A Graph Theoretic Approach to Heterogeneous Data Clustering
Manjeet Rege
Broschiertes Buch

A Graph Theoretic Approach to Heterogeneous Data Clustering

New Research Directions and Some Results

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Data clustering is the process of automaticallygrouping data objects into different groups(clusters). The contribution of this book isthreefold: homogeneous clustering of images, pairwiseheterogeneous data co-clustering, and high-orderstar-structured heterogeneous data co-clustering.First, we propose a semantic-based hierarchical imageclustering framework based on multi-user feedback. Bytreating each user as an independent weak classifier,we show thatcombining multi-user feedback is equivalent to thecombinations of weak independent classifiers. Second,we present a novel graph theoretic approac...