Dr.K.Santhi
Professor & HOD
BIO
Research Oriented, quick learner interested in pursuing career in academia.
My objective is to work in a challengingenvironment which gives me chance to improve knowledge and enhance skills in latest technologies and be part of the team that works towards growth of the Institution.
TEACHING INTERESTS
- Languages – C, Java, C++,Python
- Scientific – Weka 3.6, Rapid Miner
- Frameworks – SQL, NoSQL
- Database Technologies – Apache HADOOP, SPARK, PIG, HIVE, HBASE
- Web Technologies – HTML5, JavaScript
- Databases – MS SQL Server, Oracle
- Operating Systems – Ubuntu, Windows-10/7/XP, Dos, Linux
RESEARCH INTERESTS
- Machine Learning and Deep Learning
RESEARCH PUBLICATIONS
- K. Santhi, M.Siva Kumar, ”Lung Cancer Detection from CT Scan Images Using Alexnet” in 2 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS-2023) IEEE, 23~25 Aug 2023.
- K. Santhi, A.Muni Hemanth, ”Drug Recommendation Using Machine Learning” published in International Journal of Science & Engineering Development Research, ISSN:2455-2631,volume 8 Issue 8,Aug 2023.
- K. Santhi, P.Jayachandra Reddy, ”Security and Efficient Proven Data Procure with Privacy in Cloud Storage” in 5th International Conference on Inventive Research in Computing Applications (ICIRCA-2023) IEEE, 3~5 Aug 2023.
- Santhi, D.Siva Kumar, ” Deep Learning-based Malware Classification Methodology of Comprehensive Study in 2nd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS-2023)IEEE, 23~25 March 2023.
- K. Santhi, S. Ranganath, ” Object Detection with Audio Feedback ” in International Journal of Novel Research and Development, ISSN No:2456-4184 , January 2023.
- K. Santhi, T Vyshnavi, ” Identification of Similar Patient cases by applying Machine Learning algorithms for improving drug recommendation”in International Journal of All Research Education & Scientific Methods, ISSN No:2455-6211 , December 2022.
- K. Santhi, R.Arthi, ” Access Control in Offices Using Face Recognition”in International Journal for Science and Advance Research in Technology, Volume 8, Issue 11, ISSN No:2395-1052 , November 2022.
- K. Santhi, Dr. A. Rama Mohan Reddy, ” A Novel Approach for Heart Disease Prediction Based on Risk Factors Using Machine Learning”in Lecture Notes in Networks and Systems, , Springer, September 2021.
- K. Santhi, Dr. A. Rama Mohan Reddy, “An Automated Framework For Coronary Analysis From Coronary Cine Angiograms Using Machine Learning and Image Analysis Techniques” , IT in Industry,Volume 9, Issue 1, 2203-1731,2021(Web of Science).
- K. Santhi, Dr. A. Rama Mohan Cr Reddy, “An Integrated Ensemble Learning Model for Multi Class Imbalanced Datasets” , International Journal of Advanced Science and Technology Volume 29, Issue 8, 573-587,2020(Web of Science).
- K. Santhi, Dr. A. Rama Mohan Reddy, “A Systematic Methodology on Class ImbalancedProblems involved in the Classification of Real-World Datasets” , International Journal of Recent Technology and Engineering Volume 8, Issue 3, 2277-3878,2019 (Scopus).
- K. Santhi, Mallarapu Harish, A V L N Sujith, “An enhanced Faster RCNN Based Deep Learning Model for Crop Diseases Detection and Classification” ISSN No: 2249-8958, International Journal of Engineering and Advanced Technology (IJEAT), Volume 8, Issue 6, 4714-4719, August 2019.(Scopus)
- K. Santhi, Dasari Madhavi “Space- Efficient Tiling Scheme for Tile-Level Encrypted Domain Scaling and Cropping” ISSN No:2456-1908, International Journal of Advanced Engineering Research and Science (IJAERS), Special Issue 3, PP:177-182,oct 2017.
- Santhi Kuraganti , S Musadik “User Intimated Bandwidth Allocation for Wireless Mesh Community Networks” International Journal of Innovative Science, Engineering & Technology, Vol. 3 Issue 7, July 2016.
- K. Santhi, V. Abhilash “Clusters using High Dimensional Data for Feature Subset Algorithm” International Journal of Scientific & Engineering Research, Volume 5, Issue 7, July-2014, 445-449 ,ISSN 2229-5518.
- K. Santhi, T. Ganesh “Analyze & classify intrusion to detect selective measures to optimize intrusions in virtual networks” in International Journal of Innovative Research in Computer and Communication Engineering, Vol:2, Issue:4, 325-331, Sep-2014, ISSN 2320-9801.
- K. Santhi “Ant colony Optimization resource allocation for software release planning” in International Journal of Innovative Research in Technology, Vol:2, Issue:4, 189-190, Sep-2014, ISSN 2349-6002.
- K.Santhi ” Comparison based profile matching in mobile social Networks”, International Journal of Science, Engineering and Technology Research, Vol. 3 No.14, Pages : 3116-3119, 2319-8885,2014.
- K.Santhi, N.Silpa ” A Survey on Image retrieval based on features and clustering techniques”,International Journal of Engineering Research and Technology, Volume||2||Issue|| 15||2278-0181, 2014.
- K.Santhi,” Firewall optimization privacy preserving techniques in two domains” International Journal of Science, Engineering and Technology Research, Volume 3, Issue 15, 3182-3185, ISSN: 2319-8885,May 2014.
- K. Santhi, Dr.A.Rama Mohan Reddy, “A Quick Traverse through Big Data”, Institute of Electrical and Electronics Engineers (IEEE),June 2017./li>
- K. Santhi, Dr.A.Rama Mohan Reddy,“
- Critical Analysis of Big Visual Analytics”, (SSRN) Elsevier,July 2018.
- K. Santhi, Dr.A.Rama Mohan Reddy, “An Empirical Analysis on Data Preprocessing Over Two-Class versus Multi-Class Imbalance Learning ”(SSRN)(Elsevier), April ,2020.
- K. Santhi, Dr.A.Rama Mohan Reddy, “A Novel Approach for Heart Disease Prediction Based on Risk Factors Using Machine Learning”, Springer, Proceedings of 2nd International Conference on Computational and Bio Engineering, September 2021.
