Business, Management and Accounting, Multidisciplinary, Marketing, Business, Management and Accounting
2
Scopus Publications
59
Scholar Citations
5
Scholar h-index
Scopus Publications
Design and Development of a Big Data Analytics Framework for Health Care Management Using Machine Learning K. Premalatha, D. Santhanakrishnan, S. Mohan, M. Umamaheswari, R.K. Sudhamathi, V. Maheswari 4th International Conference on Applied Artificial Intelligence and Computing Icaaic 2025, 2025 Breast cancer is the second most frequent malignancy in women and the primary cause of death from metastases. Breast cancer typically originates in the lymph nodes. Early detection is very important for good treatment. Low level risk patients will avoid costly chemotherapy treatment, which is often reserved for high-risk cases because to long-term negative effects. Early identification and treatment have considerably increased survival rates. This research aims to improve breast cancer categorization and diagnosis by developing and implementing improved Convolutional Neural Network (CNN) techniques. Breast cancer detection is challenging owing to concerns with noise, color contrast, and accurate feature extraction. To address these challenges, the research introduces a novel CNN based framework that integrates several sophisticated techniques for enhanced efficiency. Experimental results reveal that the proposed model outperforms traditional methods in accuracy, specificity, Area under the curve (AUC), F1 score, and sensitivity. The findings demonstrates that the suggested framework can potentially transform cancer in breast classification methodologies, to aid in the early detection and diagnosis of cancer in breast patients.
AI-Powered EV Consumer Trends and Range Forecasting for Sustainable Mobility M. Umamaheswari, Rajeesh Kumar M, M. Suresh Kumar, D. Santhanakrishnan, S. Singathurai, S. Thangamani Proceedings of 8th International Conference on Inventive Computation Technologies Icict 2025, 2025 This paper suggests a new approach for range forecasting of electric vehicles that uses cloud computing and random forest regression (RFR) techniques. Due to the increasing popularity of EVs, the accurate forecasting of range is becoming essential for passenger comfort as well as successful route planning. Classical range calculating methods can be incorrect some times because of fluctuating driving conditions and a drain in the battery. It leverages the processing power of the cloud to aggregate and process huge volumes of real-time data on factors such as weather, traffic, and altitude that influence EV range. Then it uses a robust machine learning (ML) algorithm for RFR to reliably forecast EV range by simulating the subtle interactions among these factors. Experiments demonstrate that this method is effective, performing better than sophisticated range estimation methods. Cloud computing's scalability and flexibility also make it easy to integrate forecast models into existing EV navigation systems, enabling drivers to obtain accurate range estimates in real-time based on their conditions. It will enhance the use and reliability of EVs, motivating more individuals to purchase and utilize these eco-friendly vehicles.
RECENT SCHOLAR PUBLICATIONS
Perception and Adoption of AI-Enabled Features in EVs: Evidence from Coimbatore consumers Y Ojha, D Santhanakrishnan 2026.0
Design and Development of a Big Data Analytics Framework for Health Care Management Using Machine Learning K Premalatha, D Santhanakrishnan, S Mohan, M Umamaheswari, ... 2025 4th International Conference on Applied Artificial Intelligence and … , 2025 2025.0
AI-Powered EV Consumer Trends and Range Forecasting for Sustainable Mobility M Umamaheswari, MS Kumar, D Santhanakrishnan, S Singathurai, ... 2025 International Conference on Inventive Computation Technologies (ICICT … , 2025 2025.0 Citations: 3
Sustainable Marketing Practices in 4PL Services: Evaluating the Perceptions and Behaviour of Customers towards Environmentally-Friendly Logistics Solutions P Keerthivasan, D Santhanakrishnan Int. J. Sci. Res. in Multidisciplinary Studies Vol 11 (4) , 2025 2025.0 Citations: 3
A STUDY ON GENDER PERSPECTIVES IN INDIAN PHILOSOPHY: PAST AND PRESENT P Keerthivasan, D Santhanakrishnan Organized by, 28 , 2025 2025.0
Cyber threats and their impact on portfolio management: Risk assessment and mitigation strategies NB Dharshini, DD Santhanakrishnan International Journal of Creative Research Thoughts (IJCRT) 13 (1), e548-e551 , 2025 2025.0 Citations: 7
Financial performance analysis of Titan Company Limited S Aswath, DD Santhanakrishnan International Journal of Creative Research Thoughts (IJCRT) 13 (1), b505-b508 , 2025 2025.0 Citations: 6
ARTIFICIAL INTELLIGENCE IN SUSTAINABLE SUPPLY CHAIN MANAGEMENT: A COMPREHENSIVE REVIEW D DIVYA, D SANTHANAKRISHNAN 2024.0 Citations: 3
National Conference on R Finance, F Role 2024.0
Corporate social responsibility impact on corporate financial performance D Santhanakrishnan, MK Mukeshbalaji, R Arunprakash International Journal of Advances in Engineering and Management (IJAEM) 6 (4 … , 2024 2024.0 Citations: 9
A STUDY ON CONSUMER PREFERENCE TO PURCHASE OF GROCERIES FROM ONLINE WITH REFERENRCE TO BIG BASKET MP Aiswarya, D Santhanakrishnan Journal of the Oriental Institute 72 (5), 109 , 2024 2024.0 Citations: 4
INNOVATIONS IN DIGITALIZED FINCLUSION D DIVYA, D SANTHANAKRISHNAN DIGITALIZED FINCLUSION, 97 , 2023 2023.0
Impact of CSR on Corporate Sustainability D Santhanakrishnan 2023.0
An Analysis of Technology Trends and their Impact on the Globalization of Business. D Santhanakrishnan, D Renukadevi, P Manochithra, M Sathyapriya International Journal of Early Childhood Special Education 14 (3) , 2022 2022.0 Citations: 8
CHOICE CRITERION OF 4PL (FORTH PARTY LOGISTICS) SERVICES IN INDIA D Santhanakrishnan 2021.0 Citations: 1
A Study on the Survey Of Third Party Logistics Services Companies In TamilNadu D Santhanakrishnan International Journal of Multidisciplinary Research and Modern Education 5, 154 , 2019 2019.0 Citations: 8
Selection criteria of third party logistics services D Santhanakrishnan, H Balakrishnan International Journal of Interdisciplinary Research in Arts and Humanities 1 … , 2016 2016.0 Citations: 4
Corporate Marketing Strategies–Use of Digital Marketing for International Business H Balakrishnan, D Santhanakrishnan International Journal of Marketing Management and Research 14 (2), 112-116 , 2014 2014.0 Citations: 2
PG and Research Department of International Business. D Santhanakrishnan
A Study on the Impact of Neuromarketing on Consumer Purchase Intention with Special Reference to Coimbatore District D Santhanakrishnan, P Pirakatheeswari, D Divya, N Amsaveni, ...
MOST CITED SCHOLAR PUBLICATIONS
Corporate social responsibility impact on corporate financial performance D Santhanakrishnan, MK Mukeshbalaji, R Arunprakash International Journal of Advances in Engineering and Management (IJAEM) 6 (4 … , 2024 2024.0 Citations: 9
An Analysis of Technology Trends and their Impact on the Globalization of Business. D Santhanakrishnan, D Renukadevi, P Manochithra, M Sathyapriya International Journal of Early Childhood Special Education 14 (3) , 2022 2022.0 Citations: 8
A Study on the Survey Of Third Party Logistics Services Companies In TamilNadu D Santhanakrishnan International Journal of Multidisciplinary Research and Modern Education 5, 154 , 2019 2019.0 Citations: 8
Cyber threats and their impact on portfolio management: Risk assessment and mitigation strategies NB Dharshini, DD Santhanakrishnan International Journal of Creative Research Thoughts (IJCRT) 13 (1), e548-e551 , 2025 2025.0 Citations: 7
Financial performance analysis of Titan Company Limited S Aswath, DD Santhanakrishnan International Journal of Creative Research Thoughts (IJCRT) 13 (1), b505-b508 , 2025 2025.0 Citations: 6
A STUDY ON CONSUMER PREFERENCE TO PURCHASE OF GROCERIES FROM ONLINE WITH REFERENRCE TO BIG BASKET MP Aiswarya, D Santhanakrishnan Journal of the Oriental Institute 72 (5), 109 , 2024 2024.0 Citations: 4
Selection criteria of third party logistics services D Santhanakrishnan, H Balakrishnan International Journal of Interdisciplinary Research in Arts and Humanities 1 … , 2016 2016.0 Citations: 4
AI-Powered EV Consumer Trends and Range Forecasting for Sustainable Mobility M Umamaheswari, MS Kumar, D Santhanakrishnan, S Singathurai, ... 2025 International Conference on Inventive Computation Technologies (ICICT … , 2025 2025.0 Citations: 3
Sustainable Marketing Practices in 4PL Services: Evaluating the Perceptions and Behaviour of Customers towards Environmentally-Friendly Logistics Solutions P Keerthivasan, D Santhanakrishnan Int. J. Sci. Res. in Multidisciplinary Studies Vol 11 (4) , 2025 2025.0 Citations: 3
ARTIFICIAL INTELLIGENCE IN SUSTAINABLE SUPPLY CHAIN MANAGEMENT: A COMPREHENSIVE REVIEW D DIVYA, D SANTHANAKRISHNAN 2024.0 Citations: 3
Corporate Marketing Strategies–Use of Digital Marketing for International Business H Balakrishnan, D Santhanakrishnan International Journal of Marketing Management and Research 14 (2), 112-116 , 2014 2014.0 Citations: 2
CHOICE CRITERION OF 4PL (FORTH PARTY LOGISTICS) SERVICES IN INDIA D Santhanakrishnan 2021.0 Citations: 1
DIGITAL FINANCIAL LITERACY D Santhanakrishnan Citations: 1
Perception and Adoption of AI-Enabled Features in EVs: Evidence from Coimbatore consumers Y Ojha, D Santhanakrishnan 2026.0
Design and Development of a Big Data Analytics Framework for Health Care Management Using Machine Learning K Premalatha, D Santhanakrishnan, S Mohan, M Umamaheswari, ... 2025 4th International Conference on Applied Artificial Intelligence and … , 2025 2025.0
A STUDY ON GENDER PERSPECTIVES IN INDIAN PHILOSOPHY: PAST AND PRESENT P Keerthivasan, D Santhanakrishnan Organized by, 28 , 2025 2025.0
National Conference on R Finance, F Role 2024.0
INNOVATIONS IN DIGITALIZED FINCLUSION D DIVYA, D SANTHANAKRISHNAN DIGITALIZED FINCLUSION, 97 , 2023 2023.0
Impact of CSR on Corporate Sustainability D Santhanakrishnan 2023.0
PG and Research Department of International Business. D Santhanakrishnan
