Teaching Faculties
Dr. Chhaya Nayak
21 Publications
Assistant Professor
Ph.D. (2025) SAGE University Indore, India
M. Tech (2014) computer science & Engineering ,TIT BHOPAL.
B. Tech (2006) computer science & Engineering ,JIT Borawan (India)
16.5 Years
- Nayak, C., Patel, S. “Optimizing Mental Health Diagnostics with Hybrid Deep Learning and Multimodal Data Fusion” Published in International Journal of Environmental Sciences (Scopus Indexed).
- Nayak, C., Patel, S. “Integrating Multimodal Data with CNN and LSTM Models: A Paradigm Shift in Mental Health Diagnostics” Published in Journal of Neonatal Surgery, Vol. 14, Issue 3 (2025), ISSN: 2226-0439.
- Nayak, C., Patel, S. “Advancing Mental Health Diagnostics Through the Fusion of Multimodal Data with CNN and LSTM Techniques” Published in Communications on Applied Nonlinear Analysis, Vol. 32, No. 7s (2025), ISSN: 1074-133X.
- Nayak, C., Patel, S. “Advancing Mental Health Diagnostics: The Role of Multimodal Data and Deep Learning Techniques” Presented at the 3rd International Conference on Advanced Communication and Intelligent Systems, May 2024.
- Nayak, C., Patel, S. “Deep Learning-Based Depression Estimation using Facial Expressions” Presented at International Conference on Recent Advances in Engineering, Science and Technology, March 2024.Published in International Journal of Innovations in Engineering and Science, Vol. 9, No. 2, 2024, pp. 1–6, e-ISSN: 2456-3463.
- Nayak, C., William, P., Kumar, R., Deepak, A., Yadav, K. “Edge Cloud Server Deployment with Machine Learning for 6G Internet of Things” Published in International Journal of Intelligent Systems and Applications in Engineering, pp. 328–340.
- Arif, M., Adak, M., Ahmad, A. A., Nayak, C. “Energy Optimization Approach Based on Machine Learning on Linear Reflector Systems” ISSN: 1992-8645.
- Nayak, C., Rao, C. L., Alam, T., Singh, S., Islam, S., Maginmani, U. H. “The Empirical Evaluation of Artificial Intelligence-Based Techniques for Improving Cyber Security”
- Presented at ICEARS 2023 International Conference.
- Nayak, C., Barik, S. S., Nassa, V. K., Sathe, M. A., Krishna, K. S., Dattatray, J. S. “Revolutions of Blockchain Technology in the Field of Cryptocurrencies” Vol. 12, Issue 01 (2023), ISSN: 2230-5807.
- Nayak, C., Raman, R. K., Dileep, P., Gehlot, A., Priyanka, G. L., Kapila, D.
- “Detailed Analysis of Machine Learning and Deep Learning Technologies for Web Security” Presented at IC3I 2022 Conference.
- Nayak, C., Ajalkar, D., Shinde, J. P., Barik, S. S. “Machine Learning Thyroid Model for Prediction System ”Presented at IEEE International Conference on Device Intelligence, Computing and Communication Technologies.
- Nayak, C. “Performance and Security Analysis in Cloud Storage using Ciphertext Policy Attribute-Based Encryption ”Published in IJIRSET, Vol. 11, Issue 6, June 2022.
- Chhaya Nayak “AI BASED VOICE CODING” IRJMETS ISSN(Online): 2582-5208
- Chhaya Nayak “Plant Leaf Disease Detection” JETIR April 2021, Volume 8, Issue 4
- Chhaya Nayak “Twitter Scanner to Search Malicious URLs for Twitter Users” IJIRSET ISSN(Online): 2319-8753
- Chhaya Nayak “A Survey on CAPTCHA as Pictorial Password Mechanism” Vol. 3, Issue 7, July2015 IJIRCCE ISSN (Print): 2320 -9798
- Chhaya Nayak “Enriching information brokering system with privacy using secured web platform" IJSET VOL 2, Issue 8 Nov-Dec 2014. Chhaya Nayak “A Survey of Multispectral Palm Print Identification Techniques”, IJSET Trans. vol.3, pp.1051-1053, Aug 2014.
- Chhaya Nayak," survey on secure file synchronization in distributed System ",IJET Trans. vol.4, pp.5-14, June 2012.
- Chhaya Nayak " Performance of various algorithms used in cryptography”, IJMIE Volume 2, Issue 7 June 2012.
- Copyright registered on titled “DEVELOPMENT OF SECURE AND EFFICIENT SYSTEM USING BLOCKCHAIN “Diary No 9870/2022-CO/L
- Copyright registered on titled “Smart Waste Segregation Using Deep Learning-Based Object Detection “Diary No 4222/2025-CO/L
- Copyright registered on titled “Scream For Help: Innovative Solution For Women Safety “Diary No 4227/2025-CO/L
- Copyright registered on titled “DEVELOP A USER FRIENDLY APPLICATION TO ENHANCE FOOD SECURITY “Diary No 526/2025-CO/L.
- Copyright registered on titled “MULTISPECTRAL IMAGE DEHAZING USING DEEP LEARNING “Diary No 22353/2024-CO/L
- Copyright registered on titled “MULTIMODAL ANALYSIS BASED MENTAL HEALTH EVALUATION USING DEEP LEARNING APPROACH “Diary No 2285/2023-CO/L
- Copyright registered on titled “an approach for detection of malicious Feedback rating for reliable web service discovery “Diary No19967/2020-CO/L
- Copyright registered on titled “web-based application for medical Chabot” with Diary No 31311/2021-CO/L
- Copyright registered on titled “BLOCKCHAIN BASED AGRI-FOOD SUPPLY CHAIN” with Diary No 31317/2021-CO/L
- Copyright registered on titled “an approach for decentralized independent NFT's” with Diary No 1849/2022-CO/L
- Patent grant on “ARTIFICIAL INTELLIGENCE ENABLED DEVICE TO PREDICT THE ALZHEIMER’S DISEASE” with Design No: 444658-001
- Patent grant on “Depression detection device” with Design No: 402926-001
- Patent on “The smart system for medical image viewing by using artificial intelligence neural network” with Application No: 202121023712.
- Patent on “an overall management of load balancing in grid environment” with the application of machine learning approach using regression analysis with Application No.:202221004081.
