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Focuses on a few of the important clustering algorithms in the context of information retrieval.
New Directions in Statistical Physics
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This book provides a unique insight into the latest breakthroughs in a consistent manner, at a level accessible to undergraduates, yet with enough attention to
High-Dimensional Probability
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An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.
Data Clustering: Theory, Algorithms, and Applications, Second Edition
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Data clustering, also known as cluster analysis, is an unsupervised process that divides a set of objects into homogeneous groups. Since the publication of the
Understanding High-Dimensional Spaces
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High-dimensional spaces arise as a way of modelling datasets with many attributes. Such a dataset can be directly represented in a space spanned by its attribut