Mohlo by se vám také líbit

Více informací o knize Modelling and Reasoning with Vague Concepts

• Parametry knihy
• Anotace
• Oblíbené z jiného soudku

Nákupem získáte 331 bodů

Anotace knihy

This volume introduces a formal representation framework for modelling and reasoning, that allows us to quantify the uncertainty inherent in the use of vague descriptions to convey information between intelligent agents. This can then be applied across a range of applications areas in automated reasoning and learning. The utility of the framework is demonstrated by applying it to problems in data analysis where the aim is to infer effective and informative models expressed as logical rules and relations involving vague concept descriptions. The author also introduces a number of learning algorithms within the framework that can be used for both classification and prediction (regression) problems. It is shown how models of this kind can be fused with qualitative background knowledge such as that provided by domain experts. The proposed algorithms will be compared with existing learning methods on a range of benchmark databases such as those from the UCI repository.§

Parametry knihy

Zařazení knihy Knihy v angličtině Reference, information & interdisciplinary subjects Research & information: general Information theory

• Plný název: Modelling and Reasoning with Vague Concepts
• Autor: Jonathan Lawry
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 246
• EAN: 9781489986054
• ISBN: 9781489986054
• ID: 09163067
• Nakladatelství: Springer-Verlag New York Inc.
• Hmotnost: 427 g
• Rozměry: 235 × 155 × 16 mm
• Datum vydání: 25. November 2014

Oblíbené z jiného soudku

---

---

---