Faculty Member Profile

Dr. Md Manjur Ahmed
Assistant Professor & Chairman
Computer Science & Engineering
Ph.D.
01851924944
manjur_39@yahoo.com

Data Stream clustering and classification, Fuzzy Information Granule, Imbalance and Incomplete information, Computational Intelligence and Its Application.
Present Research:
1. Real time estimation and decision using a new evolving data stream classification system: Case studies on diabetes or any medical streaming data
2. Online Data Stream Processing (using fuzzy or other technique).
3. Imbalanced and Incomplete information processing.
4. Fuzzy intelligent systems
5. Real time students/users behavior profiling streaming data
Teaching and Learning Experience
• Achieved certificate of excellence towards teaching and learning, Academic Session 2017/2018 and 2016/2017, Universiti Malaysia Pahang (UMP).
• Expert in Object Based Education (OBE) and integrated Cumulative Grade Point Average ( iCGPA)
• Open Courseware (OCW) Coordinator, UMP. http://ocw.ump.edu.my/course/view.php?id=182
• Course Instructor of UMP Global Classroom.
• Course Coordinator of Muscat College, Oman.

A. Previous Research  Experience 

  • Research Assistant: October 2015 to July 2016
                   Supervised by: Professor Dr. Nor Ashidi Mat Isa
                                            School of Electrical and Electronic Engineering,
                        University Sains Malaysia (USM), Malaysia.
  • Research Assistant: May 2012 to September 2012 (After that PhD Scholarship)
                    Supervised by: Professor Dr. Nor Ashidi Mat Isa
                                             School of Electrical and Electronic Engineering,
                         University Sains Malaysia (USM), Malaysia.
  • Research Assistant: February 2010 to December 2011
                   Supervised by:  Assoc. Prof. Dr. Mohd Fareq Abd Malek
                         School of Electrical System Engineering,
                         University Malaysia Perlis (UniMAP), Malaysia
  • Publication:
    Google Scholar: https://scholar.google.com/citations?hl=en&user=s1dgSIwAAAAJ&view_op=list_works&sortby=pubdate

    Journal Articles:

    Year 2020
    1) Md Kamrul Islam, Md Manjur Ahmed, Kamal Zuhairi Zamli, Salman Mehbub. An Online Framework For Civil Unrest Prediction Using Tweet Stream Based On Tweet Weight And Event Diffusion. Journal of Information and Communication Technology, Vol. 19(1), 65-101, 2020.
    2) Submitted to Springer Applied Intelligence on 10 Nov’2020 : Fuzzy Adaptive Imputation Approach for Missing Information. Authors are Bohnishikha Halder, Md. Manjur Ahmed, Rahat Hossain Faisal, Nor Ashidi Mat Isa, Md. Mostafizur Rahman.   

    Year 2019
    1) H Tao, MZA Bhuiyan, MA Rahman, G Wang, T Wang, Md. Manjur Ahmed, J Li . Economic perspective analysis of protecting big data security and privacy. Future Generation Computer Systems, 98, 660-671, 2019.
    2) MK Islam, Md. Manjur Ahmed, KZ Zamli. A buffer-based online clustering for evolving data stream. Information Sciences, 489, 113-135, 2019.
    3) HHY Sa'ad, NAM Isa, Md. Manjur Ahmed. A Structural Evolving Approach for Fuzzy Systems. IEEE Transactions on Fuzzy Systems, 2019.
    4) Developing walking assistants for visually impaired people: A review. MM Islam, MS Sadi, KZ Zamli, MM Ahmed. IEEE Sensors Journal 19 (8), 2814-2828, 2019.
    5) Md Kamrul Islam, Md Manjur Ahmed, Kamal Zuhairi Zamli. i-CODAS: An Improved Online Data Stream Clustering in Arbitrary Shaped Clusters. Engineering Letters. 27. 752-762, 2019.

    Year 2018
    1) Md. Manjur Ahmed, M Kader, KZ Zamli .Comparative Study to Measure the Quality of Big Scholarly Data and Its Hypothetical Mapping Towards Granular Computing. Advanced Science Letters, 24 (10), 7810-7814, 2018.
    2) Hisham Haider, Nor Ashidi Mat Isa, Md. Manjur Ahmed. A Robust Structure Identification Method for Evolving Fuzzy System. Expert Systems with Applications, 93, 267-282. 2018. (IF: 3.92, Quartile 1 (Q1) in Computer Science Area)  

    Year 2017
    1) Md. Manjur Ahmed and Nor Ashidi Mat Isa (2017). Knowledge Base to Fuzzy Information Granule: A Review from the Interpretability-Accuracy Perspective. Applied Soft Computing, Vol. 33, pp. 183-196. (Impact Factor (IF): 3.54, Q1 Journal in Computer Science Area)

    Year 2015
    1. Md. Manjur Ahmed and Nor Ashidi Mat Isa (2015). Evolving output-context fuzzy system for effective rule base. Expert Systems with Applications.  No. 42, pp. 1972-1986. (IF: 3.92, Q1 in Computer Science Area)
    2) Md. Manjur Ahmed and Nor Ashidi Mat Isa (2015). Information granularity model for evolving context-based fuzzy system. Applied Soft Computing, Vol. 33, pp. 183-196. (IF: 3.54, Q1 in Computer Science Area)
    3) Md. Manjur Ahmed, A.S.N. Huda and Nor Ashidi Mat Isa (2015). Recursive construction of output-context fuzzy systems for the condition monitoring of electrical hotspots based on infrared thermography. Engineering Applications of Artificial Intelligence, Vol. 39, pp. 120-131. (IF: 2.89, Q1 in Computer Science Area)

    Year 2013
    1) M. Rahman, R. Badlishah Ahmad, Z.I.A. Khalib, A. Yahya, M. Mijanur Rahman, Md. Manjur Ahmed, N. Alee (2013). An embedded network traffic monitoring system for portable applications. Journal of Engineering and Applied Sciences, 8(1), pp. 130-137. (Scopus Sited)

    Year 2012
    1) Ee Meng Cheng, F. Malek, Manjur Ahmed, Kok Yeow You, Kim Yee Lee and Hassan Nornikman (2012). The use of dielectric mixture equations to analyze the dielectric properties of a mixture of rubber tire dust and rice husks in a microwave absorber. Progress In Electromagnetics Research, Vol. 129, pp. 559 – 578. (IF: 1.23, 2014. Q3 Journal)

    Book Chapter:

    K Mahmood, M Rahmah, MM Ahmed, MA Raza. Semantic Information Retrieval Systems Costing in Big Data Environment. In: Ghazali R., Nawi N., Deris M., Abawajy J. (eds) Recent Advances on Soft Computing and Data Mining, pp 192-201, SCDM 2020. Advances in Intelligent Systems and Computing (AIC) book series, vol 978. Springer, Cham.

    Conferences:
    1. Md Kamrul Islam, Md Manjur Ahmed, Kamal Zuhairi Zamli. Identifying the Pornographic Video on YouTube Using Vlog Stream. 2018 4th International Conference on Computing Communication and Automation (ICCCA), 2018.
    DOI: 10.1109/CCAA.2018.8777614
    2. Md. Manjur Ahmed and Nor Ashidi Mat Isa (2015). Semantic structural fuzzy system: evolving context in input-output domain. 5th Postgraduate Colloquium (EEPC), School of Electrical and Eletronic Engineering (USM), Harvard Suasana Hotel, Bedong, Kedah Darul Aman, Malaysia, 09-11 February. (Best paper award)
    3. Md. Manjur Ahmed and Nor Ashidi Mat Isa (2014). Structural fuzzy classification system, evolves and its engineering application. IEEE Region 10 Symposium, Kuala Lumpur 14-16 April.
    4. Md. Manjur Ahmed and Nor Ashidi Mat Isa (2013). Evolving context-base fuzzy system and uncertainty control of the consistence rule. 4th Postgraduate Colloquium (EEPC), School of Electrical and Eletronic Engineering (USM), Purnama Beach Resort, Pangkor, Perak Darul Ridzuan, Malaysia, 18-20 August.


    A. Background:
                  (1) PhD (Computational Intelligence), March, 2016.
                                          School of Electrical and Electronic Engineering,
                                          Universiti Sains Malaysia (USM).
                  (2) M.Sc. (Computer and Communication Engineering), February, 2012.
                                          Universiti Malaysia Perlis (UniMAP).
                  (3) B.Sc. Eng. in CSE, Khulna University of Engineering and Technology (KUET), Bangladesh, 2009.
    ................................................................................................

    B. Current Position: Dec 2018 to Present
          Assistant Professor,
          Department of Computer Science and Engineering, University of Barishal,
     ................................................................................................

    C. Previous Experience: 2016 (July) to 2018 (Dec)
    Senior Lecturer (Equivalence to Assist. Prof.),
    Faculty of Computer Systems and Software Engineering,
    Universiti Malaysia Pahang (UMP), Kuantan, Pahang Darul Makmur, Malaysia
    ................................................................................................

    D. Awards and Achievements
    • The winner for “SANGGAR SANJUNG AWARD 2018” for high impact journal publication (Hall of Fame Award), Universiti Sains Malaysia (USM). Award in 2019: RM 1500.
    • The winner of CENDEKIA BITARA 2017-JOURNAL PUBLICATION (Excellence among the staffs). Award in 2018: RM 2500.
    • The winner for “SANGGAR SANJUNG AWARD 2015” for high impact journal publication, Universiti Sains Malaysia (USM). Award in 2018: RM 2666.
    • Silver Medal in ITEX 2018, Malaysia (International Invention, Innovation & Technology Exhibition) entitled “A New Fuzzy Granular Technique for The Condition Monitoring of Electrical Hotspots Based on Infrared Thermography”.
    • Gold Medal in CITReX 2018, Universiti Malaysia Pahang (Creation, Innovation, Technology & Research Exposition) entitled “Development of a New Information Granule System for The Condition Monitoring of Electrical Hotspots Based on Infrared Thermography”.
    • Silver Medal in CITReX 2017, Universiti Malaysia Pahang (Creation, Innovation, Technology & Research Exposition) entitled “Design And Implement A Dynamic Learning Tool Based On Fuzzy Adaptive Approach”.
    • Bronze Medal in CITReX 2017, Universiti Malaysia Pahang (Creation, Innovation, Technology & Research Exposition) entitled “Online Attendance System using QR Code (OAS)”.
    • Best paper award in 5th Postgraduate Colloquium (EEPC 2015), School of Electrical and Eletronic Engineering (USM).
    • PhD Scholarship, Commonwealth Scholarship and Fellowship Plan (CSFP), 2012-2015, Minister of Higher Education (MOHE), Malaysia.
    • Merit Scholarship from KUET (2004-08, in whole BSc candidature) for 1st class result.
    ................................................................................................
    E. Professional Member
    • Technical committee member, 9th International Conference on Software and Computer Applications (ICSCA 2020), Langkawi, Malaysia, February 18-21, 2020.
    • Chair, Technical committee, National Conference for Postgraduate Research (NCON-PGR), Universiti Malaysia Pahang (UMP), August 27-29, 2018.
    • TPC (Technical committee). International Conference on Software & Computer Applications (ICSCA). Malaysia, 19-21 February, 2019.
    • TPC (Technical committee). International Conference on Software & Computer Applications (ICSCA). Malaysia, 08-10 February, 2018.
    • TPC (Technical committee), 5th International Conference on Software Engineering & Computer Systems (ICSECS). Langkawi Island, Malaysia, 22-24 November, 2017.
    • Session chair of 5th Postgraduate Colloquium (EEPC 2015), School of Electrical and Electronic Engineering (USM).
    • Session chair of International Postgraduate Conference on Engineering (IPCE), 2011.
    • Session co-chair of International Postgraduate Conference on Engineering (IPCE), 2010.
    ................................................................................................
    F. Postgraduate Supervision
    (1) PhD Students:
    Completed:
    o As Co-supervisor, Dr. Hisham Haider (Completed PhD in 2018), Universiti Sains Malaysia (USM).
    Current:
    o Field Supervisor, Khalid Mahmood (has joined as PhD student in 2019), Universiti Malaysia Pahang (UMP).
    (2) Masters Students:
    Completed:
    o Supervisor, Md. Kamrul Islam (Completed in 2019), Universiti Malaysia Pahang (UMP).
    ................................................................................................
    G. Research Projects
    (1) Current:
    Intelligent learning to serious game for fire evacuation training in Bangladesh. University Grant Commission, 2019-2020. Amount: BDT 1,00,000.
    (2) Leader and Finished:
    Development of new fuzzy classification systems for the condition monitoring of electrical hotspots based on infrared thermography. Research and Development Unit (RDU) grant, UMP, 2017 (Ref: RDU170395). Amount: RM 22,000.
    (3) Accepted as Project Leader (Now as a Member or handover to other)
    1. Bipartite Fuzzy Granular Model for an Intelligent System: New Concepts of Pseudo-Dynamic Constraint and Context Mapping. Fundamental Research Grant Scheme (FRGS), Ministry of Higher Education. Accepted (October, 2018). Amount: RM 64,000.
    2. EFTI: An enhancement of fuzzy term identification. Recommended for the Research and Development Unit (RDU) grant, UMP, 2018 (Ref.: RDU180362). Amount: RM 24200.
    Member:
    3. A Reinforcement Learning Sine Cosine based Strategy for Combinatorial Test Suite Generation (Ref: FRGS/1/2017/ICT02/UMP/01/1). Fundamental Research Grant Scheme (FRGS), Ministry of Higher Education. Amount: RM 59,000.
    4. A new Formulation of deep learning models for fast and accurate early-stage Alzheimer's detection system. Fundamental Research Grant Scheme (FRGS), Ministry of Higher Education. Accepted (October, 2018). Amount: RM 58,000.
    5. A new segmentation method in image processing of medical images for automated lung cancer diagnosis. Research and Development Unit (RDU) grant, UMP, 2017 (Ref.: RDU170397). Amount RM 20,000.
    6. Palm oil supply chain traceability: exploiting TV white space. Research and Development Unit (RDU) grant, UMP, 2018 (Ref.: RDU180341). Amount RM 24,300.
    7. An automatic researcher profiling system using a supervised machine learning based approach. Research and Development Unit (RDU) grant, UMP, 2018 (Ref.: RDU180359). Amount RM 22,200.
    8. Modern fuzzy min-max neural network for pattern classification. Research and Development Unit (RDU) grant, UMP, 2018 (Ref.: RDU180369). Amount RM 35,700.
    ................................................................................................
    H. Contribution to Society
    1) Social Work:
    • Member, Community Service on Innovation (CSI) entitled “Science and Technical Club in Secondary School”. UMP Strategy: Socio-economic and environmental sustainability, 2018.
    • Organizing Head, eRezeki (Earn an income from working online), 2016. Organized by Faculty of Computer Systems and Software Engineering, UMP, Malaysia.
    2) Seminars and Workshop:
    • Keynote Speaker, “Research Collaboration Seminar” in KUET. February 7, 2017.
    • Instructor of the workshop on “Scientific Paper writing”, Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang (UMP). April 19, 2017.
    3) Reviewer of Journals
    IEEE Transactions on Fuzzy Systems, Information Sciences, Expert System with Applications, Applied Soft Computing