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Dr. (Col.) Kumar P. N.

Professor, Vice Chairperson

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

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

Book Chapter

Similarity Scores Evaluation in Social Networking Sites

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

Publisher : Proceedings of the International Conference on Soft Computing Systems (ICSCS)

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

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

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

Publisher : Data Management, Analytics and Innovation

Motion detection algorithm for surveillance videos

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

Publisher : Lecture Notes in Computational Vision and Biomechanics

Conference Paper

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 : International Conference on Soft Computing in Applied Engineering Sciences (ICSCASE)

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

Deep learning based pedestrian detection at all light conditions

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

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

Conference Proceedings

Similarity Scores Evaluation in Social Networking Sites

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

Publisher : Proceedings of the International Conference on Soft Computing Systems (ICSCS)

Agent based Modeling of Financial Markets

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

Publisher : IEEE International Conference on Computational Intelligence and Computing Research (Best paper award)

Shuffle Phase Optimization in Spark

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

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

Journal Article

A Postulatory Study on Portfolio Optimization Algorithms: A Survey

Authors : Dr. (Col.) Kumar P. N., S. Abijith, Renu, P., P. and Sachin, S

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

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)

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)

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

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

Publisher : International Journal of Engineering and Technology

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

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

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

Agent based model for market making in emerging stock markets

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

Publisher : International Journal of Applied Engineering Research

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

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

Cluster Computing Paradigms – A Comparative study of Evolving Frameworks

Authors : Vijay Krishna Menon, Dr. (Col.) Kumar P. N., A. N and Dr. (Col.) Kumar P. N

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

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

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 : International Conference on Soft Computing in Applied Engineering Sciences (ICSCASE)

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

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

Publisher : International Journal of Computer Science Issues (IJCSI )

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

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

Publisher : International Journal of Imaging Science and Engineering

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