Publications

2022

  • Sayed Reza, Alan Barrera, Michael Johnson, Amanda Barany, Omar Badreddin, Justice Walker. Social and Cultural Relevance: A Design Principle For the Next Generation of Data Science-based Computer Science Education. 2023 American Educational Research Association (AERA) Annual Meeting, 2023
    [ PRE-PRINT PDF ]
  • Justice Walker, Alan Barrera, Sayed Reza, Amanda Barany, Omar Badreddin, and Michael Johnson. Coding Like a Data Miner: Stakeholder Reflections about Approaches to High School Data Science Computing Curriculum CoDesign. ISLS Annual Meeting 2023.
  • Amanda Barany, Sayed Reza, Michael Johnson, Alan Barrera, Omar Badreddin, Crystal Fuentes and Justice Toshiba Walker. Towards the Design of a Culturally Relevant Curriculum for Equitable, Data Mining-based CS Education. ISLS Annual Meeting 2023.
  • Sayed Mohsin Reza, Saif Uddin Mahmud, Omar Badreddin. G-Issue: Analyzing Lifetime and evolution of Issue-related Artifacts from Open Source Repositories, 2022
    [ PRE-PRINT PDF ]
  • Saif Uddin Mahmud, Sayed Mohsin Reza, Khandoker Rahad, Omar Badreddin. Recent Trends of Machine Learning Algorithms on Code Smell Detection: A Systematic Literature Review. Accepted for publication in the Journal of Software Practice and Experience, 2022
    [ PRE-PRINT PDF ]
  • Reza, Sayed Mohsin; Mahmud, Saif Uddin; Rahad, Khandoker; Badreddin, Omar (2022), “CSIQ: A Synthesized Dataset of Code Smells, Issues and Quality related Artifacts from Open Source Repositories”, Mendeley Data, DOI: 10.17632/77p6rzb73n
    [ DOI ]

2021

  • Sayed Mohsin Reza, Md Al Masum Bhuiyan, Nishat Tasnim. A convolution neural network with encoder-decoder applied to the study of Bengali letters classification[J]. Big Data and Information Analytics, 2021, 6: 41-55. doi: 10.3934/bdia.2021004
    [ PDF ] [ DOI ] [ LINK ]
  • K. Rahad, O. Badreddin, and S. Reza, “The Human in MDE Loop: A Case Study on Integrating Handwritten Code in Model-Driven Engineering Repositories” Accepted for publication at the Journal of Software Practice and Experience, 2021.
    [ PDF ] [ DOI ] [ Wiley Library ]
  • Rahad, K.; Badreddin, O. and Reza, S. (2021). Characterization of Software Design and Collaborative Modeling in Open Source Projects. In Proceedings of the 9th International Conference on Model-Driven Engineering and Software Development – Volume 1: MODELSWARD, ISBN 978-989-758-487-9, pages 254-261. DOI: 10.5220/0010266802540261
    [ PDF ][ DOI ] [ MODELSWARD Link ]

2020

  • Reza, Sayed Mohsin; Badreddin, Omar (2020), “Software Quality and Code Metrics Dataset ”, Mendeley Data, V1, DOI: 10.17632/77p6rzb73n.1
    [ DOI ]
  • Sayed Mohsin Reza, Omar Badreddin, and Khandoker Rahad. ModelMine: A Tool to Facilitate Mining Models from Open Source Repositories. In 2020 ACM/IEEE 23rdInternational Conference on Model Driven Engineering Languages and Systems(MODELS). ACM, 2020
    [ PDF ] [ DOI ] [ Presentation ] [ GrowKudos Link ]
  • Sayed Moshin Reza, Md. Mahfujur Rahman, Hasnat Parvez, OmarBadreddin, and Shamim Al Mamun. Performance Analysis of Machine Learning Approaches in Software Complexity Prediction. In 2020 International Conference on Trends in Computational and Cognitive Engineering (TCCE), Springer, 2020.
    [ PDF ][ Springer Link ] [ Presentation Video ] [ Presentation PPT ]

2018

  • Transue, S., Reza, S.M., Halbower, A.C. and Choi, M.H., 2018, March. Behavioral analysis of turbulent exhale flows. In 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) (pp. 42-45). IEEE. [ ** Best Paper Award ** ]
    [ PDF ] [ YouTube ] [ YouTube2 ] [ Best Paper Award ]

2017

  • [Journal Publications] Parvez, M. H., Khatun, M. M., Reza, S. M., Rahman, M. M. and Patwary, M. F. K. (2017) “Prediction of Potential Future IT Personnel in Bangladesh using Machine Learning Classifier”, Global Disclosure of Economics and Business, 6(1), pp. 7-18. DOI: 10.18034/gdeb.v6i1.112.
    [ PDF ] [ DOI ]

2016

  • Mohsin, S. (2016). Activity-based New Technique of Effort & Cost Estimation using Functional Measurement Type for Web Application. Masters Thesis, Jahangirnagar University. https://doi.org/10.13140/RG.2.2.34177.68965
    [ DOI ]
  • Paul, M.C., Sarkar, S., Rahman, M.M., Reza, S.M., and Kaiser, M.S., 2016, January. Low cost and portable patient monitoring system for e-Health services in Bangladesh. In 2016 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-4). IEEE.
    [ PDF ] [ IEEE Link ]
  • Rahman, S., Sharma, T., Reza, S.M., Rahman, M.M., and Kaiser, M.S., 2016, December. PSO-NF based vertical handoff decision for ubiquitous heterogeneous wireless network (UHWN). In 2016 International Workshop on Computational Intelligence (IWCI) (pp. 153-158). IEEE.
    [ PDF ] [ IEEE ]

2015

  • Reza, S.M., Rahman, M.M., Parvez, M.H., Kaiser, M.S., and Al Mamun, S., 2015, May. Innovative approach in web application effort & cost estimation using functional measurement type. In 2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) (pp. 1-7). IEEE.
    [ PDF ] [ IEEE ]

2014

  • [Journal Publications] Sayed Mohsin Reza, Md. Mahfujur Rahman, Shamim Al Mamun, and M Manjur Mahmud, A New Approach of Big Data collaboration for Road Traffic Networks considering Path Loss Analysis in context of Bangladesh. JU Journal Of Information Technology (JUJIT), VOLUME 3, JUNE 2014.
    [ PDF ] [ IEEE ]
  • Reza, S.M., Rahman, M.M., and Al Mamun, S., 2014, April. A new approach for road networks – A vehicle XML device collaboration with big data. In 2014 International Conference on Electrical Engineering and Information & Communication Technology (pp. 1-5). IEEE.
    [ PDF ] [ IEEE ]

2013

  • Sayed Mohsin Reza and Khandoker Abdul Rahad, A Study on Network Security Services with Cryptography and an Implementation of Vigenere-Multiplicative Cipher. Proceedings of the Workshop on Information and Communication Technology, IUT, Dhaka, Bangladesh, October 2013.
    [ PDF ]