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Dr. (Col.) Kumar P. N.

Chairperson, Professor

Dr. (Col.) Kumar P. N. currently serves as Chairperson and Professor at the department of Computer Science and Engineering, Amrita School of Engineering and Head – Students Affairs, Coimbatore Campus. 

Qualification: BE, M.Tech, Ph.D
pn_kumar@cb.amrita.edu
Research Interest: Agent Based Modeling of Financial Markets, Business Intelligence, Data Analytics

Bio Publications
Bio

Dr. (Col.) P. N. Kumar currently serves as Chairperson and Professor at the department of Computer Science and Engineering, Amrita School of Engineering and Head – Students Affairs, Coimbatore Campus. His areas of research include Data Analytics, Business intelligence and Agent based modeling of Financial Markets.

 

Publications

Journal Article

Year : 2019

Classifier Based Stock Trading Recommender Systems for Indian stocks: An Empirical Evaluation

Authors : Dr. Binoy B. Nair, Dr. (Col.) Kumar P. N., V. Vismayaa, Pooja, K. R., Alekhya, A., and Malavika, C. N.

Publisher : Computational Economics

V. Vismayaa, Pooja, K. R., Alekhya, A., Malavika, C. N., Dr. Binoy B. Nair, and Dr. (Col.) Kumar P. N., “Classifier Based Stock Trading Recommender Systems for Indian stocks: An Empirical Evaluation”, Computational Economics, 2019.

Year : 2017

Preventive System Against Cyber Bulling Using Topic Modeling Algorithm

Authors : Subathra P., Dr. (Col.) Kumar P. N., Thiyaneswaran, V

Publisher : Journal of Advanced Research in Dynamical and Control Systems

Subathra P., Thiyaneswaran, V., and Dr. (Col.) Kumar P. N., “Preventive System Against Cyber Bulling Using Topic Modeling Algorithm”, Journal of Advanced Research in Dynamical and Control Systems, pp. 287-296, 2017.

Year : 2017

Performance Analysis of Topic Modeling Algorithms for News Articles

Authors : Subathra P., Dr. (Col.) Kumar P. N., T. Rajasundari

Publisher : Journal of Advanced Research in Dynamical and Control Systems

T. Rajasundari, Subathra P., and Dr. (Col.) Kumar P. N., “Performance Analysis of Topic Modeling Algorithms for News Articles”, Journal of Advanced Research in Dynamical and Control Systems, vol. 2017, pp. 175-183, 2017.

Year : 2016

Browsing Behavioral Analysis Using Topic Modeling”, International Conference Soft Computing Systems

Authors : Dr. (Col.) Kumar P. N., M. Anagha R., Aiswarya, V. and Subathra, P

Publisher : International Conference Soft Computing Systems”, ICSCS-2016

M. Anagha R., Aiswarya, V., Subathra, P., and Dr. (Col.) Kumar P. N., “Browsing Behavioral Analysis Using Topic Modeling”, International Conference Soft Computing Systems”, International Conference Soft Computing Systems”, ICSCS-2016, 2016.

Year : 2016

Cluster Computing Paradigms – A Comparative study of Evolving Frameworks

Authors : Vijay Krishna Menon, Dr. (Col.) Kumar P. N., N., Anila;

Publisher : IJCTA, (International Conference Soft Computing Systems, ICSCS-2016)

A. N., Vijay Krishna Menon, and Dr. (Col.) Kumar P. N., “Cluster Computing Paradigms – A Comparative study of Evolving Frameworks”, IJCTA, (International Conference Soft Computing Systems, ICSCS-2016), vol. 8, pp. 1911-1916, 2016.

Year : 2016

Forecasting Short-Term Stock Prices using Sentiment Analysis and Artificial Neural Networks

Authors : Dr. Binoy B. Nair, Dr. (Col.) Kumar P. N., R., P. Sidharth, Mudra, S. Lopa, Vijayalakshmi, K., Sai, G. R., and J., R

Publisher : Journal of Chemical and Pharmaceutical Sciences

Dr. Binoy B. Nair, “Forecasting short-term stock prices using sentiment analysis and Artificial Neural Networks”, Journal of Chemical and Pharmaceutical Sciences , vol. 9, no. 1, pp. 533 - 536, 2016.

Year : 2015

A Postulatory Study on Portfolio Optimization Algorithms: A Survey

Authors : Dr. (Col.) Kumar P. N., Abijith, Sankar; Renu, Parameswaran; Sachin, P. Shenoi;

Publisher : Research Journal of Applied Sciences, Engineering and Technology, (RJASET)

S. Abijith, Renu, P., P. Sachin, S., and Dr. (Col.) Kumar P. N., “A Postulatory Study on Portfolio Optimization Algorithms: A Survey”, Research Journal of Applied Sciences, Engineering and Technology, (RJASET), vol. 11, pp. 988-993, 2015.

Year : 2015

Analysis and Performance of Collaborative Filtering and Classification Algorithms

Authors : Subathra P., Dr. (Col.) Kumar P. N., S. Jaysri, and Priyadharshini, J.

Publisher : International Journal of Applied Engineering Research, Research India Publications

S. Jaysri, Priyadharshini, J., Subathra P., and Dr. (Col.) Kumar P. N., “Analysis and Performance of Collaborative Filtering and Classification Algorithms”, International Journal of Applied Engineering Research, vol. 10, pp. 24529-24540, 2015.

Year : 2015

Agent based model for market making in emerging stock markets

Authors : Dr. (Col.) Kumar P. N., P., Balasubramanian

Publisher : International Journal of Applied Engineering Research, Research India Publications

Dr. (Col.) Kumar P. N. and P., B., “Agent based model for market making in emerging stock markets”, International Journal of Applied Engineering Research, vol. 10, pp. 8349-8364, 2015.

Year : 2015

Big Data Analytics: A Supervised Approach for Sentiment Classification Using Mahout-An Illustration

Authors : Dr. (Col.) Kumar P. N., U. Jaswanth

Publisher : International Journal of Applied Engineering Research (IJAER)

U. Jaswanth and Dr. (Col.) Kumar P. N., “Big Data Analytics: A Supervised Approach for Sentiment Classification Using Mahout-An Illustration ”, International Journal of Applied Engineering Research (IJAER), vol. 10, pp. 13447-13457, 2015.

Year : 2015

An Analysis on the Performance Evaluation of Collaborative Filtering Algorithms Using Apache Mahout

Authors : Subathra P., Dr. (Col.) Kumar P. N., L. K. Devi and Amrita, R.

Publisher : International Journal of Applied Engineering Research (IJAER)

L. K. Devi, Amrita, R., Subathra P., and Dr. (Col.) Kumar P. N., “An Analysis on the Performance Evaluation of Collaborative Filtering Algorithms Using Apache Mahout”, International Journal of Applied Engineering Research (IJAER), vol. 10, pp. 14797-14812, 2015.

Year : 2013

Implementing an agent based artificial stock market model in JADE – an illustration

Authors : Dr. (Col.) Kumar P. N., Mohandas V.P; K. Abinaya; S. Vennilla; R. Rupika

Publisher : International Journal of Engineering and Technology

Dr. (Col.) Kumar P. N., V.P, M., Abinaya, K., Vennilla, S., and Rupika, R., “Implementing an agent based artificial stock market model in JADE - an illustration”, International Journal of Engineering and Technology, vol. 5, pp. 2636-2648, 2013.

Year : 2011

A survey of agent based artificial stock markets (Continuous session models)

Authors : Dr. (Col.) Kumar P. N., Amritha, T., Ram, S. V. Gowtham, S. Krishna, H., Karthika, M. N., and Mohandas, V. P

Publisher : International Research Journal of Finance and Economics

Dr. (Col.) Kumar P. N., Amritha, T., Ram, S. V. Gowtham, S. Krishna, H., Karthika, M. N., and Mohandas, V. P., “A Survey of Agent based Artificial Stock Markets (Continuous Session Models)”, International Research Journal of Finance and Economics, vol. 64, pp. 126-139, 2011.

Year : 2010

A Methodology for Aiding Investment Decision between Assets in Stock Markets Using Artificial Neural Network

Authors : Dr. (Col.) Kumar P. N., Dr. P. Balasubramanian, G. Seshadri, R., Hariharan, A., Mohandas, V. P.

Publisher : IJCSI

Dr. (Col.) Kumar P. N., G. Seshadri, R., Hariharan, A., Mohandas, V. P., and Dr. P. Balasubramanian, “A Methodology for Aiding Investment Decision between Assets in Stock Markets Using Artificial Neural Network”, International Journal of Computer Science Issues (IJCSI ), vol. 7, no. 6, 2010.

Year : 2010

Financial Market Analysis of Bombay Stock Exchange using an Agent Based Model

Authors : Dr. (Col.) Kumar P. N., Dr. P. Balasubramanian, G. Seshadri, R., Hariharan, A., Mohandas, V. P.

Publisher : International Journal of Imaging Science and Engineering

Dr. (Col.) Kumar P. N., G. Seshadri, R., Hariharan, A., Mohandas, V. P., and Dr. P. Balasubramanian, “Financial Market Analysis of Bombay Stock Exchange using an Agent Based Model”, International Journal of Imaging Science and Engineering, vol. 8, 2010.

Conference Paper

Year : 2020

Implementation of Blockchain-Based Blood Donation Framework

Authors : Dr. (Col.) Kumar P. N., Dr. Dhanya N. M., Sivakamy Lakshminarayanan;

Publisher : IFIP Advances in Information and Communication Technology

S. Lakshminarayanan, Dr. (Col.) Kumar P. N., and Dhanya N. M., “Implementation of Blockchain-Based Blood Donation Framework”, in IFIP Advances in Information and Communication Technology, 2020, vol. 578, pp. 276–290.

Year : 2019

Deep learning based pedestrian detection at all light conditions

Authors : Dr. (Col.) Kumar P. N., Chebrolu, K.N.R.;

Publisher : Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019

K. N. R. Chebrolu and Dr. (Col.) Kumar P. N., “Deep Learning based Pedestrian Detection at all Light Conditions”, in Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019, 2019, pp. 838-842.

Year : 2016

Performance Evaluation of Sentiment Classification using Query Strategies in a Pool Based Active Learning Scenario

Authors : Subathra P., Dr. (Col.) Kumar P. N., Lakshmi Devi, K.;

Publisher : Advances in Intelligent Systems and Computing

L. K. Devi, Subathra P., and Dr. (Col.) Kumar P. N., “Performance Evaluation of Sentiment Classification using Query Strategies in a Pool Based Active Learning Scenario”, in Advances in Intelligent Systems and Computing, 2016, vol. 412, pp. 65-75.

Year : 2008

Inductance calculation of 8/6 switched reluctance motor

Authors : Dr. (Col.) Kumar P. N., Dr. Isha T. B

Publisher : 2008 Joint International Conference on Power System Technology POWERCON and IEEE Power India Conference, POWERCON 2008

Dr. (Col.) Kumar P. N. and Dr. Isha T. B., “Inductance calculation of 8/6 switched reluctance motor”, in 2008 Joint International Conference on Power System Technology POWERCON and IEEE Power India Conference, POWERCON 2008, New Delhi, 2008.

Conference Proceedings

Year : 2019

Big Data Analytics: A Trading Strategy of NSE Stocks Using Bollinger Bands Analysis

Authors : Dr. (Col.) Kumar P. N., Dr. P. Balasubramanian, Parambalath G., Mahesh E.

Publisher : Advances in Intelligent Systems and Computing

Dr. (Col.) Kumar P. N., Parambalath, G., Mahesh, E., and Balasubramanian, P., “Big Data Analytics: A Trading Strategy of NSE Stocks Using Bollinger Bands Analysis”, in Advances in Intelligent Systems and Computin, vol. 839, 2019, pp. 143-154.

Year : 2017

Application of Clustering Techniques for Video Summarization – An Empirical Study

Authors : Dr. Binoy B. Nair, Dr. (Col.) Kumar P. N., John, Alvina;

Publisher : Advances in Intelligent Systems and Computing

A. John, Dr. Binoy B. Nair, and Dr. (Col.) Kumar P. N., “Application of Clustering Techniques for Video Summarization – An Empirical Study”, Advances in Intelligent Systems and Computing, vol. 573. pp. 494-506, 2017.

Year : 2017

Shuffle Phase Optimization in Spark

Authors : Dr. (Col.) Kumar P. N.

Publisher : International Conference on Advances in Computing, Communications and Informatics

Dr. (Col.) Kumar P. N. and , “Shuffle Phase Optimization in Spark”, International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017’. pp. 1028-1034 , 2017.

Year : 2015

Tweet Sentiment Classification Using an Ensemble of Machine Learning Supervised Classifiers Employing Statistical Feature Selection Methods

Authors : Subathra P., Dr. (Col.) Kumar P. N., Lakshmi Devi, K.; Ravi V., Das S; Panigrahi B.K.

Publisher : Advances in Intelligent Systems and Computing

L. K. Devi, Subathra P., Dr. (Col.) Kumar P. N., V., D. S. Ravi, and B.K., P., “Tweet Sentiment Classification Using an Ensemble of Machine Learning Supervised Classifiers Employing Statistical Feature Selection Methods”, Advances in Intelligent Systems and Computing, vol. 415. Springer Verlag, pp. 1-13, 2015.

Year : 2010

Agent based Modeling of Financial Markets

Authors : Dr. (Col.) Kumar P. N., Dr. P. Balasubramanian, G. Seshadri, R., Hariharan, A., Mohandas, V. P., and Dr. P. Balasubramanian

Publisher : IEEE Explore

Dr. (Col.) Kumar P. N., G. Seshadri, R., Hariharan, A., Mohandas, V. P., and Dr. P. Balasubramanian, “Agent based Modeling of Financial Markets”, IEEE International Conference on Computational Intelligence and Computing Research (Best paper award), vol. 2. IEEE Explore , 2010.

Book Chapter

Year : 2019

Motion detection algorithm for surveillance videos

Authors : Dr. (Col.) Kumar P. N., Srenithi, M

Publisher : Lecture Notes in Computational Vision and Biomechanics

M. Srenithi and Dr. (Col.) Kumar P. N., “Motion Detection Algorithm for Surveillance Videos”, in Lecture Notes in Computational Vision and Biomechanics, Book Chapter-2019, vol. 30, Springer Netherlands, 2019, pp. 955-964.

Year : 2018

Traffic density analysis employing locality sensitive hashing on GPS data and image processing techniques

Authors : Dr. (Col.) Kumar P. N., K. Sowmya

Publisher : Lecture Notes in Computational Vision and Biomechanics

K. Sowmya and Dr. (Col.) Kumar P. N., “Traffic Density Analysis Employing Locality Sensitive Hashing on GPS Data and Image Processing Techniques”, in Lecture Notes in Computational Vision and Biomechanics, vol. 28, Springer Netherlands, 2018, pp. 959-971.

Year : 2016

Similarity Scores Evaluation in Social Networking Sites

Authors : Dr. (Col.) Kumar P. N., Subathra P., Ravindran .

Publisher : Advances in Intelligent Systems and Computing.

A. Ravindran, Kumar, P. N., and Subathra P., “Similarity Scores Evaluation in Social Networking Sites”, in Advances in Intelligent Systems and Computing, vol. 398, 2016, pp. 601 - 614.

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