UTP Scholars: Dr Ganesh Kumar
22-02-027
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P:60 5-368 7501
Email: ganesh.kumar@utp.edu.my
Note: Updated as of Quarter 1, 2026 (March)
- Senior Lecturer: Universiti Teknologi PETRONAS (2005-Present)
- Malaysia Node Coordinator: International Neuroinformatics Coordinating Facility (INCF) (2015-2019)
- Research Assistant, Schnitzer Lab: Stanford University (2006-2013)
- HRDC
- N/A
- N/A
- Generative AI (GenAI)
- Natural Language Processing (NLP)
- Deep Learning
- Intelligent Systems
- 2024, PhD, Information Technology by Universiti Teknologi PETRONAS
- 2015, Masters of Engineering, Computer information engineering by Mehran University of Engineering and Technology
- 2011, Bachelor of Engineering (BE), Computer systems engineering by Mehran University of Engineering and Technology
Imam, Abdullahi Abubakar and Junaidu, Sahalu Balarabe and Mamman, Hussaini and Kumar, Ganesh and Balogun, Abdullateef Oluwagbemiga and Khowaja, Sunder Ali and Basri, Shuib and Capretz, Luiz Fernando and Husaini, Asmah and Rahman, Hanif Abdul and Ali, Usman and Conteh, Fatoumatta (2026) DeepClassifier: A Data Sampling-Based Hybrid BiLSTM-BiGRU Neural Network for Enhanced Type 2 Diabetes Prediction. CMES - Computer Modeling in Engineering and Sciences, 146 (3). ISSN 15261492
Conteh, Fatoumatta and Imam, Abdullahi Abubakar and Kumar, Ganesh and Lai, Daphne Teck Ching and Apong, Rosyzie Anna and Capretz, Luiz Fernando (2026) Lossless Compression and Data Transformation Techniques on QR Code Binary Bit Stream. IEEE Access, 14. 37649 - 37667. ISSN 21693536
Vavekanand, Raja and Kumar, Teerath and Kumar, Sanjai and Kumar, Ganesh and Laghari, Asif Ali (2026) Multimodal Machine Learning Approaches in Predictive Healthcare Analytics: A Comprehensive Survey. Archives of Computational Methods in Engineering. ISSN 11343060
Kumar, Ganesh and Alharbi, Lubna and Imam, Abdullahi Abubakar and Basri, Shuib and Hassan, Mohammad Hilmi (2025) Cardiovascular Diseases Prediction Using Advanced Machine Learning Algorithms on Cleveland Dataset. Lecture Notes in Electrical Engineering, 1417 L. 390 - 404. ISSN 18761100
Maheshwari, Vikash Chander and Kumar, Ganesh and Osman, Nurul Aida and Singh, Ranjit and Imam, Abdullahi Abubakar and Hoong, Angela Lee Siew and Hajjami, Salma El (2025) Dynamic Fraud Detection in E-banking: A Case Study on Ethereum Networks Using Machine Learning Enhanced by Blockchain. Lecture Notes in Electrical Engineering, 1417 L. 653 - 668. ISSN 18761100
Kalid, Khairul Shafee and Sugathan, Savita K. and Naji, Gehad Mohamed Ahmed and Kumar, Ganesh (2025) Future implications, opportunities, and limitations in pandemic prediction. Elsevier, 203 - 229. ISBN 978-044333871-7; 978-044333872-4
Kumar, Ganesh and Singhal, Pooja and Aneja, Deepak and Gupta, Ritu and Imam, Abdullahi Abubakar (2025) NFT Innovation: Past the Fad. IGI Global, 153 - 170. ISBN 979-836938878-5; 979-836938876-1
Mamman, Hussaini and Basri, Shuib and Oluwagbemiga Balogun, Abdullateef and Rehman Gilal, Abdul and Abubakar Imam, Abdullahi and Kumar, Ganesh and Fernando Capretz, Luiz (2024) Beyond the Seeds: Fairness Testing via Counterfactual Analysis of Non-Seed Instances. IEEE Access, 12. 172879 - 172891. ISSN 21693536
Mamman, Hussaini and Basri, Shuib and Balogun, Abdullateef Oluwagbemiga and Imam, Abdullahi Abubakar and Kumar, Ganesh and Capretz, Luiz Fernando (2024) BiasTrap: Runtime Detection of Biased Prediction in Machine Learning Systems. Journal of Advanced Research in Applied Sciences and Engineering Technology, 40 (2). 127 - 139. ISSN 24621943
Mamman, Hussaini and Basri, Shuib and Balogun, Abdullateef Oluwagbemiga and Imam, Abdullahi Abubakar and Kumar, Ganesh and Capretz, Luiz Fernando (2024) Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning Decisions. Lecture Notes in Networks and Systems, 1119 L. 300 - 311. ISSN 23673370