanul.html
E-mail
reduan.cse@diu.edu.bd
Phone
Cell-Phone
+8801710571662

MSc. in CSE From Jahangirnagar University
BSc. in CSE From Jahangirnagar University

SL. Title/Topic Name of the Institute  From (Date) ------- To (Date)   Year
1. Workshop on “Machine Learning and AI” Dept. of CSE, DIU and Sigmind 5th – 6th May, 2018 2018
2. Seminar on “Philosophy of Project/Research Supervision: Towards achieving Goal-oriented supervision” Project/Internship Committee, Dept. of CSE, DIU 10th July, 2018 2018
1. Workshop on Participatory Engaging Technique HRDI, Daffodil International University January 02, 2016 to January 10, 2016 2016
2. Object Oriented Programming in PHP (FrameWork: CI) Nerd Castle, Bangladesh October 2013 – November 2013 2013
3. Object Oriented Programming – ASP.NET(C#) Track BASIS, Bangladesh July 2013 – August 2013 2013
4. Software Engineering and Testing Bangladesh High Tech Park Authority 24 May 2014 – 8 June 2014 2014

Microprocessor and Assembly Language, Discrete Mathematics, Database Management System, Data Structure, Digital Image Processing, Object Oriented Programming etc.

Journals:

  1. M. R. Haque, R. Hafiz, A. A. Azad, Y. Adnan, S. A. Mishu and M. S. Uddin, “Identification of Criminal to Intervene Interpersonal Violence using Deep Convolutional Neural Network with Transfer Learning”, International Journal of Ambient Computing and Intelligence (IJCACI), 2021.
  2. R. Hafiz, M. R. Haque, A. Rakshit and M. S. Uddin, " Image-based Soft Drink Type Classification and Dietary Assessment System Using Deep Convolutional Neural Network with Transfer Learning," Journal of King Saud University - Engineering Sciences (JKSUES), 2020 [ELSEVIER].
  3. A. Khatun, M. R. Haque, R. Basri, and M. S. Uddin, “Single Image Dehazing: An Analysis on Generative Adversarial Network,” Journal of Computer and Communications, vol. 8, pp. 127-137, 2020.
  4. M. R. Haque, S. Jaman, M G. Saklayen, M. M. Khondoker, A. B. Siddik and M. S. Uddin, “Towards the Development of an Energy-Efficient Smart Home through IoT”, International Journal of Advanced Technology and Engineering Exploration, vol 6(58), pp. 208-216, 2019.
  5. Ahmed, T., Parvin, M.S., M.R. Haque, and M.S. Uddin, (2020) Lung Cancer Detection Using CT Image Based on 3D Convolutional Neural Network. Journal of Computer and Communications, 8, 35-42. https://doi.org/10.4236/jcc.2020.83004.
  6. Khatun, A., M.R. Haque, Basri, R. and Uddin, M.S. (2020) Single Image Dehazing: An Analysis on Generative Adversarial Network. Journal of Computer and Communications, 8, 127-137. https://doi.org/10.4236/jcc.2020.84010.
  7. LJ Rozario, M. R. Haque, MZ Islam, MS Uddin. Quantitative analysis of pca, ica, lda and svm in face recognition. International Journal of Computer and Information Engineering. 2014 Sep 3;8(9):1613-6.

 

Conferences:

  1. M. R. Haque, M. G. Azam, M. S. Hossain, S. M. Milon, M. S. Uddin, “Quantitative Analysis of deep CNNs using Digit Dataset”, 2nd International Conference on Trends in Computational and Cognitive Engineering (TCCE), 2021 [Springer].
  2. M. R. Haque, R. Hafiz, and M. S. Uddin, “Handwritten Indic Digit Recognition Using Deep Hybrid Capsule Network”, International Joint Conference on Advances in Computational Intelligence (IJCAI), 2020 [Springer].
  3. R. Basri, M. R. Haque, M. Akter and M. S. Uddin, “Bangla Handwritten Digit Recognition Using Deep Convolutional Neural Network”, Proceedings of the International Conference on Computing Advancements (ICCA), pp. 1-7, 2020 [ACM].
  4. M. S. Zulker, N. Kabir, H. M. Ali, M. R. Haque, M. Akter, and M. S. Uddin, “Sentiment Analysis Based on Users' Emotional Reactions about Ride-sharing Services on Facebook and Twitter”, International Joint Conference on Computational Intelligence (IJCCI), pp. 397-408, 2019 [Springer].
  5. M. S. Uddin, B. Gautam, A. Sarker, M. Akter, M. R. Haque, “Image-based automated haze removal using dark channel prior”, IEEE Region 10 Humanitarian Technology Conference, pp. 412-415, 2017 [IEEE].
  6. M. R. Haque, M. G. Moazzam, S. Islam, R. Das and M. S. Uddin, “Vehicle Speed Determination from Video Streams using Image Processing”, International Workshop on Computational Intelligence, pp. 252-255, 2016 [IEEE].
  7. T. Rahman, M. R. Haque and M. S. Uddin, “Gaussian Noise Reduction in Digital Images Using a Modified Fuzzy Filter”, International Conference on Computer and Information Technology, pp. 217-222, 2014 [IEEE].
  8. M.Z. Hasan, Zahan, N. Zeba,A. Khatun, M.R. Haque (2021) A Deep Learning-Based Approach for Potato Disease Classification. In: Uddin M.S., Bansal J.C. (eds) Computer Vision and Machine Learning in Agriculture. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-33-6424-0_8.

 

Book:

  1. M. S. Uddin, T. Rahman, M. R. Haque, “Information & Communication Technology (in Bangla) for class XI-XII”, Galaxy Publications, 2016.

Deep Learning
Image Processing
Data Mining
Machine Learning
Pattern Recognition

  1. Performance Award by World Bank and Bangladesh High-Tech Park Authority during “Software Engineering and Testing” training program in 2014.
  2. Recognition of Scholarly Publication in Reputed Indexed Journals by Division of Research, DIU in 2017, 2018 and 2020.
  3. Recognition of having participated in the workshop on “Faculty Training Experiences for Quality Enhancement of Teaching in higher Education” by Institutional Quality Assurance Cell, DIU in 2016.