A. Research Interest Data Stream clustering and classification, Fuzzy Information Granule, Imbalance and Incomplete information, Computational Intelligence and Its Application.
B. Research Impact Impact of Published Journal Articles: Thirteen (13) Publications in Quartile 1 (Q1) Journals since 2015. Six (6) as corresponding author and Four (4) as first author from these 13 journals. https://www.researchgate.net/profile/Md_Manjur_Ahmed
Journal Articles and Book Chapters: Corresponding Author*
Year 2022 1) Sajal Debnath, Md Manjur Ahmed*, Samir B. Belhaouari, Toshiyuki Amagasa, and Md Mostafijur Rahman. Buffer-based Adaptive Fuzzy classifier. Accepted in Springer Applied Intelligence on 31 August, 2022. (JCR Impact Factor (2021): 5.086, Q1 Journal in Computer Science Area) 2) Wang Xiaolan, Md Manjur Ahmed*, Mohd Nizam Husen, Zhao Qian, Samir B. Belhaouari. Evolving Anomaly Detection for Network Streaming Data. Information Sciences (Accepted on June, 2022. (JCR Impact Factor (2021): 8.233, Q1 Journal in Computer Science Area)
Year 2021 1) Bohnishikha Halder, Md Manjur Ahmed*, Toshiyuki Amagasa, Nor Ashidi Mat Isa, Rahat Hossain Faisal, Md. Mostafijur Rahman (2021). Missing information in imbalanced data stream: Fuzzy adaptive imputation approach. Springer Applied Intelligence ( https://doi.org/10.1007/s10489-021-02741-4 ). (JCR Impact Factor (2020): 5.086, Q1 Journal in Computer Science Area). 2) WenHao Chen, Md Manjur Ahmed*, Wan Isni Sofiah, Nader Ale Ebrahim and Tao Hai (2021). A Bibliometric Statistical Analysis of the Fuzzy Inference System - based Classifiers. IEEE Access, vol. 9, pp. 77811-77829. (JCR Impact Factor (2019): 3.745, Q1 Journal in Computer Science Area). 3) Sathi Rani Pal, Md Manjur Ahmed*, K. M. Azharul Hasan, Rahat Hossain Faisal (2021). Adaptive decay and radius based evolving clustering approach for data Stream. Accepted for the Book Chapter in a book series of Taylor & Francis (https://confbim.com/). International Conference on Big Data, IoT and Machine Learning (BIM 2021), September 23-25, 2021, Cox's Bazar, Bangladesh 4) Jakia Akter, Md Manjur Ahmed*, Md Samsuddoha. Online Clustering Technique with Adaptable Threshold and Radius for Evolving Data Stream. International Conference on Automation, Control and Mechatronics for Industry 4.0 (Co-sponsered by IEEE Bangladesh Section), 8-9 July 2021, Rajshahi, Bangladesh.
Year 2020 1) HHY Sa'ad, NAM Isa, Md. Manjur Ahmed. A Structural Evolving Approach for Fuzzy Systems. IEEE Transactions on Fuzzy Systems, vol. 28, no. 2, pp. 273-287, Feb. 2020. (JCR Impact Factor (2021): 12.029, Q1 Journal in Computer Science Area) 2) 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, January, 2020. (Scopus Indexed, SJR (2019): 0.33) 3) 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.
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, September, 2019. (JCR Impact Factor (2020): 6.125, Q1 Journal in Computer Science Area) 2) MK Islam, Md. Manjur Ahmed*, KZ Zamli. A buffer-based online clustering for evolving data stream. Information Sciences, 489, 113-135, July, 2019. (JCR Impact Factor (2020): 5.910, Q1 Journal in Computer Science Area) 3) MM Islam, MS Sadi, KZ Zamli, MM Ahmed*. Developing walking assistants for visually impaired people: A review. IEEE Sensors Journal 19 (8), 2814-2828, April, 2019. (JCR Impact Factor (2020): 3.78, Q1 Journal in Computer Science Area) 4) 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, November, 2019. (Scopus Indexed, SJR (2019): 0.24) 5) 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. 6) 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. (JCR Impact Factor (2020): 5.452, Q1 Journal in Computer Science Area)
Year 2018 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
Year 2017 1) Md. Manjur Ahmed and Nor Ashidi Mat Isa. Knowledge Base to Fuzzy Information Granule: A Review from the Interpretability-Accuracy Perspective. Applied Soft Computing, Vol. 33, pp. 183-196. May, 2017. (JCR Impact Factor (2020): 5.472, 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) 4) 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)
Year 2014 1) 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.
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) 2) 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.
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)
A) Additional Charge: System Analysts, March, 2020 to present, Office of IT and Networking, University of Barishal. B) Other/Previous Experience:
No.
Designation and Address
Date
1.
Researcher (short term visit), Center for Computational Sciences, University of Tsukuba, Japan
01-26 December, 2022
2.
Assistant Professor, Faculty of Computer Systems and Software Engineering. Universiti Malaysia Pahang (UMP), Lebuhraya Tun Razak, 26300 Gambang Kuantan, Pahang Darul Makmur, Malaysia
July 2016 to Dec 2018
C) 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.
D) Teaching and Learning Experience
Course Taught: Algorithm and Complexity, Computer Graphics, Operating Systems, Compiler Design, Computer Game Programming, Automata Theory, etc.
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 (Universiti Malaysia Pahang) Global Classroom, Year: 2016-2019.
Course Coordinator of Muscat College, Oman. Duration: 2017-2018.
E) Professional Experience
Project Leader for Developing Admission software (2021-2022) in R&D, CSE-BU.
Secretary: Technical Committee, Admission 2021-2022, University of Barishal.
Chairman: Duration: March'19 to March'2022, Dept. of CSE, University of Barishal.
Convener: Automation of the Office of Exam Controller, University of Barishal, Year 2021-2022.
Secretary (Member): Automation of the Library Management System, University of Barishal, Year 2021-2022.
F) 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.
G) 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).
H) Postgraduate Supervision
PhD Students: Completed: o As Co-supervisor, Dr. Hisham Haider (Completed PhD in 2018), Universiti Sains Malaysia (USM). Undergoing: o As Co-supervisor, Wang Xiaolan (PhD Thesis Submitted on Dec, 2022), Universiti Kuala lumpur (UniKL), Malaysia.
I) Research Projects i) Current Project as Leader: 1. Intelligent E-health Engine for Bangladesh: a new concept for dramatic improvement in the public health sector. . University Grant Commission, Bangladesh. Year: 2020-2021. 2. Real time estimation and decision using a new evolving data stream classification system: Case studies on diabetes or any medical streaming data, and real time students/users behavior profiling streaming data. Special Grant under the Ministry of Information and Communication, Bangladesh. Year 2020-2022. Amount: BDT 2,00,000. 3. Intelligent learning to serious game for fire evacuation training in Bangladesh. University Grant Commission, Bangladesh. Year: 2019-2020. Amount: BDT 1,00,000. ii) Current Project as Member: 1. A New Model of Network Streaming Data to Classify High Risk Objects for Cyber Threat Intelligence. RM 85,380. Year: 2021-2022. MyGrant, Ministry of Higher Education, Malaysia. iii) 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. iv) Accepted as Project Leader 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. v) Member: 1. 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. 2. 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. 3. 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.
J) 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 etc.
K) Previous Research Experience
Research Assistant: October 2015 to April 2016 Organization: School of Electrical and Electronic Engineering, University Sains Malaysia (USM), Malaysia.
Research Assistant: May 2012 to January 2013 Supervised by: Professor Dr. Nor Ashidi Mat Isa School of Electrical and Electronic Engineering, University Sains Malaysia (USM), Malaysia.
L) Teaching and Learning Experience
Course Taught: Algorithm and Complexity, Computer Graphics, Operating Systems, Compiler Design, Computer Game Programming, Automata Theory, etc.
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 (Universiti Malaysia Pahang) Global Classroom, Year: 2016-2019.
Course Coordinator of Muscat College, Oman. Duration: 2017-2018.
