Data sets in Matlab format


UCI Classification and Pattern Recognition Dataset

UCI Link: https://archive.ics.uci.edu  

These datasets include BUPA, dermatology, Diabetes, Ecoli, Glass, Heart, Iono, Iris, Lumphography, Lymph, PageBlock, parkingson, Pima, Sonar, TicTac, Vehicle, Waveform, WBC_P, WBCD, wind, Zoo. They are available in Matlab format (.mat). In (.mat) files, xapp_all matrix includes input features, yapp_all shows output targets and yapp_allC shows output targets with binary labeling. These datasetsare used in the below papers:

A winner-take-all approach to emotional neural networks with universal approximation property , Information Sciences, 2016. Access Link  

Brain emotional learning-based pattern recognizer, Cybernetics and Systems: An International Journal, 2013. Access Link

 


Geomagnetic activity Kp, AE and Dst indices Dataset

Link: http://omniweb.gsfc.nasa.gov  

These datasets include Kp, AE and Dst indices. They are available in Matlab format (.mat). These datasetsare used in the below papers and related information can be find there:

Adaptive brain emotional decayed learning for online prediction of geomagnetic activity indices, Neurocomputing (2013). Access Link  

 


Wind Power Forecasting Dataset

This datasetis used in the below papers and related information can be find there:

A winner-take-all approach to emotional neural networks with universal approximation property , Information Sciences, 2016. Access Link  

Wind power forecasting using emotional neural networks, In Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on Access Link