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Dr. R. Prasanna Kumar

Chairperson | Associate Professor, School of Computing, Chennai

Qualification: BE, M.Tech, Ph.D

Bio

Dr. R. Prasanna Kumar currently serves as the Chairperson and Associate Professor, at the School of Computing, Chennai.

He has 20 years of experience in teaching. His areas of interest include Data Analytics, Machine Learning, Theory of Computation, Compiler Design and Python Programming. Dr. R. Prasanna Kumar is currently guiding 4 PhD research scholars and has guided 8 M.E projects and is Doctoral Committee Member for 4 Ph.D. Research Scholars. He has delivered many guest Lectures and acted as resource person in Faculty development programs. He has also acted as program committee member and session chair in national and international conferences.

 

Education

Degree Specialization Year of Graduation Institution
Ph. D. Data Mining 2017 Anna University
M. Tech. Computer Science and Engineering 2006 Dr. M.G.R. Educational and Research Institute
B. E. Computer Science and Engineering 2001 University of Madras

Certifications

  • Cisco Networking Academy Certification on “Introduction to Cyber Security course”.
  • ORACLE academy certification on “Database Programming with PL/SQL”.
  • Cisco Networking Academy Certification on MODULE – I in CCNA.

Major Research Interests:

  • Machine Learning
  • Time Series Analysis
  • Natural Language Processing
  • Computer Vision

Consultancy work:

  • Worked as subject matter expert with Sakshi Automation Solutions Private Limited in developing course contents as well as video lectures for NIT, Manipur for the subjects Data Mining & Big Data, Operating Systems, Computer Organization and Architecture.
  • Worked for M- Tutor as an external subject matter expert and helped them in preparing course contents for the subjects Compiler Design, Formal Languages and Automata, Artificial Intelligence.

Keynote Addresses/Invited Talks/Panel Memberships

  • Delivered a talk in the Webinar on “Time Series Analysis” for the students of Galgotias University Noida in the month of August 2021.
  • Panelist in the TV talk show for Dainik Jagran on the topic “Essential 21st Century Skills for Future Engineers – Problem Solving, Critical Thinking, Collaboration etc” in the month of July 2021.
  • Delivered a talk in the International Symposium AI for Social Good on the topic “AI for Human Comfort” hosted by Amrita School of Engineering, Amritapuri in the month of July 2021.
  • Delivered a talk on “ Artificial Intelligence for Governance” for the TamilNadu Governement Employees in December 2020.
  • Delivered a talk in the Webinar on “Insights in Computer Science” a session on “SIR a Time Series Model” hosted by Department of CSE, Amrita School of Engineering, Bengaluru in the month of  May 2020.

Courses Taught

  • Data Mining and Data Warehousing
  • Problem Solving and Algorithmic Thinking
  • Machine Learning
  • Natural Language Processing
  • Time Series Analysis
  • Compiler Design
  • Theory of Computation
  • Mathematical foundations for Computer Science
  • Data Preparation and Analysis
  • Elements of Computing
  • Foundations of Data Science

Research Scholars

  1. Mr. G. Bharathi Mohan
  2. Mr. R. Shenbagaraj
  3. Mr. Showri Rayalu  Bandanadam
Publications

Journal Article

Year : 2021

An empirical study on machine learning algorithms for heart disease prediction

Cite this Research Publication : R. Prasanna Kumar, “An empirical study on machine learning algorithms for heart disease prediction”, IAES International Journal of Artificial Intelligence , 2021.

Publisher : IAES International Journal of Artificial Intelligence

Year : 2021

Sequential feature selection for heart disease detection using random forest

Cite this Research Publication : R. Prasanna Kumar, “Sequential feature selection for heart disease detection using random forest”, Iraqi Journal of Science, 2021.

Publisher : Iraqi Journal of Science

Year : 2021

Grammar rule based sentiment analysis techniques for Tamil tweets classification using machine learning

Cite this Research Publication : R. Prasanna Kumar, “Grammar rule based sentiment analysis techniques for Tamil tweets classification using machine learning”, CNC- Computers, Materials & Continua, 2021.

Publisher : CNC- Computers, Materials & Continua

Year : 2020

Land Cover Mapping for LISS IV Multispectral Satellite Images Using Self Attention Convolutional Neural Network

Cite this Research Publication : T. .Vignesh and R. Prasanna Kumar, “Land Cover Mapping for LISS IV Multispectral Satellite Images Using Self Attention Convolutional Neural Network”, International Journal of Advanced Science and Technology, vol. 29, pp. 231 - 239, 2020.


Publisher : International Journal of Advanced Science and Technology

Year : 2020

Extractive summarization approach for news articles based on selective features

Cite this Research Publication : R. P. Chiney and R. Prasanna Kumar, “Extractive summarization approach for news articles based on selective features”, International Journal of Advanced Science and Technology, vol. 29, pp. 8215-8224, 2020.

Publisher : International Journal of Advanced Science and Technology

Year : 2017

A Survey on Real-Time Automated Gridlock Control System

Cite this Research Publication : R. Prasanna Kumar, “A Survey on Real-Time Automated Gridlock Control System”, International Journal of Innovative Research in Engineering & Management (IJIREM) , vol. 4, no. 1, 2017.

Publisher : International Journal of Innovative Research in Engineering & Management (IJIREM)

Year : 2017

Hazardous Gas Detection and Alerting Using Sensor

Cite this Research Publication : R. Prasanna Kumar, “Hazardous Gas Detection and Alerting Using Sensor”, International Journal of Innovative Research in Engineering & Management (IJIREM) , vol. 4, no. 1, 2017.

Publisher : International Journal of Innovative Research in Engineering & Management (IJIREM)

Year : 2015

Data Perturbation Techniques for Privacy Preservation in Association Rule Mining

Cite this Research Publication : T. Ravi and R. Prasanna Kumar, “Data Perturbation Techniques for Privacy Preservation in Association Rule Mining”, Australian Journal of Basic and Applied Sciences, vol. 9, no. 20, pp. 220-227, 2015.

Publisher : Australian Journal of Basic and Applied Sciences,

Year : 2014

A non synthetic data perturbation technique for privacy preservation in association rule mining

Cite this Research Publication : T. Ravi, R. Prasanna Kumar, and Napa, K. Kumar, “A non synthetic data perturbation technique for privacy preservation in association rule mining”, International Journal of Applied Engineering Research, vol. 9, no. 24, pp. 24311-24320, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2011

Enhancing Parallelism for K-Nearest Neighbor Query Pro- cessing using Customized Greedy Perimeter Stateless Routing in Wireless Sensor Networks

Cite this Research Publication : R. Prasanna Kumar, “Enhancing Parallelism for K-Nearest Neighbor Query Pro- cessing using Customized Greedy Perimeter Stateless Routing in Wireless Sensor Networks”, International Journal of Computer Science and Technology, vol. 2, no. 1, 2011.

Publisher : International Journal of Computer Science and Technology

Year : 2011

Quality of Service Based Trust Management System A Review

Cite this Research Publication : R. Prasanna Kumar, “Quality of Service Based Trust Management System A Review”, International Journal of Engineering Science and Technology , vol. 3, 2011.

Publisher : International Journal of Engineering Science and Technology

Year : 2010

Record Matching over Query Results using Fuzzy Ontological Document Clustering

Cite this Research Publication : R. Prasanna Kumar, “Record Matching over Query Results using Fuzzy Ontological Document Clustering”, 2010.


Publisher : IEEE Xplore

Conference Paper

Year : 2012

Coalescing Clustering and Classification

Cite this Research Publication : G. B. Mohan, R. Prasanna Kumar, and Ravi, T., “Coalescing Clustering and Classification”, in IET Chennai 3rd International on Sustainable Energy and Intelligent Systems (SEISCON 2012), Tiruchengode, India, 2012.

Publisher : (SEISCON 2012), IET

Year : 2010

FFT based data perturbation method in WSN routing

Cite this Research Publication : R. Prasanna Kumar and Ravi, T., “FFT based data perturbation method in WSN routing”, in 2010 IEEE International Conference on Computational Intelligence and Computing Research, Coimbatore, India, 2010.

Publisher : IEEE

Year : 2010

Classifier based duplicate record elimination for query results from web databases

Cite this Research Publication : G. Kalpana, R. Prasanna Kumar, and Ravi, T., “Classifier based duplicate record elimination for query results from web databases”, in Trendz in Information Sciences Computing(TISC2010), Chennai, India, 2010.

Publisher : IEEE

Conference Proceedings

Year : 2021

Machine Learning Technique for Identifying Face, Finger and Iris Image Using Hybrid Template Key Generation

Cite this Research Publication : R. Prasanna Kumar, “Machine Learning Technique for Identifying Face, Finger and Iris Image Using Hybrid Template Key Generation”, 2nd International E-Conference: Research Essential in Machine Learning and Computational Intelligence- In Association with Infrastructure University Kuala Lumpur (IUKL). 2021.

Publisher : 2nd International E-Conference: Research Essential in Machine Learning and Computational Intelligence-

Year : 2021

A Comprehensive Survey on Topic Modeling in Text Summarization

Cite this Research Publication : R. Prasanna Kumar, “A Comprehensive Survey on Topic Modeling in Text Summarization”, 5th International Conference on Micro-Electronics and Telecommunication Engineering, Springer book series on “Lecture Notes in Networks and Systems”. 2021.

Publisher : 5th International Conference on Micro-Electronics and Telecommunication Engineering, Springer book series on “Lecture Notes in Networks and Systems”.

Year : 2021

Land Use and Land Cover Classification Using Landsat-8 Multispectral Remote Sensing Images and Long Short-Term Memory-Recurrent Neural Network

Cite this Research Publication : R. Prasanna Kumar, “Land Use and Land Cover Classification Using Landsat-8 Multispectral Remote Sensing Images and Long Short-Term Memory-Recurrent Neural Network”, International Conference on Smart Grid and Electric Vehicle. 2021.

Publisher : International Conference on Smart Grid and Electric Vehicle

Year : 2021

Novel Enhanced Intelligent System for Optimal Selection of Virtual Machine in Cloud Using Analogous Particle Swarm Optimization

Cite this Research Publication : R. Prasanna Kumar, “Novel Enhanced Intelligent System for Optimal Selection of Virtual Machine in Cloud Using Analogous Particle Swarm Optimization”, 2nd International E-Conference: Research Essential in Machine Learning and Computational Intelligence- In Association with Infrastructure University Kuala Lumpur (IUKL). 2021.

Publisher : 2nd International E-Conference: Research Essential in Machine Learning and Computational Intelligence-

Year : 2021

Smart Wireless E-Passport with Secured Communication Technology

Cite this Research Publication : R. Prasanna Kumar, “Smart Wireless E-Passport with Secured Communication Technology””, International Conference on Smart Grid and Electric Vehicle. 2021.

Publisher : International Conference on Smart Grid and Electric Vehicle.

Year : 2015

A non-synthetic data perturbation technique for privacy preserving in association rule mining

Cite this Research Publication : R. Prasanna Kumar, “A non-synthetic data perturbation technique for privacy preserving in association rule mining”, 6th National Conference on Internet of Things - RING15. 2015.

Publisher : 6th National Conference on Internet of Things - RING15.

Year : 2015

Information Detection in Distributed System using Agents

Cite this Research Publication : R. Prasanna Kumar, “Information Detection in Distributed System using Agents”, International Conference on Computing, Communication and Advanced Networks. 2015.

Publisher : International Conference on Computing, Communication and Advanced Networks

Year : 2013

Synthetic Data Perturbation Techniques for Privacy Preservation in Association Rule Mining

Cite this Research Publication : T. Ravi, R. Prasanna Kumar, Napa, K. Kumar, and Ragu, G., “Synthetic Data Perturbation Techniques for Privacy Preservation in Association Rule Mining”, National Conference on Computing Communication and Information Technology, vol. 11. 2013.

Publisher : National Conference on Computing Communication and Information Technology

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