Publications

Peer-reviewed conference papers, journal articles, book chapters, and preprints.

2026

Optimization of Latent-Space Compression Using Game-Theoretic Techniques for Transformer-Based Vector Search
Agrawal, Kushagra and Nargund, Nisharg and Banerjee, Oishani
Distributed Computing and Intelligent Technology, Springer, 2026
Conference Published
IndiSegNet: Real-time semantic segmentation for unstructured road scenes in intelligent transportation systems
Chakraborty, Pritam and Bandopadhyay, Anjan and Agrawal, Kushagra and Zhang, Jin and Leung, Man-Fai
Intelligent Systems with Applications, Vol. 200629, Elsevier, 2026
Journal Paper Published
From detection to decision: Applied AI and ML techniques in food quality monitoring and process optimization
Agrawal, Kushagra and Goktas, Polat and Kumar, Navneet
Artificial Intelligence in Food Science, pp. 555-570, Elsevier, 2026
Book Chapter Published
Novel agricultural techniques: an artificial intelligence and machine learning approach
Agrawal, Kushagra and Kumar, Navneet
Dietary, Sensory and Gastronomic Applications, pp. 39-61, Elsevier, 2026
Book Chapter Published

2025

Trust-Aware Game-Theoretic Allocation for Secure and Efficient IoT-Edge Systems
Agrawal, Kushagra and Banarjee, Oishani and Goktas, Polat
2025 First International Conference on Intelligent Computing and Systems at the Edge (ICEdge), pp. 1-7, IEEE, 2025
Conference Published
Methodological Framework for Equity-Focused Nutrition Recommendation System
Agrawal, Kushagra
IN Patent App. 202,531,001,573, Jan 2025
Patent Published
AI-Driven Transformation in Food Manufacturing: A Pathway to Sustainable Efficiency and Quality Assurance
Agrawal, Kushagra and Goktas, Polat and Holtkemper, Maike and Beecks, Christian and Kumar, Navneet
Frontiers in Nutrition, Vol. 12, pp. 1553942, 2025
Journal Paper Published
Neural Orchestration for Multi-Agent Systems: A Deep Learning Framework for Optimal Agent Selection in Multi-Domain Task Environments
Agrawal, Kushagra and Nargund, Nisharg
arXiv preprint arXiv:2505.02861, 2025
Preprint
Machine Vision and Deep Learning in Meat Processing: Enhancing Precision, Safety, Efficiency, and Sustainability - A Comprehensive Survey
Agrawal, Kushagra and Abid, Cyrine and Kumar, Navneet and Goktas, Polat
Innovative Technologies for Meat Processing, pp. 170-210, CRC Press, 2025
Book Chapter Published
How Large Language Models Transform Urban Planning and Shape Tomorrow's Cities
Agrawal, Kushagra and Goktas, Polat
Large Language Models for Sustainable Urban Development, p. 185, Springer Nature, 2025
Book Chapter Published
Artificial Intelligence in Personalized Nutrition and Food Manufacturing: A Comprehensive Review of Methods, Applications, and Future Directions
Agrawal, Kushagra and Goktas, Polat and Kumar, Navneet and Leung, Man-Fai
Frontiers in Nutrition, Vol. 12, pp. 1636980, 2025
Journal Paper Published
AI-ML Applications in Agriculture and Food Processing
Agrawal, Kushagra and Kumar, Navneet
Food and Industry 5.0: Transforming the Food System for a Sustainable Future, pp. 21-37, Springer, 2025
Book Chapter Published
MOHAF: A multi-objective hierarchical auction framework for scalable and fair resource allocation in IoT ecosystems
Agrawal, Kushagra and Goktas, Polat and Bandopadhyay, Anjan and Ghosh, Debolina and Jena, Junali Jasmine and Gourisaria, Mahendra Kumar
arXiv preprint arXiv:2508.14830, 2025
Preprint
AI/ML Techniques for Enhancing IoT-based Communication
Agrawal, Kushagra and Yagiz, Muhammet Anil and Goktas, Polat
AI and ML Techniques in IoT-based Communication, pp. 33-58, Wiley Online Library, 2025
Book Chapter Published
Artificial Intelligence and Machine Learning in Agriculture: Novel Techniques, Implementation Strategies, and Application
Agrawal, Kushagra and Kumar, Navneet
Computational Intelligence and Image Processing in Agriculture, pp. 55-72, John Wiley & Sons, 2025
Book Chapter Published
Computer Vision in Agriculture: Object Detection, Recognition, and Image Segmentation Techniques and Advanced Image Analysis
Agrawal, Kushagra and Kumar, Navneet
Computational Intelligence and Image Processing in Agriculture, pp. 31-54, John Wiley & Sons, 2025
Book Chapter Published

2024

Deep learning in industry 4.0: Transforming manufacturing through data-driven innovation
Agrawal, Kushagra and Nargund, Nisharg
ICDCIT 2024, Springer Nature, 2024
Conference Published
Advancements in tool wear monitoring in turning operations: digital image processing and AI techniques
Agrawal, Kushagra and Panda, Amlana and Sahoo, Ashok Kumar
Journal of Physics: Conference Series, Vol. 2818, IOP Publishing, 2024
Conference Published
IoT-Based Service Allocation in Edge Computing Using Game Theory
Agrawal, Kushagra and Goktas, Polat and Sahoo, Biswajit and Swain, Sujata and Bandyopadhyay, Anjan
ICDCIT 2024, Springer, 2024
Conference Published
Optimizing Resource Allocation in Quantum Networks Through Game Theory
Agrawal, Kushagra and Bandopadhyay, Anjan
International Conference on Trends in Computational and Cognitive Engineering, Springer Nature Singapore, 2024
Conference Published

2023

Artificial Intelligence Innovations: Inception of new horizons in food processing sector
Agrawal, Kushagra and Kumar, Navneet
2023 IEEE Silchar Subsection Conference (SILCON), IEEE, 2023
Conference Published