State of the Art in Clustering and Semi‐Supervised Techniques

State of the Art in Clustering and Semi‐Supervised Techniques

This chapter contains sections titled: Introduction Unsupervised machine learning (clustering) A brief history of cluster analysis Cluster algorithms Applications of cluster analysis Evaluation methods Internal cluster evaluation External cluster validation Semi‐supervised learning Summary

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Bibliographische Detailangaben
Format: Buchkapitel
Sprache:eng
Schlagworte:
cluster algorithms/validation, EM/PAM/DBSCAN
cluster analysis, and image segmentation
clustering, and semi‐supervised techniques
semi‐supervised learning, self‐/co‐training
unsupervised ML (clustering)
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Beschreibung
Zusammenfassung:This chapter contains sections titled: Introduction Unsupervised machine learning (clustering) A brief history of cluster analysis Cluster algorithms Applications of cluster analysis Evaluation methods Internal cluster evaluation External cluster validation Semi‐supervised learning Summary
DOI:10.1002/9781118557693.ch2