• MINOS

  • Referenced in 458 articles [sw05095]
  • linear or nonlinear, or a mixture of both. The nonlinear functions must be smooth. Stable...
  • mclust

  • Referenced in 309 articles [sw00563]
  • package mclust: Normal Mixture Modeling for Model-Based Clustering, Classification, and Density Estimation , Normal Mixture...
  • flexmix

  • Referenced in 123 articles [sw06087]
  • package flexmix: Flexible Mixture Modeling , FlexMix implements a general framework for finite mixtures of regression ... easily define new models. Existing drivers implement mixtures of standard linear models, generalized linear models...
  • ETPS

  • Referenced in 160 articles [sw06302]
  • order logic interactively, automatically, or in a mixture of these modes, though in automatic mode...
  • Latent GOLD

  • Referenced in 94 articles [sw11673]
  • same period, the related field of finite mixture (FM) models for multivariate normal distributions began ... that is assumed to arise as a mixture from a finite number of distinctly different...
  • PENNON

  • Referenced in 108 articles [sw04336]
  • problems, as well as problems with a mixture of SDP, SOCP and NLP constraints. Results...
  • PGMM

  • Referenced in 73 articles [sw07981]
  • package pgmm: Parsimonious Gaussian mixture models. Carries out model-based clustering or classification using parsimonious ... Gaussian mixture models...
  • mixtools

  • Referenced in 70 articles [sw08093]
  • package mixtools: Tools for analyzing finite mixture models. A collection of R functions for analyzing ... finite mixture models. This package is based upon work supported by the National Science Foundation...
  • AutoClass

  • Referenced in 70 articles [sw26092]
  • cases, sometimes called finite mixture separation or clustering. The main difference between clustering ... give the mathematical development for the basic mixture model, describe the approximations needed for computational...
  • mixsmsn

  • Referenced in 51 articles [sw06064]
  • package mixsmsn: Fitting Finite Mixture of Scale Mixture of Skew-Normal Distributions. Functions ... finite mixture of scale mixture of skew-normal (FM-SMSN) distributions...
  • TPS

  • Referenced in 73 articles [sw00973]
  • order logic interactively, automatically, or in a mixture of these modes, though in automatic mode...
  • Refprop

  • Referenced in 40 articles [sw24947]
  • properties of industrially important fluids and their mixtures with an emphasis on refrigerants and hydrocarbons ... most accurate pure fluid and mixture models currently available. It implements three models ... extended corresponding states (ECS) model. Mixture calculations employ a model that applies mixing rules ... Helmholtz energy of the mixture components; it uses a departure function to account...
  • Mixmod

  • Referenced in 37 articles [sw06991]
  • discriminant analysis with the MIXMOD software. The Mixture Modeling (MIXMOD) program fits mixture models ... large variety of algorithms to estimate the mixture parameters are proposed (EM, Classification EM, Stochastic ... intended to be used for multivariate Gaussian mixtures, and fourteen different Gaussian models ... choosing a parsimonious model (the number of mixture components, for instance) are included, their suitability...
  • MixSim

  • Referenced in 35 articles [sw07914]
  • Performance of Clustering Algorithms. MixSim allows simulating mixtures of Gaussian distributions with different levels ... overlap between mixture components. Pairwise overlap, defined as a sum of two misclassification probabilities, measures ... clustering complexity of datasets simulated from mixtures. These datasets can then be used for systematic ... performance investigation of clustering and finite mixture modeling algorithms. Among other capabilities of MixSim, there...
  • TOUGH

  • Referenced in 61 articles [sw20313]
  • development history). Notably, EOS property modules for mixtures of water, NaCl, and CO2 has been...
  • Torch

  • Referenced in 40 articles [sw05407]
  • used to train MLPs, RBFs, HMMs, Gaussian Mixtures, Kmeans, Mixtures of experts, Parzen Windows...
  • MULTIMIX

  • Referenced in 34 articles [sw03250]
  • Mixture model clustering using the MULTIMIX program L. Hunt [Clustering using finite mixture models. Ph.D ... thesis, Univ. Waikato (1996)] implemented the finite mixture model approach to clustering in a program...
  • PREMIX

  • Referenced in 52 articles [sw27815]
  • include the option of using multicomponent or mixture-averaged formulas for molecular diffusion. Discussion...
  • betareg

  • Referenced in 51 articles [sw15449]
  • bias-reduced estimation as well as finite mixture models and recursive partitioning for beta regressions...
  • mixture

  • Referenced in 31 articles [sw14633]
  • package mixture: Mixture Models for Clustering and Classification. An implementation of all 14 Gaussian parsimonious...