Back close

Dr. P. Santhi

Assistant Professor (SG), Department of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai Campus

Qualification: B-Tech, M.E, Ph.D
@amrita.edu

Bio

Dr. P. Santhi currently serves as Assistant Professor (SG) in the Department of Computer Science and Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai Campus.

She has receivedPh.D. degree in Information and Communication Engineering from Anna University, Chennai, in the year of 2016, M.E. degree in Computer Science and Engineering from Anna University, Chennaiin the year of 2008 and received the B.Tech. degree in the department of Information Technology from Anna University, Chennaiin the year of 2005.

She has teaching experience of about 16years. She has published 25papers in theinternational journals and 24 papers in the international conferences. She has published 4patents and 3 book chapters.She is an active member of ISTE. Her area of interest is Data Mining, Machine Learning, Deep Learning and Image Processing. She is a Research supervisor under Anna University Chennai. 2Research Scholars are completed their Ph.D. under her supervision.

Publications

Journal Article

Year : 2023

Precise Multi-Class Classification of Brain Tumor via Optimization Based Relevance Vector Machine

Cite this Research Publication : S.Keerthi, P.Santhi, “Precise Multi-Class Classification of Brain Tumor via Optimization Based Relevance Vector Machine”, Intelligent Automation & Soft Computing, Vol.36,No.1, 2023

Publisher : Intelligent Automation & Soft Computing

Year : 2022

Ensemble classifier based big data classification with hybrid optimal feature selection

Cite this Research Publication : J.C.Miraclin Joyce Pamila, R.SenthamilSelvi, P.Santhi, T.M.Nithya ,” Ensemble classifier based big data classification with hybrid optimal feature selection”, Advances in Engineering Software, Vol.173, 2022. [IF:4.194]

Publisher : Science Direct

Year : 2021

Unified Deep Learning approach for Efficient Intrusion Detection System using Integrated Spatial–Temporal Features

Cite this Research Publication : P.RajeshKanna, P.Santhi, “Unified Deep Learning approach for Efficient Intrusion Detection System using Integrated Spatial–Temporal Features”, Knowledge Based Systems, Vol. 226, 2021. [IF:8.038]

Publisher : Science Direct

Year : 2020

Analysis Of Plant Leaf Disease Using Segmentation Methodology

Cite this Research Publication : G.Vithiya, Dr.P.Santhi, “Analysis Of Plant Leaf Disease Using Segmentation Methodology”, International Journal of Advanced Science and Technology, Vol.29, No.12S, 2020. (IF:0.41)

Year : 2020

Smart India Agricultural Information Retrieval System

Cite this Research Publication : P.Santhi, T.Priyanka, “Smart India Agricultural Information Retrieval System”, International Journal of Advanced Science and Technology, Vol.29, No.7S, 2020. (IF:0.41)

Year : 2020

Prediction of Diabetes Using Neural Networks

Cite this Research Publication : P.Santhi, S.Lavanya, “Prediction of Diabetes Using Neural Networks”, International Journal of Advanced Science and Technology, Vol.29, No.7S, 2020. (IF:0.41)

Publisher : Science Direct

Year : 2019

K-MEANS Clustering Algorithm Combined With Nearest Neighbor Classification And Binary Search Tree Data Structures For Heart Disease Diagnosis

Cite this Research Publication : P.Santhi, G.Mahalakshmi, “K-MEANS Clustering Algorithm Combined With Nearest Neighbor Classification And Binary Search Tree Data Structures For Heart Disease Diagnosis”, Paideuma Journal of Research, Vol.12, No.12, 2019. (IF:1.07)

Year : 2019

Detection of Plant Leaf Disease Using Hybrid Algorithm

Cite this Research Publication : G.Vithiya, Dr.P.Santhi, “Detection of Plant Leaf Disease Using Hybrid Algorithm”, International journal life science Pharma research, Special Issue -06, 2019. (SJIF Impact Factor - 7.578)

Year : 2019

Classification of Magnetic Resonance Images Using Eight Directions Gray Level Co-Occurrence Matrix (8DGLCM) Based Feature Extraction

Cite this Research Publication : P.Santhi, G.Mahalakshmi, “Classification of Magnetic Resonance Images Using Eight Directions Gray Level Co-Occurrence Matrix (8DGLCM) Based Feature Extraction“, International Journal of Engineering and Advanced Technology”, Vol.8, No.4, 2019. (IF:1)

Year : 2018

Implementation of Learning Evaluating Analyzing Ranking and Nurturing Tool

Cite this Research Publication : P.Santhi, B.Guhan,”Implementation of Learning Evaluating Analyzing Ranking and Nurturing Tool”, International Journal of Advanced Research in Computer Science, Vol.9, No.2, 2018.

Year : 2018

Lung Lobe Segmentation And Classification Using Deep Learning Algorithms

Cite this Research Publication : P.Santhi, S.Kiruthika,”Lung Lobe Segmentation And Classification Using Deep Learning Algorithms”,International Journal of Innovative Research in Technology”, Vol.4,No.12, 2018

Year : 2018

Implementation Of Classification System Using Density Clustering Based Gray Level Co Occurrence Matrix (DGLCM) For Green Bio Technology

Cite this Research Publication : P.Santhi, R.Vikram,” Implementation Of Classification System Using Density Clustering Based Gray Level Co Occurrence Matrix (DGLCM) For Green Bio Technology”, International Journal of Pure and Applied Mathematics, Vol. 118, No. 8, 2018. (IF:0.29)

Year : 2017

Survey on Optimal Performance and Security in Division and Replication of Data in Cloud

Cite this Research Publication : P.Santhi, P.Sasikumar, “Survey on Optimal Performance and Security in Division and Replication of Data in Cloud”, International Journal of Research in Computer Science, Vol.04, Issue 01, 2017

Year : 2017

Classification System for Identifying the Chemical Structure Using Support Vector Machine

Cite this Research Publication : P.Santhi, K.Deepa, “Classification System for Identifying the Chemical Structure Using Support Vector Machine”, International Journal of Emerging Trends in Science and Technology, Vol.03, Issue 01, 2017

Year : 2016

A Survey on Audit Free Cloud Storage via Deniable Attribute Based Encryption

Cite this Research Publication : P.Santhi, S.Thilagamani,” A Survey on Audit Free Cloud Storage via Deniable Attribute Based Encryption”, IRA-International Journal of Technology & Engineering, Vol.5, No.1, 2016

Year : 2015

Development Of Image Classification System Using Combined DENCLUE Clustering With GLCM Based Texture Extraction And Ranking Based Feature Selection Algorithm

Cite this Research Publication : P.Santhi, V.MuraliBhaskaran,” Development Of Image Classification System Using Combined DENCLUE Clustering With GLCM Based Texture Extraction And Ranking Based Feature Selection Algorithm”, International Journal of Applied Engineering Research (IJAER), Vol.10, No.21, 2015. (IF:0.51)

Year : 2014

Detection Of Objects Using Fisher SVM With Modified Adaboost Classification Technique

Cite this Research Publication : P.Santhi, V.MuraliBhaskaran,” Detection Of Objects Using Fisher SVM With Modified Adaboost Classification Technique”, Journal of Theoretical and Applied Information Technology, Vol. 67, No. 1, 2014. (IF:0.67)

Year : 2014

Improving the Efficiency of Image Clustering using Modified NonEuclidean Distance Measures in Data Mining

Cite this Research Publication : P.Santhi, V.MuraliBhaskaran,” Improving the Efficiency of Image Clustering using Modified NonEuclidean Distance Measures in Data Mining”, International Journal of Computers Communications & Control, Vol .9(1),Pg.No:56-61, February, 2014. (IF:1.374)

Year : 2011

Performance of Classification Algorithms in Heart Disease Data

Cite this Research Publication : P.Santhi, V.MuraliBhaskaran,” Performance of Classification Algorithms in Heart Disease Data”, International Journal for Advances in Computer Science, Vol.2, No.3, 2011

Year : 2011

ECG compression and Encryption Techniques for Diagnosis of Cardiovascular Disease

Cite this Research Publication : P.Santhi, V.MuraliBhaskaran,” ECG compression and Encryption Techniques for Diagnosis of Cardiovascular Disease”, UACEE, 2011, Pg.no.244-248

Year : 2011

Improving the Performance of Data Mining Algorithms in Health Care Data

Cite this Research Publication : P.Santhi, V.MuraliBhaskaran,” Improving the Performance of Data Mining Algorithms in Health Care Data”, IJCST, Vol. 2, Issue 3, September 2011, Pg.No:152-157

Year : 2010

Performance of Clustering Algorithms Healthcare Database

Cite this Research Publication : P.Santhi, V.MuraliBhaskaran,”Performance of Clustering Algorithms Healthcare Database”, International Journal for Advances in Computer Science, Vol.2, No.1, 2010

Academic Qualifications
2016 Ph.D.
Anna university Chennai Identification of objects in an image using data Mining Techniques
2008 M.E. CSE
Department of CSE, M.Kumarasamy College of Engineering, Anna University.
2005 B.Tech. IT
Muthayammal Engineering College, Anna University, Chennai
Academic Experience
January 2023 to Present Assistant Professor (SG)
Department of Computer Science and Engineering, Amrita School of Engineering, Chennai Campus
June 2016 to December 2022 Professor ,
M.Kumarasamy College of Engineering (Autonomous), Karur.
June 2008 to May 2016 Assistant Professor,
Paavai Engineering College, Namakkal.
July 2005 to May 2006 Lecturer,
Muthayammal Engineering College, Namakkal.
Grants Received
S.No. Title Project/Seminar /Workshop Funding Agency
1 Heart Disease Prediction System Using TAC Algorithm Project TNSCST [Received]
2 International Conference on “Emerging Issues & Innovative Practices on Machine Learning in Big Data Analytics and Data Science” Conference AICTE (Rs.3,92,000/.) [Received]
3 Secured Voting System Project Rs.7500 (TNSCST – Received)
Seminar/ Workshop/Conference Organized
  • International Conference on Innovative Computing Technologies 2017.
  • DBT Sponsored Seminar on Machine Learning in Bio-Informatics.
  • CSIR Sponsored Workshop on Recent Trends in Big Data Analytics and IoT.
  • ICMR Sponsored Seminar on Healthcare System for Reducing Human Mortality Rate Using IoT.
Awards & Achievements
  • Partner in Success Award by Infosys, Bangalore.
  • Participated in zone level Athletic meet conducted at Adhiyamann Engineering College.
Administrative Responsibilities
  • Autonomous Incharge for CSE Department in the year 2019-2020.
  • Additional SPoC – Infosys Campus Connect Programme(InfyTQ)
  • Head of the Department of CSE in M.Kumarasamy College of Engineering in the Academic year 2017-2018.
  • R&D head for CSE, IT and MCA.
  • ISO head for CSE department in M.Kumarasamy College of Engineering from 2016- Till Date.
  • R&D co-ordinator of CSE in Paavai Engineering College from 2012 to 2016 for NBA.
  • NAAC head for CSE department in M.Kumarasamy College of Engineering from 2017- Till Date.
  • NBA Co-Ordinator for the Academic Year 2018 to Till Date.
Membership
  • Life Member of ISTE.(Indian Society Of Technical Education)
Admissions Apply Now