Rule Based Systems for Big Data

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Publisher : Springer
ISBN 13 : 3319236962
Total Pages : 127 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Rule Based Systems for Big Data by : Han Liu

Download or read book Rule Based Systems for Big Data written by Han Liu and published by Springer. This book was released on 2015-09-09 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data. The book focuses on the development and evaluation of rule based systems in terms of accuracy, efficiency and interpretability. In particular, a unified framework for building rule based systems, which consists of the operations of rule generation, rule simplification and rule representation, is presented. Each of these operations is detailed using specific methods or techniques. In addition, this book also presents some ensemble learning frameworks for building ensemble rule based systems.

Jess in Action

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Publisher : Simon and Schuster
ISBN 13 : 1638354553
Total Pages : 602 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Jess in Action by : Ernest Friedman-Hill

Download or read book Jess in Action written by Ernest Friedman-Hill and published by Simon and Schuster. This book was released on 2003-06-01 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: Jess in Action first introduces rule programming concepts and teaches you the Jess language. Armed with this knowledge, you then progress through a series of fully-developed applications chosen to expose you to practical rule-based development. The book shows you how you can add power and intelligence to your Java software.

AI for Game Developers

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 9780596005559
Total Pages : 398 pages
Book Rating : 4.0/5 (55 download)

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Book Synopsis AI for Game Developers by : David M. Bourg

Download or read book AI for Game Developers written by David M. Bourg and published by "O'Reilly Media, Inc.". This book was released on 2004 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the author of "Physics for Game Developers," comes a new, non-threatening introduction to the complex subject of game programming.

Intelligent Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 364221004X
Total Pages : 456 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Systems by : Crina Grosan

Download or read book Intelligent Systems written by Crina Grosan and published by Springer Science & Business Media. This book was released on 2011-07-29 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. The current experimental systems have many of the characteristics of biological computers (brains in other words) and are beginning to be built to perform a variety of tasks that are difficult or impossible to do with conventional computers. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. This book comprising of 17 chapters offers a step-by-step introduction (in a chronological order) to the various modern computational intelligence tools used in practical problem solving. Staring with different search techniques including informed and uninformed search, heuristic search, minmax, alpha-beta pruning methods, evolutionary algorithms and swarm intelligent techniques; the authors illustrate the design of knowledge-based systems and advanced expert systems, which incorporate uncertainty and fuzziness. Machine learning algorithms including decision trees and artificial neural networks are presented and finally the fundamentals of hybrid intelligent systems are also depicted. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques, machine learning and data mining would find the comprehensive coverage of this book invaluable.

Python Natural Language Processing

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Publisher : Packt Publishing Ltd
ISBN 13 : 1787285529
Total Pages : 476 pages
Book Rating : 4.7/5 (872 download)

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Book Synopsis Python Natural Language Processing by : Jalaj Thanaki

Download or read book Python Natural Language Processing written by Jalaj Thanaki and published by Packt Publishing Ltd. This book was released on 2017-07-31 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage the power of machine learning and deep learning to extract information from text data About This Book Implement Machine Learning and Deep Learning techniques for efficient natural language processing Get started with NLTK and implement NLP in your applications with ease Understand and interpret human languages with the power of text analysis via Python Who This Book Is For This book is intended for Python developers who wish to start with natural language processing and want to make their applications smarter by implementing NLP in them. What You Will Learn Focus on Python programming paradigms, which are used to develop NLP applications Understand corpus analysis and different types of data attribute. Learn NLP using Python libraries such as NLTK, Polyglot, SpaCy, Standford CoreNLP and so on Learn about Features Extraction and Feature selection as part of Features Engineering. Explore the advantages of vectorization in Deep Learning. Get a better understanding of the architecture of a rule-based system. Optimize and fine-tune Supervised and Unsupervised Machine Learning algorithms for NLP problems. Identify Deep Learning techniques for Natural Language Processing and Natural Language Generation problems. In Detail This book starts off by laying the foundation for Natural Language Processing and why Python is one of the best options to build an NLP-based expert system with advantages such as Community support, availability of frameworks and so on. Later it gives you a better understanding of available free forms of corpus and different types of dataset. After this, you will know how to choose a dataset for natural language processing applications and find the right NLP techniques to process sentences in datasets and understand their structure. You will also learn how to tokenize different parts of sentences and ways to analyze them. During the course of the book, you will explore the semantic as well as syntactic analysis of text. You will understand how to solve various ambiguities in processing human language and will come across various scenarios while performing text analysis. You will learn the very basics of getting the environment ready for natural language processing, move on to the initial setup, and then quickly understand sentences and language parts. You will learn the power of Machine Learning and Deep Learning to extract information from text data. By the end of the book, you will have a clear understanding of natural language processing and will have worked on multiple examples that implement NLP in the real world. Style and approach This book teaches the readers various aspects of natural language Processing using NLTK. It takes the reader from the basic to advance level in a smooth way.

Rule-Based Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 1461314356
Total Pages : 317 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Rule-Based Programming by : Thaddeus J. Kowalski

Download or read book Rule-Based Programming written by Thaddeus J. Kowalski and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rule-Based Programming is a broad presentation of the rule-based programming method with many example programs showing the strengths of the rule-based approach. The rule-based approach has been used extensively in the development of artificial intelligence systems, such as expert systems and machine learning. This rule-based programming technique has been applied in such diverse fields as medical diagnostic systems, insurance and banking systems, as well as automated design and configuration systems. Rule-based programming is also helpful in bridging the semantic gap between an application and a program, allowing domain specialists to understand programs and participate more closely in their development. Over sixty programs are presented and all programs are available from an ftp site. Many of these programs are presented in several versions allowing the reader to see how realistic programs are elaborated from `back of envelope' models. Metaprogramming is also presented as a technique for bridging the `semantic gap'. Rule-Based Programming will be of interest to programmers, systems analysts and other developers of expert systems as well as to researchers and practitioners in artificial intelligence, computer science professionals and educators.

Verification and Validation of Rule-Based Expert Systems

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Author :
Publisher : CRC Press
ISBN 13 : 149871935X
Total Pages : 216 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Verification and Validation of Rule-Based Expert Systems by : Suzanne Smith

Download or read book Verification and Validation of Rule-Based Expert Systems written by Suzanne Smith and published by CRC Press. This book was released on 2018-10-08 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an innovative approach to verifying and validating rule-based expert systems. It features a complete set of techniques and tools that provide a more formal, objective, and automated means of carrying out verification and validation procedures. Many of the concepts behind these procedures have been adapted from conventional software, while others have required that new techniques or tools be created because of the uniqueness of rule-based expert systems. Verification and Validation of Rule-Based Expert Systems is a valuable reference for electrical engineers, software engineers, artificial intelligence experts, and computer scientists involved with object-oriented development, expert systems, and programming languages.

Evolving Rule-Based Models

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Author :
Publisher : Physica
ISBN 13 : 3790817945
Total Pages : 213 pages
Book Rating : 4.7/5 (98 download)

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Book Synopsis Evolving Rule-Based Models by : Plamen P. Angelov

Download or read book Evolving Rule-Based Models written by Plamen P. Angelov and published by Physica. This book was released on 2013-03-20 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea about this book has evolved during the process of its preparation as some of the results have been achieved in parallel with its writing. One reason for this is that in this area of research results are very quickly updated. Another is, possibly, that a strong, unchallenged theoretical basis in this field still does not fully exist. From other hand, the rate of innovation, competition and demand from different branches of industry (from biotech industry to civil and building engineering, from market forecasting to civil aviation, from robotics to emerging e-commerce) is increasingly pressing for more customised solutions based on learning consumers behaviour. A highly interdisciplinary and rapidly innovating field is forming which focus is the design of intelligent, self-adapting systems and machines. It is on the crossroads of control theory, artificial and computational intelligence, different engineering disciplines borrowing heavily from the biology and life sciences. It is often called intelligent control, soft computing or intelligent technology. Some other branches have appeared recently like intelligent agents (which migrated from robotics to different engineering fields), data fusion, knowledge extraction etc., which are inherently related to this field. The core is the attempts to enhance the abilities of the classical control theory in order to have more adequate, flexible, and adaptive models and control algorithms.

Pattern-Directed Inference Systems

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Publisher : Academic Press
ISBN 13 : 1483268381
Total Pages : 673 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Pattern-Directed Inference Systems by : D. A. Waterman

Download or read book Pattern-Directed Inference Systems written by D. A. Waterman and published by Academic Press. This book was released on 2014-05-10 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern-Directed Inference Systems provides a description of the design and implementation of pattern-directed inference systems (PDIS) for various applications. The book also addresses the theoretical significance of PDIS for artificial intelligence and cognitive psychology. The book is divided into eight sections. The introduction provides a brief overview of pattern-directed inference systems, including a historical perspective, a review of basic concepts, and a survey of work in this area. Subsequent chapters address topics on architecture and design, methods for accessing and controlling rule based systems, methods for obtaining adaptive behavior via rule-based systems and cognitive modeling. Constructing models of human information processing, natural language understanding and multilevel systems and complexity are described as well. The last section discusses the earlier chapters in the book and provides a unifying set of principles for the PDIS formalism. Computer scientists, psychologists, engineers, and researchers in artificial intelligence will find the book very informative.

Rule-Based Evolutionary Online Learning Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540253793
Total Pages : 279 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Rule-Based Evolutionary Online Learning Systems by : Martin V. Butz

Download or read book Rule-Based Evolutionary Online Learning Systems written by Martin V. Butz and published by Springer Science & Business Media. This book was released on 2005-11-24 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rule-basedevolutionaryonlinelearningsystems,oftenreferredtoasMichig- style learning classi?er systems (LCSs), were proposed nearly thirty years ago (Holland, 1976; Holland, 1977) originally calling them cognitive systems. LCSs combine the strength of reinforcement learning with the generali- tion capabilities of genetic algorithms promising a ?exible, online general- ing, solely reinforcement dependent learning system. However, despite several initial successful applications of LCSs and their interesting relations with a- mal learning and cognition, understanding of the systems remained somewhat obscured. Questions concerning learning complexity or convergence remained unanswered. Performance in di?erent problem types, problem structures, c- ceptspaces,andhypothesisspacesstayednearlyunpredictable. Thisbookhas the following three major objectives: (1) to establish a facetwise theory - proachforLCSsthatpromotessystemanalysis,understanding,anddesign;(2) to analyze, evaluate, and enhance the XCS classi?er system (Wilson, 1995) by the means of the facetwise approach establishing a fundamental XCS learning theory; (3) to identify both the major advantages of an LCS-based learning approach as well as the most promising potential application areas. Achieving these three objectives leads to a rigorous understanding of LCS functioning that enables the successful application of LCSs to diverse problem types and problem domains. The quantitative analysis of XCS shows that the inter- tive, evolutionary-based online learning mechanism works machine learning competitively yielding a low-order polynomial learning complexity. Moreover, the facetwise analysis approach facilitates the successful design of more - vanced LCSs including Holland’s originally envisioned cognitive systems. Martin V.

Uncertain Rule-Based Fuzzy Systems

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Publisher : Springer
ISBN 13 : 3319513702
Total Pages : 701 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Uncertain Rule-Based Fuzzy Systems by : Jerry M. Mendel

Download or read book Uncertain Rule-Based Fuzzy Systems written by Jerry M. Mendel and published by Springer. This book was released on 2017-05-17 with total page 701 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this textbook provides a fully updated approach to fuzzy sets and systems that can model uncertainty — i.e., “type-2” fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications from time-series forecasting to knowledge mining to control. In this new edition, a bottom-up approach is presented that begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty. The author covers fuzzy rule-based systems – from type-1 to interval type-2 to general type-2 – in one volume. For hands-on experience, the book provides information on accessing MatLab and Java software to complement the content. The book features a full suite of classroom material.

Introduction to Artificial Intelligence

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Publisher : Springer
ISBN 13 : 3319400223
Total Pages : 316 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Introduction to Artificial Intelligence by : Mariusz Flasiński

Download or read book Introduction to Artificial Intelligence written by Mariusz Flasiński and published by Springer. This book was released on 2016-08-31 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the chapters in Part I of this textbook the author introduces the fundamental ideas of artificial intelligence and computational intelligence. In Part II he explains key AI methods such as search, evolutionary computing, logic-based reasoning, knowledge representation, rule-based systems, pattern recognition, neural networks, and cognitive architectures. Finally, in Part III, he expands the context to discuss theories of intelligence in philosophy and psychology, key applications of AI systems, and the likely future of artificial intelligence. A key feature of the author's approach is historical and biographical footnotes, stressing the multidisciplinary character of the field and its pioneers. The book is appropriate for advanced undergraduate and graduate courses in computer science, engineering, and other applied sciences, and the appendices offer short formal, mathematical models and notes to support the reader.

Programming Expert Systems in OPS5

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Publisher : Addison Wesley Publishing Company
ISBN 13 :
Total Pages : 502 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Programming Expert Systems in OPS5 by : Lee Brownston

Download or read book Programming Expert Systems in OPS5 written by Lee Brownston and published by Addison Wesley Publishing Company. This book was released on 1985 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software -- Programming Techniques.

Routledge Encyclopedia of Translation Technology

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Publisher : Routledge
ISBN 13 : 1317608151
Total Pages : 757 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Routledge Encyclopedia of Translation Technology by : Chan Sin-wai

Download or read book Routledge Encyclopedia of Translation Technology written by Chan Sin-wai and published by Routledge. This book was released on 2014-11-13 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Encyclopedia of Translation Technology provides a state-of-the art survey of the field of computer-assisted translation. It is the first definitive reference to provide a comprehensive overview of the general, regional and topical aspects of this increasingly significant area of study. The Encyclopedia is divided into three parts: Part One presents general issues in translation technology, such as its history and development, translator training and various aspects of machine translation, including a valuable case study of its teaching at a major university; Part Two discusses national and regional developments in translation technology, offering contributions covering the crucial territories of China, Canada, France, Hong Kong, Japan, South Africa, Taiwan, the Netherlands and Belgium, the United Kingdom and the United States Part Three evaluates specific matters in translation technology, with entries focused on subjects such as alignment, bitext, computational lexicography, corpus, editing, online translation, subtitling and technology and translation management systems. The Routledge Encyclopedia of Translation Technology draws on the expertise of over fifty contributors from around the world and an international panel of consultant editors to provide a selection of articles on the most pertinent topics in the discipline. All the articles are self-contained, extensively cross-referenced, and include useful and up-to-date references and information for further reading. It will be an invaluable reference work for anyone with a professional or academic interest in the subject.

Contemporary Issues in Audit Management and Forensic Accounting

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Publisher : Emerald Group Publishing
ISBN 13 : 183867635X
Total Pages : 353 pages
Book Rating : 4.8/5 (386 download)

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Book Synopsis Contemporary Issues in Audit Management and Forensic Accounting by : Simon Grima

Download or read book Contemporary Issues in Audit Management and Forensic Accounting written by Simon Grima and published by Emerald Group Publishing. This book was released on 2020-02-10 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the 18 chapters in this volume of Contemporary Studies in Economic and Financial Analysis, expert contributors gather together to examine the extent and characteristics of forensic accounting, a field which has been practiced for many years, but is still not internationally regulated yet.

Managing International Business in Relation-Based versus Rule-Based Countries

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Author :
Publisher : Business Expert Press
ISBN 13 : 1606490850
Total Pages : 154 pages
Book Rating : 4.6/5 (64 download)

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Book Synopsis Managing International Business in Relation-Based versus Rule-Based Countries by : Shaomin Li

Download or read book Managing International Business in Relation-Based versus Rule-Based Countries written by Shaomin Li and published by Business Expert Press. This book was released on 2009-12-25 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book dispels these myths and shows that people rely on the relation-based system not owing to specific cultural factors, but because of the stage of development in these countries. When the market is limited in scale and informal networks are thick, the relation-based system can be quite effective and efficient.

The Way of Z

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Publisher : Cambridge University Press
ISBN 13 : 9780521559768
Total Pages : 382 pages
Book Rating : 4.5/5 (597 download)

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Book Synopsis The Way of Z by : Jonathan Jacky

Download or read book The Way of Z written by Jonathan Jacky and published by Cambridge University Press. This book was released on 1997 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained tutorial on Z for working programmers discussing practical ways to apply formal methods in real projects, first published in 1997.