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Centrality and Diversity in Search: Roles in A.I., Machine Learning, Social Networks, and Pattern Recognition
Paperback
Series: Springerbriefs in Intelligent Systems
General ComputersProbability & Statistics
ISBN13: 9783030247126
Publisher: Springer
Published: Aug 24 2019
Pages: 94
Weight: 0.36
Height: 0.22 Width: 6.14 Depth: 9.21
Language: English
The concepts of centrality and diversity are highly important in search algorithms, and play central roles in applications of artificial intelligence (AI), machine learning (ML), social networks, and pattern recognition. This work examines the significance of centrality and diversity in representation, regression, ranking, clustering, optimization, and classification.
The text is designed to be accessible to a broad readership. Requiring only a basic background in undergraduate-level mathematics, the work is suitable for senior undergraduate and graduate students, as well as researchers working in machine learning, data mining, social networks, and pattern recognition.
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