Dr Ganesh Kumar

Dr Ganesh Kumar

  • Lecturer
Department of Data Science and Artificial Intelligence
Google Scholar ORCID Scopus ResearchGate Web of Science
SDGs Focus
Quality Education
Gender Equality
Industry, Innovation and Infrastructure
Sustainable Cities and Communities

Biography

Ganesh Kumar is currently working as a Lecturer at DCIS, School of Engineering and Technology, Sunway University Malaysia. Previously, he served as Graduate Assistant at Universiti Teknologi PETRONAS, and Lecturer at prestigious institutions in Karachi Pakistan. He has overall more than 10 years of teaching experience. He received his Ph.D. degree from Universiti Teknologi PETRONAS funded by Petronas and YUTP. He has authored and co-authored several journal and conference research papers. He is actively working on several projects with ReTAD Team funded by TETFund Nigeria and School of Data Science, UBD, Brunie. 

Academic & Professional Qualifications

  • Ph.D in Information Technology, Universiti Teknolgi PETRONAS
  • M.E in Computer and Information Engineering from Mehran UET, Pakistan
  • M.E in Computer Systems Engineering from Mehran UET, Pakistan

Research Interests

  • Natural language processing
  • Data Harmonization
  • IoMT
  • Blockchain

Teaching Areas

  • Software Engineering
  • Artificial Intelligence
  • Computer Science
  • Data Mining

Courses Taught

  • System Analysis and Design
  • Software Engineering
  • Data Mining
  • Data Visualization

Notable Publications

  1. Ganesh kumar, Shuib Basri, et al.”  A novel multidimensional reference model for semantic, lexical and syntactic word matching for heterogenous textual datasets” in IJACSA 2023 
  2. Ganesh kumar, Shuib Basri, et al.”  Data harmonization for heterogeneous datasets: a systematic literature review” Applied sciences 2021.
  3. Mamman, Hussaini, et al. "Software Requirement Risk Prediction Using Enhanced Fuzzy Induction Models." Electronics 12.18 (2023): 3805.
  4. BASRI, SHUIB, et al. "Empirical Analysis of Threshold Values for Rank-Based Filter Feature Selection Methods in Software Defect Prediction."(JESTECH),2022.
  5. Junaid, Sahalu Balarabe; Imam, Abdullahi Abubakar, Ganesh Kumar et al. “ Artificial Intelligence, Sensors and Vital Health Signs: A Review”  Applied Sciences, 2022.
  6. Junaid, Sahalu Balarabe; Imam, Abdullahi Abubakar, Ganesh Kumar et al. “Recent Advances in Artificial Intelligence and Wearable Sensors in Healthcare Delivery”  Applied Sciences, 2022.
  7. Junaid, Sahalu Balarabe; Imam, Abdullahi Abubakar, Ganesh Kumar et al. “Recent Advancements in Emerging Technologies for Healthcare Management Systems: A Survey ”  Healthcare, 2022.
  8. AbuSalim, Samah; Zakaria, Nordin; Ganesh kumar et al. “ Analysis of Deep Learning Techniques for Dental Informatics: A Systematic Literature Review”, healthcare, 2022.
  9. Balogun, Abdullateef Oluwagbemiga; Basri, Shuib; Capretz, Luiz Fernando; Ganesh Kumar et al.,” Software defect prediction using wrapper feature selection based on dynamic re-ranking strategy” Symmetry,2021.
  10. Balogun, Abdullateef Oluwagbemiga; Basri, Shuib; Capretz, Luiz Fernando; Ganesh Kumar et al.,” A novel rank aggregation-based hybrid multifilter wrapper feature selection method in software defect prediction” Computational intelligence and neuroscience Hindawi, 2021.
  11. Balogun, Abdullateef Oluwagbemiga; Basri, Shuib; Capretz, Luiz Fernando; Ganesh Kumar et al.,” An adaptive rank aggregation-based ensemble multi-filter feature selection method in software defect prediction”Entropy, 2021.
  12. Janisar, Aftab Alam; Afzal, Hammad; Kumar, Ganesh; “Identification of HATE speech tweets in Pashto language using Machine Learning techniques”,  International Journal of Advanced Trends in Computer Science and Engineering,2021.
  13. Balogun, Abdullateef Oluwagbemiga; Basri, Shuib; Capretz, Luiz Fernando; Ganesh Kumar et al.,” Empirical analysis of rank aggregation-based multi-filter feature selection methods in software defect prediction”, Electronics 2021.
  14. Ganesh kumar, Shuib Basri, et al. ”  Data harmonization for heterogeneous datasets: a conceptual model” Proceedings of the Computational Methods in Systems and Software, 2020.
  15. S. B. Basri, G. Kumar, F. F. Fahrurazi, P. Emieldza Balqis Azmi, A. O. Balogun and H. Mamman, "Current Trend of Software Requirement Engineering Process in IT Small and Medium Enterprises (SMEs)-A Systematic Literature Review," 2023 13th International Conference on Information Technology in Asia (CITA), Kota Samarahan, Malaysia, 2023, pp. 82-87, doi: 10.1109/CITA58204.2023.10262498.
  16. Alazzawi, Ammar K; Rais, Helmi Md; Ganesh Kumar et al. “ Recent t-way Test Generation Strategies Based on Optimization Algorithms: An Orchestrated Survey” International Conference on Artificial Intelligence for Smart Community: AISC 2020, 17–18 December, Universiti Teknologi Petronas, Malaysia (Online 2022).
  17. Imam, Abdullahi Abubakar; Basri, Shuib; Ganesh Kumar et al. “ NoInjection: Preventing Unsafe Queries on NoSQL-Document-model Databases”,  2022 2nd International Conference on Computing and Information Technology (ICCIT), KSA
  18. Balogun, Abdullateef Oluwagbemiga; Basri, Shuib; Capretz, Luiz Fernando; Ganesh Kumar et al.”  Rank aggregation based multi-filter feature selection method for software defect prediction”, Advances in Cyber Security: Second International Conference, ACeS 2020, Penang, Malaysia, December 8-9, 2020. 
  19. Ganesh Kumar, BS Chowdhry, Pardeep Kumar, et al. “ Implementation of Genetic Algorithm for NADRA MRV” presented in “International Conference on Network Security Communication Engineering and E-Learning for Development” on 3rd august 2018, Kathmandu, Nepal.
  20. Areez Khalil, Ahmed Muddassir Khan,Ganesh Kumar , et al. “40Gbps DQPSK Transmission for High Data Rate Energy Efficient Next-Generation Passive Optical Network (NG-PON)” presented in International Conference on Innovations in Electrical Engineering and Computational Technologies (ICIEECT), 5th – 7 th April 2017, Karachi.
  21. Areez Khalil, Ahmed Muddassir Khan, Ganesh Kumar , et al. “ Study and Implementation of Passive Optical Network for Next Generation Solution,” Indus Journal of Computing & Communication Technology (IJCCT), Vol. 1, 2017.
  22. Ganesh kumar, Shuib Basri, et al. et al."Ensembled Balanced Nested Dichotomy Fuzzy Induction Models for Software Requirement Risk Prediction" in Computer Modeling in Engineering & Sciences 2023 (Accepted)
  23. Ganesh kumar, Shuib Basri, et al. “Sentiment Polarities Detection From Large Heterogeneous Textual Datasets Using Natural Language Processing” in ICASE2023, Malaysia (Accepted)
  24. Hussaini Maman, Shuib Basri et al. “Search-based Fairness Testing: An Overview”, in ICOCO 2023 
     

Achievements & Accolades

  • Technical Assistant in Penjana (KPT and CAPE UTP) 2021-2022
  • Technical Assistant in Remote Treatment, Awareness and Diagnosis (ReTAD) Funded by TETFund Nigeria. 2021- Present
     

Professional Associations

  • Registered Engineer with Pakistan Engineering Council PEC# COMP/9650 (2012- Lifetime)
  • Professional Member (MIAER) with IAER Membership#17702 (2021-Lifetime)