Business, Management and Accounting, Management of Technology and Innovation, Economics, Econometrics and Finance, Finance
4
Scopus Publications
74
Scholar Citations
5
Scholar h-index
2
Scholar i10-index
Scopus Publications
Prediction of Chronic Kidney Disease using SVM and CNN M. Purushotham Reddy, K. Pavan Kumar, Y. Suresh, T. Vara Lakshmi International Journal on Recent and Innovation Trends in Computing and Communication, 2023 Chronic kidney disease is one of the deadliest diseases today and it is vital to have a good diagnosis as soon as possible. In medical treatment, machine learning has been reported to be effective. A doctor can diagnose the disease early by using machine learning classifier algorithms. This study investigated the chronic disease prognosis of this concept. Disease data was taken from the University of California, Irvine. Other measurement algorithms used in this study include C5.0, Chi-square automatic interaction detector, line extraction, SVM line with L1 and L2 flap, and neural network random tree. The database was also submitted to a feature selection program that merited the database. Scores are computer generated for each category segment using the following methods: Full Version, (ii) Link-Based Feature Selection, (iii) Folder Feature Selection, (iv) Minimal Collapse and Selected Optional Retrospective Features, (v) integrated small oversampling method with very small reduction features and selected bias on the selected operator, and (vi) how to do multiple samples combined with full functions. In the full multi-sample processing process, the findings show that L2-loaded LSVM has a very high accuracy of 96.86 percent. The graph shows the results of different methods, as well as precision, precision, recall, F-score, area under the curve, and GINI coefficient. The minimum absolute reduction and selection regression operation selected features using the synthetic minority oversampling approach produced the best results after using the synthetic minority oversampling method with full features. The support vector machine achieved a high accuracy of 96.46 percent in the process of making very large samples with very small turndowns and selected operator features. Machine learning methods used with convolutional neural networks and SVM classifier models on the same database, with 96.7 percent of high-definition support machine models and networks are used.
Block Chain Technology Implementations for Secured Financial Transactions using Cloud Environment T Vara Lakshmi, Naveen S.M Raja, Sudhir Ramadass, Sreekumar Narayanan, Velagapudi Sreenivas, et al. International Interdisciplinary Humanitarian Conference for Sustainability Iihc 2022 Proceedings, 2022 The advancement of technology has an influence on consumers' decision to switch from executing your financial information in a conventional way to doing so online. Contracts are encouraged by the use of cloud computers or its key feature of accessibility from everywhere. The enormous amount of data handled by the cloud platform used to facilitate money transfers necessitates maintaining a high degree of security for all those important passwords stored there. Although the conventional authentication methods continue to work well in protecting data in cloud, more sophisticated cyber attacks against cloud-based storage of information still exist. Additionally, using typical cryptographic primitives to secure cloud data requires a significant amount of operation time due to the need to execute verification checks for both valid and illegitimate access control.
Role of Umbilicus on the Digestive System Pardeep Kumar, Anuj Kumari, Suman Rani, Ajithkumar L, Ajay Pal, et al. Proceedings 2022 International Conference on Smart and Sustainable Technologies in Energy and Power Sectors Ssteps 2022, 2022 Umbilicus plays significant role to digestive system including overall health of body. It is the center point of the body it is the only way of feeding the baby in womb during the pregnancy. Location and placement of the umbilicus is very important for a healthy being. In Yogic system Manipur plexus said to be located at the Place of navel and saman Prana is also there which is completely dedicated for digestion, this prana gives energy to the digestive process it can happen only when location of umbilicus is proper. Displaced umbilicus does not give any big change in physical appearance but give the change at health level which may felt by the affected one. Umbilicus displacement can be managed by doing some particular Yoga poses, by applying byol magnet on big right toe first joint in a particular manner of application with the help of doctor tape under the super vision of magnetic acupressure therapist, by pressing ear dividing line’s center point and by pressing complete toe for six seconds at least for three times with putting heel of patient on healer’s palm with other hand healer will press the complete toe with gentle force. This complete toe pressing method can be applied only on the toe which is smaller after comparing both leg and toe, toe comparison can be done easily with lying down the affected one on a flat surface. This complete toe pressing method should be avoided for those who has any injury in leg, knee, and toe. After applying any of these above methods balanced and proper localized umbilicus can be seen with healthy digestive system. This article present what methodologies can be used for displaced umbilicus to balance or localized it.
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Priority Sector Advances and Its Share in Development of Weaker Sections by Scheduled Commercial Banks in India TV Lakshmi, MS Reddy IJLTEMAS 5 (3), 63-65 , 2016 2016 Citations: 3
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Imprint of Insolvencies on Commercial Bank's Priority Sector Lending Practices TV Lakshmi, MS Reddy Asian Journal of Management 8 (3), 642-644 , 2017 2017 Citations: 2
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