Recent Applications in Data Clustering

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  • Recent Applications in Data Clustering Book Detail

  • Author : Harun Pirim
  • Release Date : 2018-08-01
  • Publisher : BoD – Books on Demand
  • Genre : Computers
  • Pages : 250
  • ISBN 13 : 178923526X
  • File Size : 90,90 MB

Recent Applications in Data Clustering by Harun Pirim PDF Summary

Book Description: Clustering has emerged as one of the more fertile fields within data analytics, widely adopted by companies, research institutions, and educational entities as a tool to describe similar/different groups. The book Recent Applications in Data Clustering aims to provide an outlook of recent contributions to the vast clustering literature that offers useful insights within the context of modern applications for professionals, academics, and students. The book spans the domains of clustering in image analysis, lexical analysis of texts, replacement of missing values in data, temporal clustering in smart cities, comparison of artificial neural network variations, graph theoretical approaches, spectral clustering, multiview clustering, and model-based clustering in an R package. Applications of image, text, face recognition, speech (synthetic and simulated), and smart city datasets are presented.

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Recent Applications in Data Clustering

Recent Applications in Data Clustering

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Clustering has emerged as one of the more fertile fields within data analytics, widely adopted by companies, research institutions, and educational entities as

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Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing

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Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing