Dr. Vinaykumar V N
Designation : Associate Professor
Department : Artificial Intelligence & Machine Learning
Specialization : Computer Science and Engineering
Areas of Interest :
- Image Processing
- Machine Learning
- Deep Learning
Professional Body Membership :
NIL
Awards / Recognition / Achievements :
- IEEE Conference Finance Chair
- IEEE Conference Session Chair
- BoE Member at MCE Hassan
- BoE Member at SSIT Tumakuru
Submission of Research Proposals :
| No. of R&D Proposals Submitted | No. of R&D Proposals Completed | No. of R&D Proposals Under Review |
|---|---|---|
| 07 | 05 | 02 |
Details of R&D Proposals :
-
GenAI-Powered Agricultural Suite
ANRF, Dept. of Bio-Technology, Govt. of India
Status: Accepted for Technical Evaluation
Role: Co-Principal Investigator -
National Center for AI-Powered STI Indicators
ANRF, DST, Govt. of India
Status: Under Review
Role: Co-Principal Investigator -
AI Habitant for Rural Development
ANRF, DST, Govt. of India
Status: Accepted for Technical Evaluation
Role: Co-Principal Investigator -
Smart Humanoid for Disability Management
AICTE RPS, DST
Status: Phase-II Review
Role: Co-Principal Investigator -
AI-Shield: Blockchain Secure AI Framework
MeitY, Govt. of India
Status: Under Review
Role: Co-Principal Investigator -
Center for Cyber Intelligence (CCI)
K-Tech Innovation Hub, Govt. of Karnataka
Status: Completed Phase-II Review
Role: Co-Principal Investigator
Publications (Journals – 07) :
- Segmentation of Brain Tumor from MRI using BOA-Based Transformer Journal of Artificial Intelligence and Technology, 2025 (Scopus Q2)
- Enhanced Diabetes Prediction using Skip-GRU Frontiers in Endocrinology, 2025 (SCI Q1)
- Coconut Disease Prediction using Neural Attention CNN International Journal of Environmental Sciences, 2025 (Scopus Q3)
- Dual Strategy Swarm Intelligence + Stacked LSTM for LULC IEEE JSTARS, 2025 (Q1)
- LSTM with Temporal Pyramid Pooling for LULC Scopus Q2, 2024
- Feature Extraction using Residual Attention for Crop Yield IJACSA, 2024 (Scopus Q3)
- Whale Optimization + Hybrid Deep Learning for LULC EURASIP Journal, 2023 (SCI Q2)
Conferences (05) :
- ICDCCS – 2025: Adaptive PPO for SDN Routing
- ICCCSMD – 2024: IoT Pothole Detection System
- AIKIIE – 2023: Apple Leaf Disease Detection
- ICCMSO – 2023: Cyberbullying Detection
- ICDSIS – 2022: Satellite Image Classification
Patents :
NIL
