Mohlo by se vám také líbit

Více informací o knize Seriation in Combinatorial and Statistical Data Analysis

• Parametry knihy
• Anotace
• Oblíbené z jiného soudku

Nákupem získáte 377 bodů

Anotace knihy

This monograph offers an original broad and very diverse exploration of the seriation domain in data analysis, together with building a specific relation to clustering.Relative to a data table crossing a set of objects and a set of descriptive attributes, the search for orders which correspond respectively to these two sets is formalized mathematically and statistically.State-of-the-art methods are created and compared with classical methods and a thorough understanding of the mutual relationships between these methods is clearly expressed. The authors distinguish two families of methods:Geometric representation methodsAlgorithmic and Combinatorial methodsOriginal and accurate methods are provided in the framework for both families. Their basis and comparison is made on both theoretical and experimental levels. The experimental analysis is very varied and very comprehensive. Seriation in Combinatorial and Statistical Data Analysis has a unique character in the literature falling within the fields of Data Analysis, Data Mining and Knowledge Discovery. It will be a valuable resource for students and researchers in the latter fields.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Databases Data mining

• Plný název: Seriation in Combinatorial and Statistical Data Analysis
• Autor: Israël César Lerman, Henri Leredde
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 277
• EAN: 9783030926960
• ID: 42903579
• Nakladatelství: Springer, Berlin
• Hmotnost: 436 g
• Rozměry: 235 × 155 mm
• Datum vydání: 19. March 2023

---

---

---