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Model based clustering and weighted Chinese restaurant …

https://www.researchgate.net/publication/228666780_Model_based_clustering_and_weighted_Chinese_restaurant_processes

The Chinese restaurant (CR) process, introduced in Aldous (1985), is a sequential procedure for sampling the partition, p, with the distribution in …


MODEL-BASED CLUSTERING AND WEIGHTED CHINESE …

https://worldscientific.com/doi/abs/10.1142/9789812708298_0020

MODEL-BASED CLUSTERING AND WEIGHTED CHINESE RESTAURANT PROCESSES. Work in the last two decades on Bayesian nonparametric methods for mixture models finds that a …


Chapter 20 MODEL-BASED CLUSTERING AND …

https://www.researchgate.net/profile/John-Lau-6/publication/228666780_Model_based_clustering_and_weighted_Chinese_restaurant_processes/links/55d2fc0208ae7fb244f55d95/Model-based-clustering-and-weighted-Chinese-restaurant-processes.pdf

mate these estimators based on a weighted Chinese restaurant process. A numerical example on a leukemia data set is given. Key words: Cluster model, likelihood function, distribution on parti-


Model-Based Clustering and Weighted Chinese …

https://www.semanticscholar.org/paper/Model-Based-Clustering-and-Weighted-Chinese-Lau-Lo/103950f986e23e26ccb138a2725687b2c3b678f9

Corpus ID: 124695414; Model-Based Clustering and Weighted Chinese Restaurant Processes @inproceedings{Lau2007ModelBasedCA, title={Model-Based Clustering and Weighted …


Model based Clustering and Chinese Restaurant process - INRA

https://genome.jouy.inra.fr/applibugs/abari.06_06_29.pdf

Model based clustering Chinese Restaurant Process and Sequential Seating Procedure Gibbs Weighted Chinese Restaurant process Extension: Mixture Methods, Estimation of the Mixing …


Weighted Chinese Restaurant Process for clustering …

https://www.slideserve.com/amable/weighted-chinese-restaurant-process-for-clustering-barcodes

Presentation Transcript. Weighted Chinese Restaurant Processfor clustering barcodes Javier Cabrera John Lau Albert Lo DIMACS, Bristol U, and HKUST. Cluster Analysis:• Group the observations into k distinct natural …


Chinese restaurant process - Wikipedia

https://en.wikipedia.org/wiki/Chinese_restaurant_process

In probability theory, the Chinese restaurant process is a discrete-time stochastic process, analogous to seating customers at tables in a restaurant. Imagine a restaurant with an infinite …


Clustering microarray gene expression data using …

https://academic.oup.com/bioinformatics/article/22/16/1988/207951

The clustering procedure is modeled after a weighted Chinese restaurant seating scheme . The prior for cluster assignment is a CRP, where the probability of joining each …


Spectral Chinese Restaurant Processes: Nonparametric …

https://www.semanticscholar.org/paper/Spectral-Chinese-Restaurant-Processes%3A-Clustering-Socher-Maas/5aee809e16ec6d065e828fa04968b2d189c29e71

A new nonparametric clustering model which combines the recently proposed distance-dependent Chinese restaurant process (dd-CRP) and non-linear, spectral methods for …


Clustering microarray gene expression data using …

https://www.academia.edu/58428687/Clustering_microarray_gene_expression_data_using_weighted_Chinese_restaurant_process

Clustering microarray gene expression data using weighted Chinese restaurant process. Bioinformatics, 2006. Zhaohui Qin. Download Download PDF. Full PDF Package Download Full …


Spectral Chinese Restaurant Processes: Nonparametric …

http://proceedings.mlr.press/v15/socher11a/socher11a.pdf

We introduce a new nonparametric clustering model which combines the recently proposed distance-dependent Chinese restaurant pro- cess (dd-CRP) and non-linear, spectral meth- ods …


CiteSeerX — Generalized weighted Chinese restaurant processes …

https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.75.5520&q=Dynamic%20textures%20clustering%20using%20a%20hierarchical%20Pitman-Yor%20process%20mixture%20of%20Dirichlet%20distributions.

To facilitate the use of our models we generalize the work in Brunner, Chan, James and Lo (2001) by extending their weighted Chinese restaurant (WCR) Monte Carlo procedure, an i.i.d. …


Clustering microarray gene expression data using weighted …

https://dl.acm.org/doi/abs/10.1093/bioinformatics/btl284

Motivation: Clustering microarray gene expression data is a powerful tool for elucidating co-regulatory relationships among genes. Many different clustering techniques have been …

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