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Expert Systems In Statistics
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Book Synopsis Probabilistic Networks and Expert Systems by : Robert G. Cowell
Download or read book Probabilistic Networks and Expert Systems written by Robert G. Cowell and published by Springer Science & Business Media. This book was released on 2007-07-16 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms. The book will be of interest to researchers in both artificial intelligence and statistics, who desire an introduction to this fascinating and rapidly developing field. The book, winner of the DeGroot Prize 2002, the only book prize in the field of statistics, is new in paperback.
Book Synopsis Artificial Intelligence and Statistics by : William A. Gale
Download or read book Artificial Intelligence and Statistics written by William A. Gale and published by Addison Wesley Publishing Company. This book was released on 1986 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: A statistical view of uncertainty in expert systems. Knowledge, decision making, and uncertainty. Conceptual clustering and its relation to numerical taxonomy. Learning rates in supervised and unsupervised intelligent systems. Pinpoint good hypotheses with heuristics. Artificial intelligence approaches in statistics. REX review. Representing statistical computations: toward a deeper understanding. Student phase 1: a report on work in progress. Representing statistical knowledge for expert data analysis systems. Environments for supporting statistical strategy. Use of psychometric tools for knowledge acquisition: a case study. The analysis phase in development of knowledge based systems. Implementation and study of statistical strategy. Patterns in statisticalstrategy. A DIY guide to statistical strategy. An alphabet for statistician's expert systems.
Book Synopsis Expert Systems in Chemistry Research by : Markus C. Hemmer
Download or read book Expert Systems in Chemistry Research written by Markus C. Hemmer and published by CRC Press. This book was released on 2007-12-13 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expert systems allow scientists to access, manage, and apply data and specialized knowledge from various disciplines to their own research. Expert Systems in Chemistry Research explains the general scientific basis and computational principles behind expert systems and demonstrates how they can improve the efficiency of scientific workflows
Book Synopsis Computer Systems that Learn by : Sholom M. Weiss
Download or read book Computer Systems that Learn written by Sholom M. Weiss and published by Morgan Kaufmann Publishers. This book was released on 1991 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is a practical guide to classification learning systems and their applications, which learn from sample data and make predictions for new cases. The authors examine prominent methods from each area, using an engineering approach and taking the practitioner's point of view.
Book Synopsis Expert Systems in Statistics by : Reinhold Haux
Download or read book Expert Systems in Statistics written by Reinhold Haux and published by Lubrecht & Cramer, Limited. This book was released on 1986 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :Statistical Office of the European Communities Publisher :Luxembourg : Office for Official Publications of the European Communities ISBN 13 : Total Pages :400 pages Book Rating :4.3/5 (91 download)
Book Synopsis Development of Statistical Expert Systems by : Statistical Office of the European Communities
Download or read book Development of Statistical Expert Systems written by Statistical Office of the European Communities and published by Luxembourg : Office for Official Publications of the European Communities. This book was released on 1989 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :Stanford University. Dept. of Statistics. Laboratory for Computational Statistics Publisher : ISBN 13 : Total Pages :23 pages Book Rating :4.:/5 (123 download)
Book Synopsis Expert Systems and Statistical Expertise. Part I: Statistical Expert Systems by : Stanford University. Dept. of Statistics. Laboratory for Computational Statistics
Download or read book Expert Systems and Statistical Expertise. Part I: Statistical Expert Systems written by Stanford University. Dept. of Statistics. Laboratory for Computational Statistics and published by . This book was released on 1985 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: An expert system is a computer program at the level of a human expert in a complex but narrow field. Two types of expert systems which involve statistical expertise are statistical consulting programs and programs which find patterns in databases. Consulting programs can now be built quickly using programming tools. Twosamp, a consultant for advising on the analysis of univariate two-sample problems, was constructed in less than a week using one such tool, EMYCIN, Systems like Twosamp cannot model the initial stages of a consulting session, but can provide expert assistance on a class of models has been selected. Consultants and pattern-finders can assist statisticians in building models, generating hypotheses, and maintaining complex databases. As well, they can serve as laboratories for experimentation with statistical strategies. Expert systems also use statistical expertise. Most systems include mechanisms for reasoning under uncertainty. Methods under investigation include fuzzy logic, Dempster-Shafer theory, Bayesian analysis and various ad hoc methods. Learning systems use statistics to infer inductive rules. As well, statistical reasoning will be used to evaluate the performance of expert systems.
Book Synopsis Artificial Intelligence Frontiers in Statistics by : David J. Hand
Download or read book Artificial Intelligence Frontiers in Statistics written by David J. Hand and published by CRC Press. This book was released on 2020-11-26 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a summary of recent work on the interface between artificial intelligence and statistics. It does this through a series of papers by different authors working in different areas of this interface. These papers are a selected and referenced subset of papers presented at the 3rd Interntional Workshop on Artificial Intelligence and Statistics, Florida, January 1991.
Book Synopsis Expert Systems for Scanner Data Environments by : John M. McCann
Download or read book Expert Systems for Scanner Data Environments written by John M. McCann and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about the role of expert systems in marketing, particularly in the consumer goods industry. Section I describes the changing nature of consumer marketing and presents the rationale and need for expert systems. The remainder of the book combines a tutorial on expert systems with a series of expert system prototypes. The tutorial material is presented in three places. First, section II is devoted to introducing expert systems in general. Chapter 3 provides a general introduction to the topic, which is continued in chapter 4 where a small expert system (the Promotion Advisor) is used to illustrate the important features of a backward-chaining, rule-based system. The promotion theme is extended in chapter 5 where a larger system is presented. The material in all three of these chapters was designed as an introduction and tutorial on the most common technology for building applied expert systems: the backward-chaining, rule-based inference engine. Tutorial material is also contained in the body of the chapters that describe the prototypes. This material is usually in the form of sample rules and a description of the process for applying the rules. The third location of the expert system material is in chapters that follow discussions of the prototypes. Chapter 7 is a technical chapter on the coupling of expert systems to traditional systems.
Book Synopsis Expert Systems in Data Processing by : Joseph Hellerstein
Download or read book Expert Systems in Data Processing written by Joseph Hellerstein and published by Addison Wesley Publishing Company. This book was released on 1990 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shows how expert-systems technology can be integrated with existing tools to extend or create new data processing applications and solve common problems in forecasting, diagnosis, design, and process control. To illustrate these solutions, the authors provide detailed descriptions of applications constructed at IBM with KnowledgeTool, a product designed for integrating expert-systems into existing IBM data-processing environments. Annotation copyrighted by Book News, Inc., Portland, OR
Book Synopsis Expert Systems in Data Processing by : Jerome T. Murray
Download or read book Expert Systems in Data Processing written by Jerome T. Murray and published by McGraw-Hill Companies. This book was released on 1988 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Probabilistic Reasoning in Expert Systems by : Richard E. Neapolitan
Download or read book Probabilistic Reasoning in Expert Systems written by Richard E. Neapolitan and published by CreateSpace. This book was released on 2012-06-01 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is a reprint of the seminal 1989 book Probabilistic Reasoning in Expert systems: Theory and Algorithms, which helped serve to create the field we now call Bayesian networks. It introduces the properties of Bayesian networks (called causal networks in the text), discusses algorithms for doing inference in Bayesian networks, covers abductive inference, and provides an introduction to decision analysis. Furthermore, it compares rule-base experts systems to ones based on Bayesian networks, and it introduces the frequentist and Bayesian approaches to probability. Finally, it provides a critique of the maximum entropy formalism. Probabilistic Reasoning in Expert Systems was written from the perspective of a mathematician with the emphasis being on the development of theorems and algorithms. Every effort was made to make the material accessible. There are ample examples throughout the text. This text is important reading for anyone interested in both the fundamentals of Bayesian networks and in the history of how they came to be. It also provides an insightful comparison of the two most prominent approaches to probability.
Book Synopsis Probabilistic Networks and Expert Systems by : Robert G. Cowell
Download or read book Probabilistic Networks and Expert Systems written by Robert G. Cowell and published by Springer. This book was released on 2007-07-25 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms. The book will be of interest to researchers in both artificial intelligence and statistics, who desire an introduction to this fascinating and rapidly developing field. The book, winner of the DeGroot Prize 2002, the only book prize in the field of statistics, is new in paperback.
Book Synopsis An Introduction to Expert Systems by : James P. Ignizio
Download or read book An Introduction to Expert Systems written by James P. Ignizio and published by McGraw-Hill Science, Engineering & Mathematics. This book was released on 1991 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: SUMMARY: Introduction to essential topics concerning expert systems including expert system development, hybrid expert systems, development of generic expert systems. Disk contains demonstration version of EXSYS for student use to build on expert system.
Book Synopsis Adventure in Prolog by : Dennis Merritt
Download or read book Adventure in Prolog written by Dennis Merritt and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Not long ago" Dennis Merritt wrote one of the best books that I know of about implementing expert systems in Prolog, and I was very glad he published it in our series. The only problem is there are still some unfortunate people around who do not know Prolog and are not sufficiently prepared either to read Merritt's book, or to use this extremely productive language, be it for knowledge-based work or even for everyday programming. Possibly this last statement may surprise you if you were under the impression that Prolog was an "artificial intelligence language" with very limited application potential. Please believe this editor's statement that quite the opposite is true: for at least four years, I have been using Prolog for every programming task in which I am given the option of choosing the language. Therefore, I 'am indeed happy that Dennis Merritt has written another good book on my language of choice, and that it meets the high standard he set with his prior book, Building Expert Systems in Prolog. All that remains for me to do is to wish you success and enjoyment when taking off on your Adventure in Prolog.
Book Synopsis Development of Statistical Expert Systems by : Comunità europee. Istituto statistico
Download or read book Development of Statistical Expert Systems written by Comunità europee. Istituto statistico and published by . This book was released on 1989-12 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Principles of Expert Systems by : Peter Lucas
Download or read book Principles of Expert Systems written by Peter Lucas and published by Addison Wesley Publishing Company. This book was released on 1991 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt:
