Hybrid brave-hunting optimisation for heart disease detection model with SVM coupled deep CNN Pravin M. Tambe, Manish Shrivastava International Journal of Intelligent Information and Database Systems, 2025 This research proposes a novel hybrid optimisation method called brave-hunting optimisation (BHO) inspired by lion optimisation (LO) and coyote optimisation (CO).The BHO algorithm is employed to fine-tune the SVM parameters, enhancing its classification performance.Simultaneously, a deep CNN model extracts complex and informative features from medical data.The combined approach capitalises on the strengths of both optimisation techniques to create a robust and accurate model for heart disease diagnosis.The performance evaluation of our model is conducted using comprehensive metrics, which achieve an accuracy of 94.89%, an F1-score of 94.48%, a precision of 94.48%, and a recall of 94.58% for a 90 TP.In the context of a ten k-fold evaluation, achieved 94.78% accuracy, 94.36% F1-score, 94.55% precision, and 94.13% recall.
RECENT SCHOLAR PUBLICATIONS
AH-NBDT: Alpha Hunting Optimizer Enabled Neural-Backed Decision Tree Algorithm for Cardiovascular Disease Detection with Big Data in IoT PM Tambe, M Shrivastava Biomedical Materials & Devices, 1-26 , 2025 2025
OPTIMIZED HEART DISEASE DETECTION USING HYBRID BRAVE HUNTING ALGORITHM WITH SVM INTEGRATED DEEP CNN DMS Mr. Tambe Pravin M. JOURNAL OF APPLIED BIOANALYSIS 11 (3), 751-761 , 2025 2025
SKIN CANCER DETECTION USING CNN PPM Tambe, PUR Patole, MA Baviskar IN Patent 41,133 , 2025 2025
Identification of Animal through Footprint Analysis MPTS Prof. Pravin M. Tambe, Prof.Sharad Maruti Rokade IN Patent 41,133 , 2025 2025
Review on: E-Learning with Gamification PBD Pravin M. Tambe, Soham G. Mokashi, Pratik V. Gulave, Vishal S. Gunjal International Journal of Scientific Research in Engineering and Management … , 2025 2025
Hybrid brave-hunting optimisation for heart disease detection model with SVM coupled deep CNN PM Tambe, M Shrivastava International Journal of Intelligent Information and Database Systems 17 (1 … , 2025 2025 Citations: 6
Review on: Smart URL Shortener SMU Pravin M. Tambe, Bhushan B. Potdar, Harshal R. Patil, Vishal V. Valvi International Journal of Scientific Research in Engineering and Management … , 2024 2024
Identification of Animal through Footprint Analysis PS Pravin M.Tambe, Abhiraj Dhamak, ,Vaishnavi Kshirsagar, Sakshi Tambe International Journal of Scientific Research in Engineering and Management … , 2024 2024
Early-Stage Skin Cancer Detection System Using Image Processing SBJ Pravin M. Tambe, Aniket G. Baviskar, Nikita K. Thoke, Nishigandha A. Ingle International Journal of Scientific Research in Engineering and Management … , 2024 2024
A SENSOR BASED MODEL USING MACHINE LEARNING FOR HEART RELATED DISEASE DAG Mr. Pravin Macchindra Tambe IN Patent 114,414 , 2024 2024
Machine Learning Cryptocurrency Price Prediction PAS Prof. Pravin M. Tambe, Siddhi D. Rasal International Journal of Creative Research Thoughts (IJCRT) 12 (6), 860-867 , 2024 2024
Placement Management Platform Driven By AI PPM Tambe, DSN Deshmukh Gauri Nagesh International Journal of Innovative Research in Computer and Communication … , 2024 2024
Artificial intelligence-assisted generative pretrained transformers for applications of ChatGPT in higher education among graduates JB Prajapati, A Kumar, S Singh, B Prajapati, Y Thakar, PR Tambe, A Ved SN Social Sciences 4 (2), 19 , 2024 2024 Citations: 24
Review on: Machine Learning Cryptocurrency Price Prediction PPM Tambe, SD Rasal International Journal of Advanced Research in Computer and Communication … , 2024 2024
Review on: Machine Learning Cryptocurrency Price Prediction PPM Tambe, SD Rasal International Journal of Advanced Research in Computer and Communication … , 2024 2024
AI-Powered Placement Management System PPM Tambe, MDG Nagesh International Journal of Scientific Research in Engineering and Management … , 2023 2023
Real-Time Clustering and Classification of Physiological Big Data for Healthcare Monitoring SB Tambe, SS Gajre, DD Patil IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society … , 2023 2023 Citations: 1
IMPROVING HEART DISEASE CLASSIFICATION WITH OPTIMIZATION AND CNN MODEL DMS Mr. Tambe Pravin M. INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT 11 (7), 379-383 , 2023 2023
IOT BASED PORTABLE ECG MONITORING SYSTEM FOR SMART HEALTHCAR MMK Prof. Pravin M. Tambe International Research Journal of Modernization in Engineering Technology … , 2023 2023
VIRTUAL TRIAL CLOTHS PP Tambe, MV Rishi International Journal of Scientific Research in Engineering and Management 7 … , 2023 2023
MOST CITED SCHOLAR PUBLICATIONS
Risk-Aware Interventions in Public Health: Planning with Restless Multi-Armed Bandits. A Mate, A Perrault, M Tambe AAMAS, 880-888 , 2021 2021 Citations: 53
Artificial intelligence-assisted generative pretrained transformers for applications of ChatGPT in higher education among graduates JB Prajapati, A Kumar, S Singh, B Prajapati, Y Thakar, PR Tambe, A Ved SN Social Sciences 4 (2), 19 , 2024 2024 Citations: 24
Selective maintenance optimization of a multi-component system based on simulated annealing algorithm PP Tambe Procedia Computer Science 200, 1412-1421 , 2022 2022 Citations: 18
Community based monitoring under national rural health mission in Maharashtra: Status at primary health centers PP Doke, AP Kulkarni, PO Lokare, M Tambe, RR Shinde, ... Indian journal of public health 58 (1), 65-68 , 2014 2014 Citations: 8
Hybrid brave-hunting optimisation for heart disease detection model with SVM coupled deep CNN PM Tambe, M Shrivastava International Journal of Intelligent Information and Database Systems 17 (1 … , 2025 2025 Citations: 6
THIRD EYE: OBJECT RECOGNITION AND TRACKING SYSTEM TO ASSIST VISUALLY IMPAIRED PEOPLE PPM Tambe, MR Khade International Research Journal of Modernization in Engineering Technology … , 2022 2022 Citations: 6
Third eye: Object recognition and tracking system to assist visually impaired people PPM Tambe, R Khade, R Shinde, A Ahire, N Murkute International Research Journal of Modernization in Engineering Technology … , 2022 2022 Citations: 6
Real-Time Clustering and Classification of Physiological Big Data for Healthcare Monitoring SB Tambe, SS Gajre, DD Patil IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society … , 2023 2023 Citations: 1
Survey on: A Privacy Preserving of Medical Image using watermarking PT Pravin, D Tejaswini, T Varsha International Journal of Scientific Research and Development 3 (7), 2321-0613 , 2015 2015 Citations: 1
AH-NBDT: Alpha Hunting Optimizer Enabled Neural-Backed Decision Tree Algorithm for Cardiovascular Disease Detection with Big Data in IoT PM Tambe, M Shrivastava Biomedical Materials & Devices, 1-26 , 2025 2025
OPTIMIZED HEART DISEASE DETECTION USING HYBRID BRAVE HUNTING ALGORITHM WITH SVM INTEGRATED DEEP CNN DMS Mr. Tambe Pravin M. JOURNAL OF APPLIED BIOANALYSIS 11 (3), 751-761 , 2025 2025
SKIN CANCER DETECTION USING CNN PPM Tambe, PUR Patole, MA Baviskar IN Patent 41,133 , 2025 2025
Identification of Animal through Footprint Analysis MPTS Prof. Pravin M. Tambe, Prof.Sharad Maruti Rokade IN Patent 41,133 , 2025 2025
Review on: E-Learning with Gamification PBD Pravin M. Tambe, Soham G. Mokashi, Pratik V. Gulave, Vishal S. Gunjal International Journal of Scientific Research in Engineering and Management … , 2025 2025
Review on: Smart URL Shortener SMU Pravin M. Tambe, Bhushan B. Potdar, Harshal R. Patil, Vishal V. Valvi International Journal of Scientific Research in Engineering and Management … , 2024 2024
Identification of Animal through Footprint Analysis PS Pravin M.Tambe, Abhiraj Dhamak, ,Vaishnavi Kshirsagar, Sakshi Tambe International Journal of Scientific Research in Engineering and Management … , 2024 2024
Early-Stage Skin Cancer Detection System Using Image Processing SBJ Pravin M. Tambe, Aniket G. Baviskar, Nikita K. Thoke, Nishigandha A. Ingle International Journal of Scientific Research in Engineering and Management … , 2024 2024
A SENSOR BASED MODEL USING MACHINE LEARNING FOR HEART RELATED DISEASE DAG Mr. Pravin Macchindra Tambe IN Patent 114,414 , 2024 2024
Machine Learning Cryptocurrency Price Prediction PAS Prof. Pravin M. Tambe, Siddhi D. Rasal International Journal of Creative Research Thoughts (IJCRT) 12 (6), 860-867 , 2024 2024
Placement Management Platform Driven By AI PPM Tambe, DSN Deshmukh Gauri Nagesh International Journal of Innovative Research in Computer and Communication … , 2024 2024