RESEARCH and publications DETAILS

Research Interests

Algorithmic Complexity Analysis, Machine Learning, Recommendation System Design, Cyber Security, Frequent Pattern Mining, Information Retrieval and Visualization, and Augmented Reality.

Research Grants Received

• April 2022 – June 2022

  • Advisor, Project Title: Acastry: An AI-based System to Develop Collaboration between Academia and Industry, Researcher Connect Grant from the British Council, Minimum Budget: 4,70,000 BDT.

• January 2022

  • Member, Project Title: Smart Fish Observatory and Census System, ICT Division of Bangladesh government.

• Sep 2019 – Till Date

  • Project Member, Project Title: Machine Learning-based Healthcare Analytics; Chittagong University of Engineering & Technology, Directorate of Research & Extension Project, Budget Approved: BDT 3, 53,000 BDT.

• Sep 2019 – Till Date

  • Project Member, Project Title: Development of COJ: CUET Online Judge; Chittagong University of Engineering & Technology, Directorate of Research & Extension Project, Budget Approved: BDT 3,50,000 BDT.

Book/Book Chapters

• [B7] Hossain, Md & Mondal, Snaholata & Ali, Rahma Simin & Mohammad, Hasan, “Optimizing Complexity of Quick Sort” in Communications in Computer and Information Science (CCIS), Springer Nature Switzerland, 2020, p. 329-339.

• [B6] Ahammad, Tanzin & Hasan, Mahedi & Mohammad, Hasan & Hossain, Md & Hoque, Ariful, “A New Approach to Solve Job Sequencing Problem using Dynamic Programming with Reduced Time Complexity” in Communications in Computer and Information Science (CCIS), Springer Nature Switzerland, 2020, p. 317-328.

• [B5] B. R. Chowdhury, M. S. Hossain, A. Ahmad, M. Hasan and M. Al-Hasan, “A New Approach to Solve Quadratic Equation Using Genetic Algorithm” in Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), Springer Verlag, Germany, 2020, p. 192-204.

• [B4] M. S. Hossain, M. Robaitul, I. Bhuiyan, S. Islam, and M. Al-Hasan, “Facilitating Hard-to-Defeat Car AI using Flood-fill Algorithm,” in Advances in Computing and Intelligent Systems, Springer Singapore, 2019, p. 541-553.

• [B3] S. Salam Aonty, M. S. Hossain, S. Dutta, and M. Robaitul Islam Bhuiyan, “Efficient Graph Search Algorithm using Minimum Spanning tree based on Clustering,” in Advances in Computing and Intelligent Systems, Springer Singapore, 2019, presented.

• [B2] M. S. Hossain and M. S. Arefin, “An Intelligent System to Generate Possible Job List for Freelancers,” in Advances in Computing and Intelligent Systems, 1st ed., H. Sharma, K. Govindan, R. C. Poonia, S. Kumar, and M. E.-M. Wael, Eds. Springer Singapore, 2019, p. 311-325.

• [B1] M. F. Abrar, M. D. R. Islam, M. S. Hossain, M. M. Islam, and M. A. Kabir, “Augmented Reality in Education: A Study on Preschool Children, Parents, and Teachers in Bangladesh,” in Virtual, Augmented and Mixed Reality. Applications and Case Studies. HCII 2019. Lecture Notes in Computer Science, LNCS., vol. 11575, J. Y. C. Chen and G. Fragomeni, Eds. Springer Nature, 2019, pp. 217–229.

Journals (published, in press, or accepted)

• [J17] Opu, M.N.I., Islam, M.R., Kabir, M.A., Hossain, M.S. and Islam, M.M., 2021. Learn2Write: Augmented Reality and Machine Learning-Based Mobile App to Learn Writing. Computers, 11(1), p.4.

• [J16] Rahman, Z., Hossain, M.S., Islam, M.R., Hasan, M.M. and Hridhee, R.A., 2021. An approach for multiclass skin lesion classification based on ensemble learning. Informatics in Medicine Unlocked, 25, p.100659.

• [J15] Jany Arman, M.R., Hossain, M.M. and Hossain, M.S., 2022. Fish Classification Using Saliency Detection Depending on Shape and Texture. Computación y Sistemas, 26(1).

• [J14] Islam, M.R., Moni, M.A., Islam, M.M., Rashed-Al-Mahfuz, M., Islam, M.S., Hasan, M.K., Hossain, M.S., Ahmad, M., Uddin, S., Azad, A. and Alyami, S.A., 2021. Emotion recognition from EEG signal focusing on deep learning and shallow learning techniques. IEEE Access, 9, pp.94601-94624

• [J13] Iffath, F., Kayes, A.S.M., Rahman, M., Ferdows, J., Arefin, M.S. and Hossain, M., 2021. Online Judging Platform Utilizing Dynamic Plagiarism Detection Facilities. Computers, 10(4), p.47.

• [J12] Das, A., Amin, S., Kabir, M.A., Hossain, S. and Islam, M.M.M., 2021. FoodCalorie: A Mobile Game to Learn Daily Calorie Intake Standard. International Journal of Game-Based Learning (IJGBL), 11(2), pp.61-81.

• [J11] Chowdhury, I., Moeid, A., Hoque, E., Kabir, M.A., Hossain, M.S. and Islam, M.M., Designing and evaluating multimodal interactions for facilitating visual analysis with dashboards. IEEE Access, 9, pp.60-71, 2020.

• [J10] M. Hasan, A.S.M. Miah, M.M. Hossain, and M.S. Hossain. "LL-PMS8: A time efficient approach to solve planted motif search problem." Journal of King Saud University-Computer and Information Sciences, In Press.

• [J9] M. S. Hossain and M. S. Arefin, “Development of an Intelligent Job Recommender System for Freelancers using Client’s Feedback Classification and Association Rule Mining Techniques,” J. Software (JSW), vol. 14, no. 7, pp. 312–331, 2019.

• [J8] M. S. Hossain, S. S. Choudhury, S. M. A. I. Hayat, A. S. Tanim, M. N. Kabir, and M. M. Islam, “An Efficient Solution to Traveling Salesman Problem using Genetic Algorithm with a Modified Crossover Operator,” Emit. Int. J. Eng. Technol., vol. 7, no. 2, p. 1-13, 2019.

• [J7] U. Barua, M. S. Hossain, and M. S. Arefin, “Real Estate Recommendation Using Historical Data and Surrounding Environments,” Int. J. Inf. Eng. Electron. Business (IJIEEB), (IET INSPEC), vol. 11, no. 5, pp. 33-39, 2019.

• [J6] S.M. Taiser, M.T. Islam, M.K.H. Patwary, and M. S. Hossain “A Doctor Patient Portal for Effective Healthcare,” SISFORMA J. Inf. Syst., vol. 6, no. 1, pp. 1-6, 2019.

• [J5] M. S. Hossain, A. S. Tanim, N. Nawal, and S. Akter, “An Innovative Tour Recommendation System using Graph Algorithms,” J. Inf. Syst. Eng. Bus. Intell., vol. 5, no. 1, pp. 32–39, 2019.

• [J4] M. S. A. Forhad, M. S. Hossain, M. O. Rahman, M. M. Rahaman, M. M. Haque, and M. K. H. Patwary, “An Improved Fitness Function for Automated Cryptanalysis using Genetic Algorithm,” Indones. J. Electr. Eng. Comput. Sci., vol. 13, no. 02, pp. 643–648, 2019.

• [J3] M. O. Rahman, M. S. Hossain, T.-S. Junaid, M. S. A. Forhad, and M. K. Hossen, “Predicting Prices of Stock Market using Gated Recurrent Units (GRUs) Neural Networks,” Int. J. Comput. Sci. Netw. Secur. (Thomson Reuters), vol. 19, no. 1, pp. 213–222, 2019.

• [J2] M. S. A. Forhad, S. Riaz, M. S. Hossain, and M. Das, “An Improvement of Advanced Encryption Standard,” Int. J. Comput. Sci. Netw. Secur. (Thomson Reuters), vol. 18, no. 11, pp. 159–166, 2018.

• [J1] M. S. Hossain, N. Das, M. K. H. Patwary, and M. Al-Hasan, “Finding the Nearest Blood Donors using Dijkstra Algorithm,” SISFORMA J. Inf. Syst., vol. 5, no. 2, pp. 40–44, 2018.

Conference Papers (Published or Accepted)

• [C10] Rahman, Z., Hossain, M.S., Hasan, M. and Imteaj, A., 2021, October. An enhanced method of initial cluster center selection for K-means algorithm. In 2021 Innovations in Intelligent Systems and Applications Conference (ASYU) (pp. 1-6). IEEE

• [C9] Chowdhury, I., Moeid, A., Hoque, E., Kabir, M.A., Hossain, M.S. and Islam, M.M., 2020, September. MIVA: Multimodal Interactions for Facilitating Visual Analysis with Multiple Coordinated Views. In 2020 24th International Conference Information Visualisation (IV) (pp. 714-717). IEEE.

• [C8] M. S. Hossain, M. Zubair, M. O. Rahman, M. K. H. Patwary, and M. G. S. Rajib, “A Modified Naive Bayesian-based Spam Filter using Support Vector Machine,” in IEEE International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), Dhaka, Bangladesh., 2019, pp. 1–8.

• [C7] R. Bhowmick, M. I. S. B. Mobin, M. S. Hossain, M. K. Hossen, and A. S. Tanim, “An Approach for Improving the Complexity of Longest Common Subsequence Problems using Queue and Divide-and-Conquer Method,” in IEEE International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), Dhaka, Bangladesh., 2019, pp. 1–5.

• [C6] M. F. Abrar, M. S. Arefin, and M. S. Hossain, “A Framework for Analyzing Real-Time Tweets to Detect Terrorist Activities,” in IEEE International Conference on Electrical, Computer and Communication Engineering (ECCE-2019), Cox’s Bazar, Bangladesh., 2019, pp. 1–6.

• [C5] R. Rayan, M. S. Hossain, and Asaduzzaman, “Compression of Large-Scale Image Dataset using Principal Component Analysis and K-means Clustering,” in IEEE International Conference on Electrical, Computer and Communication Engineering (ECCE-2019), Cox’s Bazar, Bangladesh., 2019, pp. 1–6.

• [C4] D. Chakraborty, M. S. Hossain, and M. S. Arefin, “Demand Analysis of CSE Graduates of Different Universities in Job Markets,” in IEEE International Conference on Electrical, Computer and Communication Engineering (ECCE-2019), Cox’s Bazar, Bangladesh., 2019, pp. 1–6.

• [C3] M. Al-Hasan and M. S. Hossain, “Adapting SCRUM in Data Analytics Solution Development for Telecom Operators in Bangladesh,” in IEEE International Conference on Electrical, Computer and Communication Engineering (ECCE-2019), Cox’s Bazar, Bangladesh., 2019, pp. 1–5.

• [C2] M. O. Rahman, M. S. A. Forhad, M. S. Hossain, and M. H. Rahman, “An Empirical Framework for Spatial Diseases Analysis and Patient Care Recommendation,” in 5th International Conference on Natural Science and Technology (ICNST-2018), Chittagong, Bangladesh., 2018, pp. 114–118.

• [C1] A. Iqbal, M. S. Hossain, and A. E. Harun, “Airline Scheduling with Max Flow algorithm,” in 5th International Conference on Natural Science and Technology (ICNST-2018), Chittagong, Bangladesh, 2018, pp. 129–131.

Thesis Supervision

• 2023

  • Arif Mohammad Asfe, Undergraduate, Principal-Supervisor, Thesis Topic: Customer Churn Prediction in The E-commerce Industry using Deep Learning Approach, Completed up to proposal.

  • Arnab Chakraborty, Undergraduate, Principal-Supervisor, Thesis Topic: Deep Learning Based Suspicious Behavior Detection System, Completed up to proposal.

  • Md. Al-Amin Khan, Undergraduate, Principal-Supervisor, Thesis Topic: Quality Prediction of Textile Chemicals Using Machine Learning Models, Completed up to proposal.

  • Saikat Chowdhury, Undergraduate, Principal-Supervisor, Thesis Topic: Detecting Suicidal Intentions through Analysis of Social Media Content, Completed up to proposal.

• 2022

  • Ayesha Naznin, Undergraduate, Principal-Supervisor, Thesis Topic: A Deep Learning-Based Approach for Video Evaluation of Physical Rehabilitation Exercises, Completed.

  • Nahid Hossain, Undergraduate, Principal-Supervisor, A Technical Interview Questions Recommender System for IT Job Preparation, Completed.

  • Sudipta Chowdhury, Undergraduate, Principal-Supervisor, Thesis Topic: Development of an AR-based online shopping system for wearable products, Completed.

• 2021

  • Ashis Pondit, Undergraduate, Principal-Supervisor, Thesis Topic: Development of an Automated Response Generation System to Standard Job Requirement, Completed.

  • Rakibul Islam, Undergraduate, Principal-Supervisor, Thesis Topic: E-bot: Development of Bangla E-commerce Based Chatbot Using Deep Learning, Completed.

  • Shibbir Ahmed, Undergraduate, Principal-Supervisor, Thesis Topic: Major Crop Yield Prediction Based on User Location Using Ensemble Model in Context of Bangladesh, Completed.

• 2020

  • Md. Ariful Islam, Undergraduate, Principal-Supervisor, Thesis Topic: Frequent Pattern Mining Algorithms, Ongoing.

  • Debobrato Sarker, Undergraduate, Principal-Supervisor, Thesis Topic: Soccer Result Prediction using Machine Learning, Completed.

• 2019

  • Mohammad Iqbal Hossain, Principal-Supervisor, Thesis Title: A Framework to Recommend Hotspot for Drivers to Get More Trips, Completed.

  • Md. Reyadus Salahin, Undergraduate, Principal-Supervisor, Thesis Title: A Suggestive System for Automated Response on Standard Conversations, Completed.

• 2018

  • Md. Rashed Alam, Undergraduate, Principal-Supervisor, Thesis Title: Mobile Usages Prediction and Recommendation Based on Available Packages, Completed.

  • Md. Fahim Abrar, Undergraduate, Co-Supervisor, Thesis Title: Developing a Framework for Analyzing Real-Time Tweets to Detect Terrorism, Completed.

• 2017

  • Prabal Krishna Saha, Undergraduate, Principal-Supervisor, Thesis Title: A University Recommender System for Admission Test Examinees, Completed.

  • Md. Mustafizur Rahman, Undergraduate, Co-Supervisor, Thesis Title: An Improved Fitness Function for Automated Cryptanalysis using Genetic Algorithm, Completed.

  • Md. Neamul Haque and Md. Ikramul Islam, Undergraduate, Co-Supervisor, An Interactive Framework for University Admission System, Completed.