Year : 2019
Classifier Based Stock Trading Recommender Systems for Indian stocks: An Empirical Evaluation
Cite this Research Publication : 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.
Publisher : Computational Economics
Year : 2019
A deep learning approach to electric energy consumption modeling
Cite this Research Publication : 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.
Publisher : IOS Press
Year : 2017
Clustering stock price time series data to generate stock trading recommendations: An empirical study
Cite this Research Publication : 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.
Publisher : Expert Systems with Applications
Year : 2017
Application of clustering techniques for video summarization – An empirical study
Cite this Research Publication : 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.
Publisher : Advances in Intelligent Systems and Computing, Springer Verlag
Year : 2016
Effect of kernel function in support vector machine for the fault diagnosis of pump
Cite this Research Publication : 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.
Publisher : Journal of Engineering Science and Technology
Year : 2016
Forecasting Short-Term Stock Prices using Sentiment Analysis and Artificial Neural Networks
Cite this Research Publication : 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.
Publisher : Journal of Chemical and Pharmaceutical Sciences
Year : 2015
Artificial intelligence applications in financial forecasting-a survey and some empirical results
Cite this Research Publication : 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.
Publisher : IOS Press
Year : 2015
An intelligent recommender system for stock trading
Cite this Research Publication : Dr. Binoy B. Nair and Mohandas, V. P., “An intelligent recommender system for stock trading”, Intelligent Decision Technologies, vol. 9, pp. 243–269, 2015.
Publisher : IOS Press
Year : 2015
Acoustic Signature Based Weld Quality Monitoring for SMAW Process Using Data Mining Algorithms
Cite this Research Publication : 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.
Publisher : Trans Tech Publications
Year : 2015
GA-wavelet based multi-patient heart sound monitoring system
Cite this Research Publication : 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.
Publisher : International Journal of Applied Engineering Research
Year : 2015
A Stock Trading Recommender System Based on Temporal Association Rule Mining
Cite this Research Publication : 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.
Publisher : SAGE Publications
Year : 2014
Comparison of Dimensionality Reduction Techniques for the Fault Diagnosis of Mono Block Centrifugal Pump Using Vibration Signals
Cite this Research Publication : 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.
Publisher : Engineering Science and Technology
Year : 2014
A GA-optimized SAX-ANN based Stock Level Prediction System
Cite this Research Publication : 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.
Publisher : International Journal of Computer Applications
Year : 2013
A temporal association rule mining based decision support system for stock trading
Cite this Research Publication : 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.
Publisher : International Research Journal of Finance and Economics
Year : 2012
Application of standalone system and hybrid system for fault diagnosis of centrifugal pump using time domain signals and statistical features
Cite this Research Publication : 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.
Publisher : International Journal of Data Mining, Modelling and Management
Year : 2012
Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump
Cite this Research Publication : 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
Publisher : Applied Soft Computing
Year : 2012
Soft computing approach to fault diagnosis of centrifugal pump
Cite this Research Publication : 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.
Publisher : Applied Soft Computing
Year : 2012
Application of Stand Alone System and hybrid System for Fault Diagnosis of Centrifugal Pump using time domain features and Statistical Features
Cite this Research Publication : S. N.R, R.S, R., V, S., and B.Nair, B., “Application of Stand Alone System and hybrid System for Fault Diagnosis of Centrifugal Pump using time domain features and Statistical Features”, International Journal of Data Mining,Modelling and Management, vol. 4, no. 1, pp. 74-104, 2012.
Publisher : International Journal of Data Mining,Modelling and Management
Year : 2011
A GA-artificial neural network hybrid system for financial time series forecasting
Cite this Research Publication : 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.
Publisher : Communications in Computer and Information Science
Year : 2011
Predicting stock market trends using hybrid ant-colony-based data mining algorithms: an empirical validation on the Bombay Stock Exchange
Cite this Research Publication : 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.
Publisher : International Journal of Business Intelligence and Data Mining
Year : 2011
Decision support system using artificial immune recognition system for fault classification of centrifugal pump
Cite this Research Publication : 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.
Publisher : International Journal of Data Analysis Techniques and Strategies
Year : 2011
A Novel Feature Selection method for Fault Detection and Diagnosis of Control Valves
Cite this Research Publication : 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.
Publisher : Citeseer
Year : 2011
Use of histogram features for decision tree-based fault diagnosis of monoblock centrifugal pump
Cite this Research Publication : 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.
Publisher : International Journal of Granular Computing, Rough Sets and Intelligent Systems
Year : 2010
Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump
Cite this Research Publication : 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.
Publisher : Mechanical Systems and Signal Processing
Year : 2010
Application of Support Vector Machine (SVM) and Proximal Support Vector Machine (PSVM) for fault classification of monoblock centrifugal pump
Cite this Research Publication : 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.
Publisher : International Journal of Data Analysis Techniques and Strategies
Year : 2010
A genetic algorithm optimized decision tree-SVM based stock market trend prediction system
Cite this Research Publication : 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.
Publisher : International Journal on Computer Science and Engineering
Year : 2010
A decision tree—rough set hybrid system for stock market trend prediction
Cite this Research Publication : 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.
Publisher : International Journal of Computer Applications, International Journal of Computer Applications