Research Interest:
Data Stream clustering and classification, Fuzzy Information Granule, Imbalance and Incomplete information, Computational Intelligence and Its Application.
Research Impact:
Impact of Published Journals:Nine (9) Publications in Quartile 1 (Q1) Journals.Research Gate: https://www.researchgate.net/profile/Md_Manjur_Ahmed
Google Scholar: https://scholar.google.com/citations?hl=en&user=s1dgSIwAAAAJ&view_op=list_works&sortby=pubdate
Research Projects:
1. Member: 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. Member: 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.
3. Member: 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.
4. Member: EFTI: An enhancement of fuzzy term identification. Recommended for the Research and Development Unit (RDU) grant, UMP, 2018 (Ref.: RDU180362). Amount: RM 24200.
5. Member: 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. Member: Palm oil supply chain traceability: exploiting TV white space. Research and Development Unit (RDU) grant, UMP, 2018 (Ref.: RDU180341). Amount RM 24,300.
7. Member: 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. Member: Modern fuzzy min-max neural network for pattern classification. Research and Development Unit (RDU) grant, UMP, 2018 (Ref.: RDU180369). Amount RM 35,700.
Research Experience (Previous):
• 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 began)
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