Clustering: A Data Recovery Approach, Second Edition - Boris Mirkin - Knjige - Taylor & Francis Ltd - 9780367380793 - 19. septembra 2019
Če se naslovnica in naslov ne ujemata, je naslov pravilen

Boris Mirkin
Clustering: A Data Recovery Approach, Second Edition 2. izdaja

Cena
€ 96,49

Naročeno iz oddaljenega skladišča

Predvidena dobava 11. - 25. sep
Prejemajte obvestila o novih izdajah izvajalca Boris Mirkin

Kaj pravijo naše stranke:

14-dnevna politika vračila v skladu z evropsko zakonodajo o varstvu potrošnikov
Najvišja ocena na Trustpilot
Dodaj na svoj seznam želja iMusic

Not rated yet

Na voljo tudi kot:

Often considered more of an art than a science, books on clustering have been dominated by learning through example with techniques chosen almost through trial and error. Even the two most popular, and most related, clustering methods?K-Means for partitioning and Ward's method for hierarchical clustering?have lacked the theoretical underpinning required to establish a firm relationship between the two methods and relevant interpretation aids. Other approaches, such as spectral clustering or consensus clustering, are considered absolutely unrelated to each other or to the two above mentioned methods.





Clustering: A Data Recovery Approach, Second Edition presents a unified modeling approach for the most popular clustering methods: the K-Means and hierarchical techniques, especially for divisive clustering. It significantly expands coverage of the mathematics of data recovery, and includes a new chapter covering more recent popular network clustering approaches?spectral, modularity and uniform, additive, and consensus?treated within the same data recovery approach. Another added chapter covers cluster validation and interpretation, including recent developments for ontology-driven interpretation of clusters. Altogether, the insertions added a hundred pages to the book, even in spite of the fact that fragments unrelated to the main topics were removed.





Illustrated using a set of small real-world datasets and more than a hundred examples, the book is oriented towards students, practitioners, and theoreticians of cluster analysis. Covering topics that are beyond the scope of most texts, the author?s explanations of data recovery methods, theory-based advice, pre- and post-processing issues and his clear, practical instructions for real-world data mining make this book ideally suited for teaching, self-study, and professional reference.

374 pages

Medij Knjige     Paperback Book   (Knjiga z mehkimi platnicami in lepljenim hrbtom)
Izdano 19. septembra 2019
ISBN13 9780367380793
Založniki Taylor & Francis Ltd
Strani 374
Dimenzije 234 × 155 × 22 mm   ·   578 g
Jezik Angleščina  

Več od Boris Mirkin

Prikaži vse

Več od istega **izdajatelja**

Ogled vseh Boris Mirkin