Zu dieser ISBN ist aktuell kein Angebot verfügbar.Alle Exemplare der Ausgabe mit dieser ISBN anzeigen:
Book by Koller Daphne Friedman Nir
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
"This landmark book provides a very extensive coverage of the field, ranging from basic representational issues to the latest techniques for approximate inference and learning. As such, it is likely to become a definitive reference for all those who work in this area. Detailed worked examples and case studies also make the book accessible to students."--Kevin Murphy, Department of Computer Science, University of British ColumbiaReseña del editor:
A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions. Most tasks require a person or an automated system to reason-to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality. Probabilistic Graphical Models discusses a variety of models, spanning Bayesian networks, undirected Markov networks, discrete and continuous models, and extensions to deal with dynamical systems and relational data. For each class of models, the text describes the three fundamental cornerstones: representation, inference, and learning, presenting both basic concepts and advanced techniques. Finally, the book considers the use of the proposed framework for causal reasoning and decision making under uncertainty. The main text in each chapter provides the detailed technical development of the key ideas. Most chapters also include boxes with additional material: skill boxes, which describe techniques; case study boxes, which discuss empirical cases related to the approach described in the text, including applications in computer vision, robotics, natural language understanding, and computational biology; and concept boxes, which present significant concepts drawn from the material in the chapter. Instructors (and readers) can group chapters in various combinations, from core topics to more technically advanced material, to suit their particular needs.
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
Buchbeschreibung MIT Press. Zustand: Brand New. Ships SAME or NEXT business day. We Ship to APO/FPO addr. Choose EXPEDITED shipping and receive in 2-5 business days within the United States. See our member profile for customer support contact info. We have an easy return policy. Bestandsnummer des Verkäufers 41317607
Buchbeschreibung Zustand: Brand New. Brand New Original US Edition, Perfect Condition. Printed in English. Excellent Quality, Service and customer satisfaction guaranteed!. Bestandsnummer des Verkäufers AIND-71613
Buchbeschreibung Zustand: New. New Book. Bestandsnummer des Verkäufers 0262013193-SBX
Buchbeschreibung Zustand: New. New. US edition. Perfect condition. Customer satisfaction our priority. Bestandsnummer des Verkäufers ABE-FEB-1265
Buchbeschreibung Zustand: Brand New. New. US edition. Customer Satisfaction guaranteed!!. Bestandsnummer des Verkäufers SHUB1265
Buchbeschreibung Zustand: New. Brand New Original US Edition.We Ship to PO BOX Address also. EXPEDITED shipping option also available for faster delivery.This item may ship fro the US or other locations in India depending on your location and availability. Bestandsnummer des Verkäufers AUSBNEW-71613
Buchbeschreibung Zustand: Brand New. New, US edition. Excellent Customer Service. Bestandsnummer des Verkäufers ABEUSA-1265
Buchbeschreibung Zustand: New. Brand New Book. Bestandsnummer des Verkäufers 0262013193-RYW
Buchbeschreibung MIT Press, 2009. HRD. Zustand: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Bestandsnummer des Verkäufers WM-9780262013192
Buchbeschreibung Zustand: New. New. US edition. Perfect condition. Customer satisfaction our priority. Bestandsnummer des Verkäufers ABE-FEB-1266