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Dr. R. Karthi

Associate Professor

Dr. R. Karthi currently serves as Associate Professor at the Department of Computer Science and Engineering, School of Engineering, Coimbatore Campus.

Qualification: BE, M.E, Ph.D
r_karthi@cb.amrita.edu
Research Interest: Application of Machine Learning Algorithms for Spatiotemporal Data Analysis, Data Analytics, Machine Learning

Bio

Dr. R. Karthi currently serves as Associate Professor at the Department of Computer Science and Engineering, School of Engineering, Coimbatore Campus. Her areas of research include Data Analytics, Machine Learning and application of Machine Learning Algorithms for spatiotemporal data analysis. She obtained her B. E. degree in Electronics and Communication Engineering in the year 1996 and M. E. degree in Computer Science in the year 2000. She has been awarded with Ph. D. from Anna University, Chennai in the year 2010.

Dr. Karthi was involved in the setup of Amrita CTS Innovation Lab with the funding received from Cognizant Technologies in 2013. The vision of the lab is to bring together multi-disciplinary students and provide a platform for researchers to find innovative solutions to real world problems in areas of machine learning and image processing. The lab provides facilities to M. Tech and B. Tech students who pursue their research in the areas image processing and networking and machine learning.

Awards

  • Certificate of Recognition for outstanding contribution to campus connect program – Infosys (2011). The award was conferred for introducing new industry elective course and laboratory courses titled “Business Intelligence” for students of CSE – UG and PG degree programme.
  • Best Paper Award: Received paper award for the paper: Rameshkumar, K., Rajendran, C., Karthi, R.,Modified Discrete Particle Swarm Optimization Algorithm (MDPSOA) for static permutation flow shop scheduling to minimize total flow time of jobs, Proceedings of Emerging Trends in Industrial Engineering, ETRIM 2011, NIT Calicut, 2011.

 

Publications

Book Chapter

A Survey of Location Prediction Using Trajectory Mining

Authors : Sabarish B. A., Dr. R. Karthi, Dr. Gireesh K. T

Publisher : Artificial Intelligence and Evolutionary Algorithms in Engineering Systems: Proceedings of ICAEES 2014, Volume 1

Discrete Particle Swarm Optimization Algorithm for Data Clustering

Authors : Dr. R. Karthi, Dr. Ramesh Kumar K., Arumugam, S.

Publisher : Nature Inspired Cooperative Strategies for Optimization (NICSO 2008) , Springer-Verlag, Berlin, Heidel berg

Conference Proceedings

Modified Discrete Particle Swarm Optimization Algorithm (MDPSOA) for static permutation flowshop scheduling to minimize total flowtime of jobs

Authors : Dr. R. Karthi, R. K., and C., R

Publisher : Proceedings of Emerging Trends in Industrial Engineering, ETRIM 2011

A Novel Discrete Particle Swarm Clustering Algorithm for Data Clustering

Authors : Dr. R. Karthi, Dr. Ramesh Kumar K., Arumugam, S.

Publisher : COMPUTE '09 Proceedings of the 2nd Bangalore Annual Compute Conference

Two-step iterative algorithm to extract generative video parameters from video sequences

Authors : Baskar A., Dr. R. Karthi, R. Naga Yathindra Gupta, E. Rao, U., and R. Karthi

Publisher : Proceedings - International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2007

Journal Article

Automatic Image Annotation by Classification Using Mpeg-7 Features

Authors : Dr. R. Karthi, M. P.Gangan

Publisher : International Journal of Scientific and Research Publications (IJSRP)

Spatial Outlier Detection Algorithm for Trajectory Data

Authors : Sabarish B. A., Dr. R. Karthi, Dr. Gireesh K. T

Publisher : International Journal of Pure and Applied Mathematics

Clustering of trajectory data using hierarchical approaches

Authors : Sabarish B. A., Dr. R. Karthi, Dr. Gireesh K. T.

Publisher : Lecture Notes in Computational Vision and Biomechanics

String based Feature Representation for Trajectory Clustering

Authors : Sabarish B. A., Dr. R. Karthi, Dr. Gireesh K. T

Publisher : International Journal of Embedded and Real-Time Communication Systems (IJERTCS)

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