Zobacz książki o podobnej tematyce

Więcej informacji o Projection-Based Clustering through Self-Organization and Swarm Intelligence

• Dane szczegółowe
• Opis
• Ulubione w innej kategorii

Za ten zakup dostaniesz 147 punkty

Opis

This book is published open access under a CC BY 4.0 license. It covers aspects of unsupervised machine learning used for knowledge discovery in data science and introduces a data-driven approach to cluster analysis, the Databionic swarm (DBS). DBS consists of the 3D landscape visualization and clustering of data. The 3D landscape enables 3D printing of high-dimensional data structures. The clustering and number of clusters or an absence of cluster structure are verified by the 3D landscape at a glance. DBS is the first swarm-based technique that shows emergent properties while exploiting concepts of swarm intelligence, self-organization and the Nash equilibrium concept from game theory. It results in the elimination of a global objective function and the setting of parameters. By downloading the R package DBS can be applied to data drawn from diverse research fields and used even by non-professionals in the field of data mining.

Szczegóły książki

Kategoria Książki po angielsku Computing & information technology Computer science Artificial intelligence

• Pełny tytuł: Projection-Based Clustering through Self-Organization and Swarm Intelligence
• Podtytuł: Combining Cluster Analysis with the Visualization of High-Dimensional Data
• Autor: Michael Christoph Thrun
• Język: Angielski
• Oprawa: Miękka
• Liczba stron: 201
• EAN: 9783658205393
• ISBN: 3658205393
• ID: 18658150
• Wydawca: Springer Fachmedien Wiesbaden
• Waga: 472 g
• Wymiary: 240 × 168 × 14 mm
• Data wydania: 22. January 2018

Ulubione w innej kategorii

---

---

---