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en:software [2019/05/22 00:23] tdenoeuxen:software [2023/09/19 19:55] (current) – [evclass: R package for evidential classification] tdenoeux
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 ====== Software ====== ====== Software ======
-Some of the Matlab and R programs that I have recently developed can now be downloaded from this page. These programs are for non commercial use only. A readme file is provided when necessary. Each file is commented so as to be, in principle, self-explanatory. Please do not hesitate to contact me if you have any question. This page will be continuously updated. 
  
 +===== R packages =====
  
-=====  evclust: package for evidential clustering ===== +The following packages are available from [[https://cran.r-project.org|CRAN]].
  
-  * [[https://cran.r-project.org/web/packages/evclust/index.html|evclust 1.0.2 on the CRAN web site]] +====  evclustR package for evidential clustering ==== 
  
-=====  evclassR package for evidential distance-based classification ===== +  * [[https://cran.r-project.org/web/packages/evclust/index.html|evclust 2.0.2 on CRAN]] 
  
-  * [[https://cran.r-project.org/web/packages/evclass/index.html|evclass 1.1.0 on the CRAN web site]]+====  evclassR package for evidential classification ==== 
  
-===== Evidential clustering (MATLAB) =====+  * [[https://cran.r-project.org/web/packages/evclass/index.html|evclass 2.0.1 on CRAN]] 
 + 
 +====  evreg: R package for evidential regression ==== 
 + 
 +  * [[https://cran.r-project.org/web/packages/evreg/index.html|evreg 1.0.2 on CRAN]] 
 + 
 + 
 +===== Matlab software ===== 
 + 
 +Some of the Matlab programs that I have developed over the years (before I switched to R) can be downloaded from this page. These programs are for non commercial use only. They are no longer maintained and are provided as is. A readme file is provided when necessary. Each file is commented to be, in principle, self-explanatory. Please do not hesitate to contact me if you have any question.  
 + 
 + 
 +==== Evidential clustering (MATLAB) ====
   * [[en:software:cecm|Constained Evidential c-means (CECM)]]    * [[en:software:cecm|Constained Evidential c-means (CECM)]] 
   * [[en:software:recm|Relational Evidential c-means (RECM)]]   * [[en:software:recm|Relational Evidential c-means (RECM)]]
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   * [[en:software:evclus|Evidential clustering of proximity data (EVCLUS)]]   * [[en:software:evclus|Evidential clustering of proximity data (EVCLUS)]]
  
-===== Evidential classification and regression (MATLAB) =====+==== Evidential classification and regression (MATLAB) ====
   * [[en:software:k-nn|Evidential distance-based classifier (k-NN version)]]   * [[en:software:k-nn|Evidential distance-based classifier (k-NN version)]]
   * [[en:software:belief_nn|Evidential distance-based classifier (neural-network version)]]   * [[en:software:belief_nn|Evidential distance-based classifier (neural-network version)]]
   * [[en:software:edc|Evidential distance-based classifier (arbitrary class labels)]]   * [[en:software:edc|Evidential distance-based classifier (arbitrary class labels)]]
   * [[en:software:tbm_clas|Evidential distance-based classifier with adaptable metric (beta version)]]   * [[en:software:tbm_clas|Evidential distance-based classifier with adaptable metric (beta version)]]
-  * [[en:software:tbm_reg|Evidential regression]]+  * [[en:software:tbm_reg|Evidential regression (k-nearest neighbor approach)]]
  
-===== Fuzzy and Evidential EM algorithm (MATLAB) =====+==== Fuzzy and Evidential EM algorithm (MATLAB) ====
   * [[en:software:e2m|Evidential EM (E2M) algorithm]]    * [[en:software:e2m|Evidential EM (E2M) algorithm]] 
   * [[en:software:fem|Fuzzy EM (FEM) algorithm]]    * [[en:software:fem|Fuzzy EM (FEM) algorithm]] 
  
-===== Approximation of belief functions (MATLAB) =====+==== Approximation of belief functions (MATLAB) ====
   * [[en:software:approx|Clustering approximation of belief functions]]   * [[en:software:approx|Clustering approximation of belief functions]]
   * [[en:software:approx_coars|Coarsening approximation of belief functions]]   * [[en:software:approx_coars|Coarsening approximation of belief functions]]
  
-===== Interval-valued and fuzzy data analysis (MATLAB) =====+==== Interval-valued and fuzzy data analysis (MATLAB) ====
   * [[en:software:fpca|Fuzzy Principal Component Analysis]]   * [[en:software:fpca|Fuzzy Principal Component Analysis]]
   * [[en:software:mdsi|Multidimensional Scaling (MDS) of interval-valued dissimilarity data]]   * [[en:software:mdsi|Multidimensional Scaling (MDS) of interval-valued dissimilarity data]]
  
-===== Other =====+==== Other ====
   * [[en:software:smets|Philippe Smets's FMT Toolbox]]   * [[en:software:smets|Philippe Smets's FMT Toolbox]]
   * [[en:software:ibs|Interval-valued belief structures]]   * [[en:software:ibs|Interval-valued belief structures]]

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