Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning) by Judea Pearl
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning) by Judea Pearl PDF, ePub eBook D0wnl0ad
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth maintenance systems, and nonmonotonic logic.
The author distinguishes syntactic and semantic approaches to uncertainty--and offers techniques, based on belief networks, that provide a mechanism for making semantics-based systems operational. Specifically, network-propagation techniques serve as a mechanism for combining the theoretical coherence of probability theory with modern demands of reasoning-systems technology: modular declarative inputs, conceptually meaningful inferences, and parallel distributed computation. Application areas include diagnosis, forecasting, image interpretation, multi-sensor fusion, decision support systems, plan recognition, planning, speech recognition--in short, almost every task requiring that conclusions be drawn from uncertain clues and incomplete information.
Probabilistic Reasoning in Intelligent Systems will be of special interest to scholars and researchers in AI, decision theory, statistics, logic, philosophy, cognitive psychology, and the management sciences. Professionals in the areas of knowledge-based systems, operations research, engineering, and statistics will find theoretical and computational tools of immediate practical use. The book can also be used as an excellent text for graduate-level courses in AI, operations research, or applied probability.
From reader reviews:
Johnny Rogowski:
Do you have favorite book? When you have, what is your favorite's book? Book is very important thing for us to understand everything in the world. Each publication has different aim or goal; it means that publication has different type. Some people experience enjoy to spend their the perfect time to read a book. They may be reading whatever they get because their hobby will be reading a book. How about the person who don't like examining a book? Sometime, particular person feel need book when they found difficult problem or perhaps exercise. Well, probably you will require this Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning).
Karen Saldivar:
The reason? Because this Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning) is an unordinary book that the inside of the e-book waiting for you to snap it but latter it will shock you with the secret the item inside. Reading this book close to it was fantastic author who write the book in such incredible way makes the content on the inside easier to understand, entertaining method but still convey the meaning thoroughly. So , it is good for you for not hesitating having this nowadays or you going to regret it. This excellent book will give you a lot of advantages than the other book get such as help improving your talent and your critical thinking method. So , still want to delay having that book? If I had been you I will go to the reserve store hurriedly.
Ora Orozco:
Are you kind of active person, only have 10 or 15 minute in your moment to upgrading your mind talent or thinking skill also analytical thinking? Then you are receiving problem with the book in comparison with can satisfy your short period of time to read it because pretty much everything time you only find guide that need more time to be go through. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning) can be your answer given it can be read by a person who have those short time problems.
Read Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning) by Judea Pearl for online ebook
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning) by Judea Pearl Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning) by Judea Pearl books to read online.