Research Interests

Research Interests:

Machine Learning

Deep Learning

Healthcare Data Analytics

Predictive Modeling

Publications

T. K. Agarwal, B. Singh, and N. Chaudhary, “Multi-Disease Prediction Method Based on Machine Learning and Computational Approaches,” Journal of Propulsion Technology, vol. 45, no. 2, 2024.
T. Agrawal and D. Gupta, “Heart Disease Diagnosis Using Hybrid Machine Learning Model in Layered Classification Approach,” International Journal of Scientific & Engineering Research, vol. 12, pp. 12–15, 2024, doi: 10.70729/SE241223182706.
T. K. Agarwal, B. Singh, and N. Chaudhary, “Analyse the Predictive Power of Machine Learning Procedures Over Multiple Disease Datasets,” in Proc. 3rd Int. Conf. Innovative Sustainable Computational Technologies (CISCT), 2023.
T. K. Agarwal, B. Singh, and N. Choudhary, “Machine Learning Procedures and Its Assistance in Health Care: A Study,” International Journal of Enhanced Research in Science, Technology & Engineering, vol. 11, no. 12, Dec. 2022.
T. K. Agarwal and H. Sharma, “A Review of Role of Machine Learning Models in Coronary Heart Disease Detection Accuracy,” 2022.
T. K. Agrawal, “Neural Network and Naïve Bayes Based Hybrid Classification Model,” International Journal of Creative Research Thoughts (IJCRT), vol. 10, no. 2, Feb. 2022.
T. K. Agarwal, “Applications of Deep Learning and Machine Learning,” International Journal of Innovative Research in Computer Science & Technology, vol. 9, no. 4, pp. 62–65, 2021.
T. K. Agarwal, “Improve Heart Disease Diagnosis Detection Accuracy by Using Machine Learning Models: A Review,” International Journal of Computer Science, vol. 7, Feb. 2022.
T. K. Agarwal, “Multilayer Perceptron (MLP) and Naïve Bayes Based Hybrid Classification Model for Heart Disease Diagnosis,” in Proc. BICON-2017 India-Japan Int. Conf., Oct. 2017.
T. K. Agarwal, “Black Hole Attack Analysis and Detection Using Sequence Number in AODV Routing Protocol in Mobile Ad-hoc Networks,” in Proc. Int. Conf. Advance Research & Innovation in Engineering & Technology (ICARIET), Mar. 2015.
T. K. Agarwal, “Security Analysis and Challenges in IPv4 to IPv6 Transition Mechanism,” in Proc. Int. Conf. Advance Research & Innovation in Engineering & Technology (ICARIET), Mar. 2015.