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GitHub topics: curve-clustering

fchamroukhi/mixHMMR_m

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

Language: MATLAB - Size: 149 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

fchamroukhi/FLaMingos

Functional Latent datA Models for clusterING heterogeneOus curveS

Language: R - Size: 14.1 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

fchamroukhi/mixHMM_m

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

Language: MATLAB - Size: 120 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

Related Keywords
unsupervised-learning 3 statistical-learning 3 mixture-models 3 hidden-markov-models 3 functional-data-clustering 3 em-algorithm 3 data-science 3 curve-clustering 3 artificial-intelligence 3 generative-models 2 statistical-data-science 2 time-series-clustering 2 time-series-segmentation 2 baum-welch-algorithm 2 functional-data-analysis 2 statistical-data-analysis 1 clustering 1 time-series-analysis 1 statistical-inference 1 statistical-analysis 1 piecewise-regression 1 hidden-process-regression 1 dynamic-programming 1 sequential-data-analysis 1 regression 1 mixture-of-regressions 1 functional-data-ana 1