
R
 Referenced in 3146 articles
[sw00771]
 modelling, classical statistical tests, timeseries analysis, classification, clustering, ...) and graphical techniques, and is highly...

LIBSVM
 Referenced in 622 articles
[sw04879]
 solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed...

SVMlight
 Referenced in 223 articles
[sw04076]
 large range of problems, including text classification [Joachims, 1999c][Joachims, 1998a], image recognition tasks, bioinformatics...

mclust
 Referenced in 125 articles
[sw00563]
 Normal Mixture Modeling for ModelBased Clustering, Classification, and Density Estimation , Normal Mixture Modeling fitted ... algorithm for ModelBased Clustering, Classification, and Density Estimation, including Bayesian regularization...

CUTE
 Referenced in 151 articles
[sw14681]
 Additionally, as each problem includes a specific classification that is designed to be useful...

cran
 Referenced in 137 articles
[sw04351]
 nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc. Please consult the R project...

MINTO
 Referenced in 126 articles
[sw04587]
 programming relaxations. It also provides automatic constraint classification, preprocessing, primal heuristics and constraint generation. Moreover...

DistAl
 Referenced in 88 articles
[sw01746]
 attractive framework for the design of pattern classification systems. A new constructive neural network learning ... favorably with other learning algorithms for pattern classification...

SnapPea
 Referenced in 118 articles
[sw06873]
 hints on the distribution and on possible classification schemes for hyperbolic 3manifolds, besides giving...

UTA Plus
 Referenced in 108 articles
[sw16225]
 problems of choice or of multi criteria classification on set A of actions. It constructs...

NIMBUS
 Referenced in 62 articles
[sw04339]
 described. The algorithm is based on the classification of objective functions. At each iteration ... allowed to change freely. According to the classification, a new (multiobjective) optimization problem is formed...

SIMPLIcity
 Referenced in 80 articles
[sw14893]
 image retrieval system, which uses semantics classification methods, a waveletbased approach for feature extraction...

KEEL
 Referenced in 78 articles
[sw06791]
 problems of various kinds including as regression, classification, unsupervised learning, etc. It includes evolutionary learning...

SimpleMKL
 Referenced in 45 articles
[sw12290]
 SimpleMKL can be applied beyond binary classification, for problems like regression, clustering (oneclass classification ... multiclass classification. Experimental results show that the proposed algorithm converges rapidly and that its efficiency ... some model selection problems related to multiclass classification problems...

CRACK
 Referenced in 54 articles
[sw07754]
 Applications of CRACK in the classification of integrable systems. The classifications of integrable systems...

SLIQ
 Referenced in 42 articles
[sw11759]
 fast scalable classifier for data mining. Classification is an important problem in the emerging field ... data mining. Although classification has been studied extensively in the past, most of the classification ... breadthfirst tree growing strategy to enable classification of diskresident datasets. SLIQ also uses...

randomForest
 Referenced in 48 articles
[sw10639]
 Breiman and Cutler’s random forests for classification and regression. Classification and regression based...

HandTill2001
 Referenced in 47 articles
[sw11200]
 under the ROC curve for multiple class classification problems The area under the ROC curve ... widely used measure of performance of supervised classification rules. It has the attractive property that...

SSVM
 Referenced in 46 articles
[sw12678]
 SSVM: A smooth support vector machine for classification. Smoothing methods, extensively used for solving important ... support vector machine for pattern classification using a completely arbitrary kernel. We term such reformulation...

SPRINT
 Referenced in 33 articles
[sw11760]
 scalable parallel classifier for data mining. Classification is an important data mining problem. Although classification ... wellstudied problem, most of the current classification algorithms require that all or a portion ... present a new decisiontreebased classification algorithm, called SPRINT that removes...