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 : 2019
A deep learning approach to electric energy consumption modeling
Authors : Dr. Binoy B. Nair, A. J. Balaji, and Ram, D. S. Harish
Publisher : IOS Press
A. J. Balaji, Ram, D. S. Harish, and Dr. Binoy B. Nair, “A deep learning approach to electric energy consumption modeling”, Journal of Intelligent and Fuzzy Systems, vol. 36, pp. 4049-4055, 2019.
Year : 2017
Clustering stock price time series data to generate stock trading recommendations: An empirical study
Authors : Dr. Binoy B. Nair, Dr. Sakthivel N. R., Kumar, P. K. Saravana, and Vipin, U.
Publisher : Expert Systems with Applications
Dr. Binoy B. Nair, Kumar, P. K. Saravana, Dr. Sakthivel N.R., and Vipin, U., “Clustering stock price time series data to generate stock trading recommendations: An empirical study”, Expert Systems with Applications, vol. 70, pp. 20 - 36, 2017.
Year : 2017
Application of clustering techniques for video summarization – An empirical study
Authors : Dr. Binoy B. Nair, A. A. John, and Kumar, P. N.
Publisher : Advances in Intelligent Systems and Computing, Springer Verlag
A. A. John, Dr. Binoy B. Nair, and 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 : 2016
Effect of kernel function in support vector machine for the fault diagnosis of pump
Authors : Dr. Sakthivel N. R., Dr. Saravana Murugan S., Dr. Binoy B. Nair, Dr. Elangovan M., Sugumaran, V.
Publisher : Journal of Engineering Science and Technology
Dr. Sakthivel N.R., Saravanamurugan, S., Dr. Binoy B. Nair, Elangovan, M., and Sugumaran, V., “Effect of Kernel Function in Support Vector Machine for the Fault Diagnosis of Pump”, Journal of Engineering Science and Technology, vol. 11, pp. 826-838, 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
Artificial intelligence applications in financial forecasting-a survey and some empirical results
Authors : Dr. Binoy B. Nair, Mohandas, V. P.
Publisher : IOS Press
Dr. Binoy B. Nair and Mohandas, V. P., “Artificial intelligence applications in financial forecasting-a survey and some empirical results”, Intelligent Decision Technologies, vol. 9, pp. 99-140, 2015.
Year : 2015
An intelligent recommender system for stock trading
Authors : Dr. Binoy B. Nair, Mohandas, V. P.
Publisher : IOS Press
Dr. Binoy B. Nair and Mohandas, V. P., “An intelligent recommender system for stock trading”, Intelligent Decision Technologies, vol. 9, pp. 243–269, 2015.
Year : 2015
Acoustic Signature Based Weld Quality Monitoring for SMAW Process Using Data Mining Algorithms
Authors : Dr. Binoy B. Nair, Dr. Ramesh Kumar K., Sumesh A., Dinu Thomas Thekkuden, K. and K. Mohandas
Publisher : Trans Tech Publications
A. Sumesh, Dinu Thomas Thekkuden, Dr. Binoy B. Nair, K. Ramesh Kumar, and K. Mohandas, “Acoustic Signature Based Weld Quality Monitoring for SMAW Process Using Data Mining Algorithms”, Applied Mechanics and Materials , vol. 813-814, pp. 1104-1113, 2015.
Year : 2015
GA-wavelet based multi-patient heart sound monitoring system
Authors : Dr. Binoy B. Nair
Publisher : International Journal of Applied Engineering Research
Dr. Binoy B. Nair, “GA-wavelet based multi-patient heart sound monitoring system”, International Journal of Applied Engineering Research, vol. 10, pp. 37469 - 37473, 2015.
Year : 2015
A Stock Trading Recommender System Based on Temporal Association Rule Mining
Authors : Dr. Binoy B. Nair, MOHANDAS, V. P., Nayanar, N., Teja, E. S. R., Vigneshwari, S., and Teja, K. V. N. S.
Publisher : SAGE Publications
Dr. Binoy B. Nair, MOHANDAS, V. P., Nayanar, N., Teja, E. S. R., Vigneshwari, S., and Teja, K. V. N. S., “A Stock Trading Recommender System Based on Temporal Association Rule Mining”, SAGE Open, vol. 5, 2015.
Year : 2014
Comparison of Dimensionality Reduction Techniques for the Fault Diagnosis of Mono Block Centrifugal Pump Using Vibration Signals
Authors : Dr. Sakthivel N. R., Dr. Binoy B. Nair, Dr. Saravana Murugan S., Dr. Elangovan M., and Sugumaran, V.
Publisher : Engineering Science and Technology
Dr. Sakthivel N.R., Dr. Binoy B. Nair, Dr. Elangovan M., Sugumaran, V., and Saravanamurugan, S., “Comparison of Dimensionality Reduction Techniques for the Fault Diagnosis of Mono Block Centrifugal Pump Using Vibration Signals”, Engineering Science and Technology, an International Journal, vol. 17, pp. 30 - 38, 2014.
Year : 2014
A GA-optimized SAX-ANN based Stock Level Prediction System
Authors : Dr. Binoy B. Nair, Xavier, N., Mohandas, V. P., Sathyapal, A., Anusree, E. G., Kumar, P., and Ravikumar, V.
Publisher : International Journal of Computer Applications
Dr. Binoy B. Nair, Xavier, N., Mohandas, V. P., Sathyapal, A., Anusree, E. G., Kumar, P., and Ravikumar, V., “A GA-optimized SAX-ANN based Stock Level Prediction System”, International Journal of Computer Applications, vol. 106, 2014.
Year : 2013
A temporal association rule mining based decision support system for stock trading
Authors : Dr. Binoy B. Nair, Mohandas, V. P., Varun, G., Chaitanya, I., K Krishna, S., S Karthik, M., and B Kumar, J. Vishnu
Publisher : International Research Journal of Finance and Economics
Dr. Binoy B. Nair, Mohandas, V. P., Varun, G., Chaitanya, I., K Krishna, S., S Karthik, M., and B Kumar, J. Vishnu, “A temporal association rule mining based decision support system for stock trading”, International Research Journal of Finance and Economics, vol. 117, pp. 67–79, 2013.
Year : 2012
Application of standalone system and hybrid system for fault diagnosis of centrifugal pump using time domain signals and statistical features
Authors : Dr. Sakthivel N. R., Dr. Binoy B. Nair, V., S., and Roy, R.
Publisher : International Journal of Data Mining, Modelling and Management
Dr. Sakthivel N.R., Dr. Binoy B. Nair, V., S., and Roy, R., “Application of standalone system and hybrid system for fault diagnosis of centrifugal pump using time domain signals and statistical features”, International Journal of Data Mining Modelling and Management, vol. 4, no. 1, pp. 74 - 104, 2012.
Year : 2012
Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump
Authors : Dr. Sakthivel N. R., Dr. Binoy B. Nair, .; V. Sugumaran;
Publisher : Applied Soft Computing
Dr. Sakthivel N.R., Sugumaran, V., and Dr. Binoy B. Nair, “Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump”, Applied Soft Computing, vol. 12, no. 1, pp. 196 - 203, 2012
Year : 2012
Soft computing approach to fault diagnosis of centrifugal pump
Authors : Dr. Sakthivel N. R., Dr. Binoy B. Nair, Sugumaran, V.
Publisher : Applied Soft Computing
Dr. Sakthivel N.R., Dr. Binoy B. Nair, and Sugumaran, V., “Soft computing approach to fault diagnosis of centrifugal pump”, Applied Soft Computing, vol. 12, pp. 1574 - 1581, 2012.
Year : 2011
A GA-artificial neural network hybrid system for financial time series forecasting
Authors : Dr. Binoy B. Nair, Sai, S. G., Naveen, A. N., Lakshmi, A., Venkatesh, G. S., and Mohandas, V. P.
Publisher : Communications in Computer and Information Science
Dr. Binoy B. Nair, Sai, S. G., Naveen, A. N., Lakshmi, A., Venkatesh, G. S., and Mohandas, V. P., “A GA-artificial neural network hybrid system for financial time series forecasting”, Communications in Computer and Information Science, vol. 147 CCIS, pp. 499-506, 2011.
Year : 2011
Predicting stock market trends using hybrid ant-colony-based data mining algorithms: an empirical validation on the Bombay Stock Exchange
Authors : Dr. Binoy B. Nair, Dr. Sakthivel N. R., Mohandas, V. P.
Publisher : International Journal of Business Intelligence and Data Mining
Dr. Binoy B. Nair, Mohandas, V. P., and Dr. Sakthivel N.R., “Predicting stock market trends using hybrid ant-colony-based data mining algorithms: an empirical validation on the Bombay Stock Exchange”, International Journal of Business Intelligence and Data Mining, vol. 6, pp. 362-381, 2011.
Year : 2011
Decision support system using artificial immune recognition system for fault classification of centrifugal pump
Authors : Dr. Sakthivel N. R., Dr. Binoy B. Nair, Sugumaran, V., and Rai, R. S.
Publisher : International Journal of Data Analysis Techniques and Strategies
Dr. Sakthivel N.R., Dr. Binoy B. Nair, Sugumaran, V., and Rai, R. S., “Decision support system using artificial immune recognition system for fault classification of centrifugal pump”, International Journal of Data Analysis Techniques and Strategies, vol. 3, pp. 66-84, 2011.
Year : 2011
A Novel Feature Selection method for Fault Detection and Diagnosis of Control Valves
Authors : Dr. Binoy B. Nair, Preetam, M. T. Vamsi, Panicker, V. R., Kumar, G., and Tharanya, A.
Publisher : Citeseer
Dr. Binoy B. Nair, Preetam, M. T. Vamsi, Panicker, V. R., Kumar, G., and Tharanya, A., “A Novel Feature Selection method for Fault Detection and Diagnosis of Control Valves”, International Journal of Computer Science Issues, 2011.
Year : 2011
Use of histogram features for decision tree-based fault diagnosis of monoblock centrifugal pump
Authors : Dr. Sakthivel N. R., Dr. Binoy B. Nair, Indira, V., and Sugumaran, V.
Publisher : International Journal of Granular Computing, Rough Sets and Intelligent Systems
Dr. Sakthivel N.R., Indira, V., Dr. Binoy B. Nair, and Sugumaran, V., “Use of histogram features for decision tree-based fault diagnosis of monoblock centrifugal pump”, International Journal of Granular Computing, Rough Sets and Intelligent Systems, vol. 2, pp. 23-36, 2011.
Year : 2010
Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump
Authors : Dr. Sakthivel N. R., Dr. Binoy B. Nair, Sugumaran, V
Publisher : Mechanical Systems and Signal Processing
Dr. Sakthivel N.R., Sugumaran, V., and Dr. Binoy B. Nair, “Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump”, Mechanical Systems and Signal Processing, vol. 24, pp. 1887 - 1906, 2010.
Year : 2010
Application of Support Vector Machine (SVM) and Proximal Support Vector Machine (PSVM) for fault classification of monoblock centrifugal pump
Authors : Dr. Sakthivel N. R., Dr. Binoy B. Nair, V. Sugumaran
Publisher : International Journal of Data Analysis Techniques and Strategies
Dr. Sakthivel N.R., Sugumaran, V., and Dr. Binoy B. Nair, “Application of Support Vector Machine (SVM) and Proximal Support Vector Machine (PSVM) for fault classification of monoblock centrifugal pump”, International Journal of Data Analysis Techniques and Strategies, vol. 2, pp. 38-61, 2010.
Year : 2010
A genetic algorithm optimized decision tree-SVM based stock market trend prediction system
Authors : Dr. Binoy B. Nair, Dr. Sakthivel N. R., Dr. Mohandas V. P.
Publisher : International Journal on Computer Science and Engineering
Dr. Binoy B. Nair, Mohandas, V. P., and Dr. Sakthivel N.R., “A genetic algorithm optimized decision tree-SVM based stock market trend prediction system”, International Journal on Computer Science and Engineering, vol. 2, pp. 2981–2988, 2010.
Year : 2010
A decision tree—rough set hybrid system for stock market trend prediction
Authors : Dr. Binoy B. Nair, Dr. Sakthivel N. R., Mohandas, V. P.
Publisher : International Journal of Computer Applications, International Journal of Computer Applications
Dr. Binoy B. Nair, Mohandas, V. P., and Dr. Sakthivel N.R., “A decision tree—rough set hybrid system for stock market trend prediction”, International Journal of Computer Applications, vol. 6, pp. 1–6, 2010.