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functional-data-clustering

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fchamroukhi / mixHMMR_m

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Clustering and segmentation of heterogeneous functional data (sequential data) with regime changes by mixture of Hidden Markov Model Regressions (MixFHMMR) and the EM algorithm

data-science statistical-learning regression artificial-intelligence unsupervised-learning em-algorithm hidden-markov-models time-series-clustering generative-models sequential-data-analysis mixture-models time-series-segmentation functional-data-clustering curve-clustering statistical-data-science mixture-of-regressions functional-data-ana
  • Updated Jan 22, 2019
  • MATLAB

fchamroukhi / mixHMM_m

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Clustering and segmentation of heteregeneous functional data (sequential data) by mixture of gaussian Hidden Markov Models (MixFHMMs) and the EM algorithm

data-science clustering statistical-learning artificial-intelligence functional-data-analysis unsupervised-learning em-algorithm hidden-markov-models time-series-clustering generative-models baum-welch-algorithm statistical-data-analysis mixture-models time-series-segmentation functional-data-clustering curve-clustering statistical-data-science
  • Updated Jan 22, 2019
  • MATLAB

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