/PhD_code

r and matlab code, datasets, published papers for my phd study 2011-2015

Primary LanguageMATLABGNU General Public License v3.0GPL-3.0

Annoucement

No more support on matlab code due to no matlab license and project migration. I strongly suggest you to install the free software R and Rstudio for

PhD_code

r and matlab code (only on EMD/EEMD), datasets, published papers for my phd study 2011-2015

This includes:

  • AdaBoost: adaboost functions

    • adaboostM1: classification
    • adaboostM2: classification
    • adaboostR2: regression
    • adaboostRPlus: regression
    • adaboostRT: regression
    • Big error margin boost: regression

  • CIEL2013: IEEE International Symposium of Computational Intelligence on Ensemble Learning

  • CIEL2014: IEEE International Symposium of Computational Intelligence on Ensemble Learning

  • FUZZ2013: IEEE International Symposium on Fuzzy system

  • JPEE2014: Journal of Power and Energy Engineering

  • Method: some machine learning methods

    • ARIMA
    • DENFIS
    • KNN
    • ANN
    • RF
    • SVM

  • misc: some other function

    • Cross validation
    • Outlier
    • Preprocessing
    • Postprocessing

  • TNNLS2015: IEEE trans. neural network and learning systems

  • Infomation Sciences 2016: Elsevier trans.

  • matlab-src: some matlab code pre 2013. obsolete due to insufficient license checkout

  • RVFL: rvfl code for Information sciences and other projects

references:

please refer to my_publication.bib for more details