现货Co-Clustering: Models, Algorithms and Applications[9781848214736]

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作者Govaert, Gérard ; Nadif, Mohamed

出版社Wiley-Iste

ISBN9781848214736

出版时间2014-01

装帧精装

纸张其他

页数256页

正文语种英语

上书时间2023-08-16

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商品描述: Cluster Analysis is an important tool in a variety of scientific areas. This book presents different methods from the well established to the more recent. Different approaches are considered:. hierarchical, partitioning, fuzzy, etc. At an advanced level, the authors also tackle the high dimensionality, the sparsity and the scalability leading to co-clustering.? Co-clustering or biclustering is presented as a simultaneous clustering (binary, continuous, and co-occurence data), as a model-based co-clustering (latent block model, maximum likelihood and Classification maximum likelihood), as an approximation of matrix (tri-factorization approach) and as the research of coherent?co-clusters in biological terms or the extraction of co-clusters under different conditions.