Download or read book Reasoning with Probabilistic and Deterministic Graphical Models written by Rina Dechter and published by Morgan & Claypool Publishers. This book was released on 2013-12-01 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Graphical models (e.g., Bayesian and constraint networks, influence diagrams, and Markov decision processes) have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general. These models are used to perform many reasoning tasks, such as scheduling, planning and learning, diagnosis and prediction, design, hardware and software verification, and bioinformatics. These problems can be stated as the formal tasks of constraint satisfaction and satisfiability, combinatorial optimization, and probabilistic inference. It is well known that the tasks are computationally hard, but research during the past three decades has yielded a variety of principles and techniques that significantly advanced the state of the art. In this book we provide comprehensive coverage of the primary exact algorithms for reasoning with such models. The main feature exploited by the algorithms is the model's graph. We present inference-based, message-passing schemes (e.g., variable-elimination) and search-based, conditioning schemes (e.g., cycle-cutset conditioning and AND/OR search). Each class possesses distinguished characteristics and in particular has different time vs. space behavior. We emphasize the dependence of both schemes on few graph parameters such as the treewidth, cycle-cutset, and (the pseudo-tree) height. We believe the principles outlined here would serve well in moving forward to approximation and anytime-based schemes. The target audience of this book is researchers and students in the artificial intelligence and machine learning area, and beyond.

Download or read book Coates s Herd Book written by Henry Strafford and published by . This book was released on 1892 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Herdbook Containing the Pedigree of Improved Short horn Cattle written by and published by . This book was released on 1892 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vols. - include the Shorthorn Society's Grading register for beef Shorthorn cattle; v. - include the society's Herd book of poll shorthorns.

Download or read book The American Shorthorn Herd Book written by and published by . This book was released on 1916 with total page 1066 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book BBC Music Magazine written by and published by . This book was released on 1999 with total page 872 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Eyton s Herd Book of Hereford Cattle written by Hereford Herd Book Society and published by . This book was released on 1921 with total page 918 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Pearl Harbor Attack written by United States. Congress. Joint Committee on the Investigation of the Pearl Harbor Attack and published by . This book was released on 1946 with total page 2110 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Boston Directory written by and published by . This book was released on 1856 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Memoir of C T E Rhenius by his son written by J. Rhenius and published by . This book was released on 1841 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book American Herd Book written by American Short-horn Breeders' Association and published by . This book was released on 1916 with total page 1072 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The American Short horn Herd Book written by Lewis Falley Allen and published by . This book was released on 1916 with total page 1072 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Material Culture of the Tuamotu Archipelago written by Kenneth P. Emory and published by Honolulu : Department of Anthropology, Bernice Pauahi Bishop Museum. This book was released on 1975 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Boston Directory written by and published by . This book was released on 1856 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The New England Business Directory and Gazetteer written by and published by . This book was released on 1856 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Webster s New International Dictionary of the English Language Based on the International Dictionary 1890 and 1900 written by William Torrey Harris and published by . This book was released on 1911 with total page 1394 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Tin Pan Alley and the Philippines written by Thomas P. Walsh and published by Scarecrow Press. This book was released on 2013-04-04 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this innovative resource guide, Thomas P. Walsh has compiled a unique collection of some 1,400 published and unpublished American musical compositions relating in some way to the Philippines during the American colonial era in the country from 1898 to 1946. In preparing the guide, Walsh surveyed a wide array of sources: published songs listed in WorldCat, the online catalogs of sheet music collections of university libraries and major public and private research libraries, bibliographic compilations of popular music, the periodical literature on music and popular culture, published collections of “soldier songs,” and sheet music listed for sale on commercial auction websites. In addition, for the first time in the preparation of a research bibliography, the guide also identifies, from song registrations in the US Copyright Office’s Catalog of Copyright Entries (CCE), 48 years of musical compositions relating to the Philippines. In systematically going through the CCE, year by year, Walsh discovered hundreds of unpublished songs written by average Americans expressing their varied views about historical events and their personal experiences relating to America’s distant colony in Southeast Asia. Of the 1,400 chronologically-listed songs included in the guide, most will be new materials for scholars and students alike to study. Songs like “Ma Little Cebu Maid,” “My Own Manila Sue,” “My Fillipino Belle,” “Down on the Philippine Isles,” “Beside the Pasig River,” “My Philippino Pearl,” and “I Want a Filipino Man” were all published and widely promoted by Tin Pan Alley and were performed on stage and listened to at home on records and piano rolls across America. The lyrics often illustrate popular American attitudes, from shrilly patriotic numbers about the Battle of Manila Bay and, later, the Fall of Bataan and Corregidor to wistful, romantic, and even charming reminiscences of happy days spent in “old” Manila to racially charged pieces rife with deprecating stereotypes of Filipinos. This guide reprints a number of these hard-to-find song lyrics, making them available to readers for the first time in over a century. In addition to including the lyrics to a number of the songs, the guide also provides copyright registration numbers and dates of registration for many of the published and unpublished songs. Also provided are some 700 “notes” on particular songs and over 750 links that provide direct access to bibliographic records or even digital copies of the sheet music in libraries and collections. Exhaustive in its scope, Tin Pan Alley and the Philippines is an invaluable research resource for scholars and students of American history, Pacific studies, popular culture, and ethnomusicology.

Download or read book Cumulated Index Medicus written by and published by . This book was released on 1993 with total page 1396 pages. Available in PDF, EPUB and Kindle. Book excerpt: