Computer Programming Ebooks collection » Artificial Intelligence
Posted: February 27th, 2008, 5:40pm CET by admin
Publisher Idea Group Publishing
Author(s) Julian Dorrado
ISBN 1591409039
Release Date 18 November 2005
Artificial Neural Networks in Real-Life Applications offers an outlook on the most recent works in the field of artificial neural networks (ANN). It includes theoretical developments of the ANN area and applications of these systems, using intelligent characteristics for adaptability, automatic learning, classification, prediction [...]
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Posted: February 27th, 2008, 5:38pm CET by admin
Publisher The MIT Press
Author(s) James A. Anderson
ISBN 0262011441
Release Date 30 November 1999
An Introduction to Neural Networks falls into a new ecological niche for texts. Based on notes that have been class-tested for more than a decade, it is aimed at cognitive science and neuroscience students who need to understand brain function in terms of [...]
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Posted: February 27th, 2008, 5:29pm CET by admin
Publisher The MIT Press
Author(s) Yali Amit
ISBN 0262011948
Release Date 01 November 2002
Page 324
Two important subproblems of computer vision are the detection and recognition of 2D objects in gray-level images. This book discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. The approach is based [...]
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Posted: February 27th, 2008, 5:28pm CET by admin
Publisher CRC Press
Author(s) Robert B. Macy
ISBN 0849394627
Release Date 17 October 1995
The addition of artificial neural network computing to traditional pattern recognition has given rise to a new, different, and more powerful methodology that is presented in this interesting book. This is a practical guide to the application of artificial neural networks.Geared toward the practitioner, Pattern [...]
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Posted: February 27th, 2008, 5:26pm CET by admin
Publisher Addison-Wesley
Author(s) David M. Skapura
ISBN 0201513765
Release Date 21 June 1991
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Posted: February 27th, 2008, 5:23pm CET by admin
Publisher CRC Press
Author(s) P. S. Neelakanta
ISBN 0849324882
Release Date 12 July 1994
Neural Network Modeling offers a cohesive approach to the statistical mechanics and principles of cybernetics as a basis for neural network modeling. It brings together neurobiologists and the engineers who design intelligent automata to understand the physics of collective behavior pertinent to neural elements and [...]
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Posted: February 27th, 2008, 2:51pm CET by admin
Publisher CRC Press
Author(s) Gerhard X. Ritter
ISBN 0849300754
Release Date 21 September, 2000
The Second Edition of the best-selling Handbook of Computer Vision Algorithms in Image Algebra, continues to provide an outstanding introduction to Image Algebra. It describes more than 80 fundamental computer vision techniques and introduces the portable iac++ library, which supports image algebra programming in the [...]
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Posted: February 27th, 2008, 2:50pm CET by admin
Publisher CRC Press
Author(s) Joseph N. Wilson
ISBN 0849326362
Release Date 30 November 1999
Image algebra is a comprehensive, unifying theory of image transformations, image analysis, and image understanding. In 1996, the bestselling first edition of the Handbook of Computer Vision Algorithms in Image Algebra introduced engineers, scientists, and students to this powerful tool, its basic concepts, and its [...]
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Posted: February 27th, 2008, 2:47pm CET by admin
Publisher Springer-Verlag
Author(s) Krzysztof Krawiec
ISBN 0387212957
Release Date 17 February, 2005
Evolutionary computation is becoming increasingly important for computer vision and pattern recognition and provides a systematic way of synthesis and analysis of object detection and recognition systems. Incorporating “learning” into recognition systems will enable these systems to automatically generate new features on the fly and cleverly select [...]
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Posted: February 27th, 2008, 2:46pm CET by admin
Publisher Prentice Hall
Author(s) Jean Ponce
ISBN 0130851981
Release Date 14 August, 2002
The accessible presentation of this book gives both a general view of the entire computer vision enterprise and also offers sufficient detail to be able to build useful applications. Users learn techniques that have proven to be useful by first-hand experience and a wide range of [...]
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Posted: February 27th, 2008, 2:44pm CET by admin
Publisher Academic Press
Author(s) Bernd Jahne
ISBN 0123797772
Release Date 15 May 2000
Based on the highly successful 3-volume reference Handbook of Computer Vision and Applications, this concise edition covers in a single volume the entire spectrum of computer vision ranging form the imaging process to high-end algorithms and applications. This book consists of three parts, including an application [...]
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Posted: February 27th, 2008, 2:42pm CET by admin
Publisher Cambridge University Press
Author(s) Andrew Zisserman
ISBN 0521540518
Release Date 19 April 2004
A basic problem in computer vision is to understand the structure of a real world scene. This book covers relevant geometric principles and how to represent objects algebraically so they can be computed and applied. Recent major developments in the theory and practice of scene [...]
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Posted: February 27th, 2008, 2:40pm CET by admin
Publisher Springer-Verlag
Author(s) Thomas S. Huang
ISBN 1402032749
Release Date 05 August 2005
The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of computer vision and machine learning techniques has the promise of advancing the field of computer vision, which contributes to better understanding of [...]
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Posted: February 27th, 2008, 2:37pm CET by admin
Publisher Prentice Hall
Author(s) Alessandro Verri
ISBN 0132611082
Release Date 06 March 1998
An applied introduction to modern computer vision, focusing on a set of computational techniques for 3-D imaging, this book covers a wide range of fundamental problems encountered within computer vision and provides detailed algorithmic and theoretical solutions for each. Each chapter concentrates on a specific problem [...]
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Posted: February 27th, 2008, 2:35pm CET by admin
Publisher Springer-Verlag
Author(s) J.M. Kinser
ISBN 354024218X
Release Date 13 September 2005
This is the first book to explain and demonstrate the tremendous ability of Pulse-Coupled Neural Networks (PCNNs) when applied to the field of image processing. PCNNs and their derivatives are biologically inspired models that are powerful tools for extracting texture, segments, and edges from images. As these [...]
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Posted: February 27th, 2008, 2:33pm CET by admin
Publisher Springer-Verlag
Author(s) Olivier Faugeras
ISBN 0387263713
Release Date 31 October 2005
This comprehensive volume is an essential reference tool for professional and academic researchers in the filed of computer vision, image processing, and applied mathematics. Continuing rapid advances in image processing have been enhanced by the theoretical efforts of mathematicians and engineers. This marriage of mathematics and computer [...]
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Posted: February 27th, 2008, 12:22pm CET by admin
Publisher Springer-Verlag
Author(s) Pierre M. Nugues
ISBN 354025031X
Release Date 11 May 2006
Pierre Nugues’ research is focused on natural language processing for advanced user interfaces and spoken dialogue. This includes the design and the implementation of conversational agents within a multimodal framework and text visualization. He led the team that designed a navigation agent - Ulysse - that [...]
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Posted: February 27th, 2008, 12:18pm CET by admin
Publisher The MIT Press
Author(s) Melanie Mitchell
ISBN 0262631857
Release Date 06 February 1998
Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and [...]
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Posted: February 27th, 2008, 12:16pm CET by admin
Publisher Springer-Verlag
Author(s) Frank Stephan
ISBN 3540466495
Release Date 06 November 2006
This book constitutes the refereed proceedings of the 17th International Conference on Algorithmic Learning Theory, ALT 2006, held in Barcelona, Spain in October 2006, colocated with the 9th International Conference on Discovery Science, DS 2006.
The 24 revised full papers presented together with the abstracts of 5 invited [...]
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Posted: February 27th, 2008, 12:15pm CET by admin
Publisher Idea Group Publishing
Author(s) John Fulcher
ISBN 159140827X
Release Date 29 March 2006
Whether any one technology will prove to be the central one in creating artificial intelligence, or whether a combination of technologies will be necessary to create an artificial intelligence is still an open question, so many scientists are experimenting with mixtures of such techniques. In [...]
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Posted: February 27th, 2008, 12:11pm CET by admin
Publisher Prentice Hall
Author(s) Peter Norvig
ISBN 0137903952
Release Date 20 December 2002
Artificial Intelligence: A Modern Approach introduces basic ideas in artificial intelligence from the perspective of building intelligent agents, which the authors define as “anything that can be viewed as perceiving its environment through sensors and acting upon the environment through effectors.” This textbook is up-to-date and [...]
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Posted: February 27th, 2008, 12:09pm CET by admin
Publisher Springer-Verlag
Author(s) Vladan Devedzic
ISBN 1402081502
Release Date 27 July 2004
Artificial Intelligence and Innovations (AIAI) will interest researchers, IT professionals and consultants by examining technologies and applications of demonstrable value. The conference focused on profitable intelligent systems and technologies.
AIAI focuses on real world applications; therefore authors should highlight the benefits of AI technology for industry and services. [...]
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Posted: February 27th, 2008, 12:06pm CET by admin
Publisher CRC Press
Author(s) Amit Konar
ISBN 0849313856
Release Date 08 December 1999
This unique volume presents both the traditional and the modern aspects of artificial intelligence (AI) and soft computing in a clear, insightful, and highly comprehensive style. It provides an in-depth analysis of mathematical models and algorithms and demonstrates their applications in real world problems. Beginning with [...]
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Posted: February 27th, 2008, 11:59am CET by admin
Publisher Lawrence Erlbaum Associates
Author(s) David A. Ferrucci
ISBN 080581986X
Release Date 16 December 1999
Machines that can summarize documents are commonplace, as well as machines that can extract words and lines from paragraphs and rearrange them to possibly form something useful or interesting. But can a machine write a short story, or even a full-fledged novel with complex [...]
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Posted: February 27th, 2008, 11:55am CET by admin
Publisher CRC Press
Author(s) C.S. Krishnamoorthy
ISBN 0849391253
Release Date 20 September 1996
This book provides a comprehensive presentation of artificial intelligence (AI) methodologies and tools valuable for solving a wide spectrum of engineering problems. What’s more, it offers these AI tools on an accompanying disk with easy-to-use software. Artificial Intelligence and Expert Systems for Engineers details the AI-based [...]
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Posted: February 27th, 2008, 11:52am CET by admin
Publisher Springer-Verlag
Author(s) Anil Menon
ISBN 1402075243
Release Date 29 February 2004
Frontiers of Evolutionary Computation brings together eleven contributions by international leading researchers discussing what significant issues still remain unresolved in the field of Evolutionary Computation (EC). They explore such topics as the role of building blocks, the balancing of exploration with exploitation, the modeling of EC algorithms, [...]
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Posted: February 27th, 2008, 11:49am CET by admin
Publisher Wiley
Author(s) Simon Shiu, Sankar K. Pal
ISBN 0471086355
Release Date 05 March 2004
Page 274
* Provides a self-contained description of this important aspect of information processing and decision support technology.
* Presents basic definitions, principles, applications, and a detailed bibliography.
* Covers a range of real-world examples including control, data mining, and pattern recognition.
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Posted: February 27th, 2008, 11:46am CET by admin
Publisher W H Freeman & Co (Sd)
Author(s) Steven L. Tanimoto
ISBN 0716780283
Release Date 12 February 1987
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Posted: February 27th, 2008, 11:41am CET by admin
Publisher Wiley
Author(s) Katherine Morton
ISBN 047085538X
Release Date 18 April 2005
With a growing need for understanding the process involved in producing and perceiving spoken language, this timely publication answers these questions in an accessible reference. Containing material resulting from many years’ teaching and research, Speech Synthesis provides a complete account of the theory of speech. By bringing [...]
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Posted: February 27th, 2008, 11:36am CET by admin
Publisher World Scientific Publishing Company
Author(s) Y.-Q. Zhang (Editor), A. Kandel (Editor), T. Y. Lin (Editor), Y. Y. Yao (Editor)
ISBN 9812388273
Release Date 01 June 2004
Page 559
Ripped by eBook-LinG
This review volume introduces the novel intelligent Web theory called computational Web intelligence (CWI) based on computational intelligence (CI) and Web technology (WT). It takes an in-depth look [...]
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Posted: February 27th, 2008, 11:33am CET by admin
Publisher Newnes
Author(s) Daniel Minoli
ISBN 075068206X
Release Date 11 April 2006
IPv6 (Internet Protocol version 6) is the future of Internet telephony. And this book is your guide to that future.
IPv6 is the replacement for the currently used IPv4 (Internet Protocol version 4). IPv6 will offer increased IP addresses (full 128-bit addresses, compared to the 32-bit addresses of [...]
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Posted: February 27th, 2008, 7:25am CET by admin
Publisher Springer-Verlag
Author(s) Una-May O’Reilly , Tina Yu , Rick Riolo , Bill Worzel
ISBN 0387232532
Release Date 26 October 2004
Page 320
This volume explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a second workshop at the University of Michigan’s Center for the Study of [...]
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Posted: February 27th, 2008, 7:22am CET by admin
Publisher CRC Press
Author(s) Witold Pedrycz
ISBN 0849394023
Release Date 22 February 1995
This book presents the genuine essence of engineering of fuzzy sets. It includes sound theory, a general methodological framework, efficient algorithms, and detailed validation schemes. Fuzzy Sets Engineering offers discussions in a top-down fashion, with general methodology followed by specific domains which rely strongly on the [...]
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Posted: February 27th, 2008, 7:21am CET by admin
Publisher Wiley
Author(s) James J. Buckley
ISBN 0471388599
Release Date 30 November 1999
Fuzzy sets were for a long time not accepted by the AI community. Now they have become highly evolved and their techniques are well established. This book will teach the reader how to construct a fuzzy expert system to solve real-world problems. After a general discussion [...]
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Posted: February 27th, 2008, 7:20am CET by admin
Publisher Springer-Verlag
Author(s) Zongmin Ma
ISBN 3540306757
Release Date 14 March 2006
This book presents recent advances for imprecise and uncertain engineering information from the point of view of fuzzy database modeling. The topics include fuzzy conceptual data modeling of engineering information, conversion of the fuzzy conceptual models, and database implementation of the fuzzy conceptual data models. Some major data and database models for engineering information modeling are investigated. The main novel aspect of this book is that the book focuses on imprecise and uncertain industrial information modeling viewed from databases and fuzzy database technologies viewed from industrial applications. This may be useful for people involved in theory research, design implementation, and application development of intelligent engineering databases.
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Posted: February 27th, 2008, 7:18am CET by admin
Publisher Prentice Hall
Author(s) Biing-Hwang Juang
ISBN 0130151572
Release Date 12 April 1993
Provides a theoretically sound, technically accurate, and complete description of the basic knowledge and ideas that constitute a modern system for speech recognition by machine. Covers production, perception, and acoustic-phonetic characterization of the speech signal; signal processing and analysis methods for speech recognition; pattern comparison techniques; speech recognition system design and implementation; theory and implementation of hidden Markov models; speech recognition based on connected word models; large vocabulary continuous speech recognition; and task- oriented application of automatic speech recognition. For practicing engineers, scientists, linguists, and programmers interested in speech recognition.
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Posted: February 27th, 2008, 7:16am CET by admin
Publisher The MIT Press
Author(s) Alexander J. Smola
ISBN 0262194759
Release Date 15 December 2001
In the 1990s, a new type of learning algorithm was developed, based on results from statistical learning theory: the Support Vector Machine (SVM). This gave rise to a new class of theoretically elegant learning machines that use a central concept of SVMs—-kernels–for a number of learning tasks. Kernel machines provide a modular framework that can be adapted to different tasks and domains by the choice of the kernel function and the base algorithm. They are replacing neural networks in a variety of fields, including engineering, information retrieval, and bioinformatics.
Learning with Kernels provides an introduction to SVMs and related kernel methods. Although the book begins with the basics, it also includes the latest research. It provides all of the concepts necessary to enable a reader equipped with some basic mathematical knowledge to enter the world of machine learning using theoretically well-founded yet easy-to-use kernel algorithms and to understand and apply the powerful algorithms that have been developed over the last few years.
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Posted: February 27th, 2008, 7:14am CET by admin
Publisher CRC Press
Author(s) Lofti A. Zadeh
ISBN 0849398037
Release Date 28 September 1998
Comprehensively addresses the more important developments in the use of intelligent techniques in solving industrial problems. Singularly reflects the increasing study of computational intelligence techniques for designing and monitoring complex, less predictable electrical or mechanical systems
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Posted: February 27th, 2008, 7:13am CET by admin
Publisher World Scientific Publishing Company
Author(s) Abraham Kandel
ISBN 9810233124
Release Date 01 December 1999
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Posted: February 27th, 2008, 7:11am CET by admin
Publisher CRC Press
Author(s) Gideon Langholz
ISBN 0849342295
Release Date 21 February 1992
Hybrid architecture for intelligent systems is a new field of artificial intelligence concerned with the development of the next generation of intelligent systems. This volume is the first book to delineate current research interests in hybrid architectures for intelligent systems. The book is divided into two parts. The first part is devoted to the theory, methodologies, and algorithms of intelligent hybrid systems. The second part examines current applications of intelligent hybrid systems in areas such as data analysis, pattern classification and recognition, intelligent robot control, medical diagnosis, architecture, wastewater treatment, and flexible manufacturing systems. Hybrid Architectures for Intelligent Systems is an important reference for computer scientists and electrical engineers involved with artificial intelligence, neural networks, parallel processing, robotics, and systems architecture.
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Posted: February 27th, 2008, 7:08am CET by admin
Publisher The MIT Press
Author(s) John R. Koza
ISBN 0262111705
Release Date 11 December 1992
Genetic programming may be more powerful than neural networks and other machine learning techniques, able to solve problems in a wider range of disciplines. In this ground-breaking book, John Koza shows how this remarkable paradigm works and provides substantial empirical evidence that solutions to a great variety of problems from many different fields can be found by genetically breeding populations of computer programs. Genetic Programming contains a great many worked examples and includes a sample computer code that will allow readers to run their own programs.
In getting computers to solve problems without being explicitly programmed, Koza stresses two points: that seemingly different problems from a variety of fields can be reformulated as problems of program induction, and that the recently developed genetic programming paradigm provides a way to search the space of possible computer programs for a highly fit individual computer program to solve the problems of program induction. Good programs are found by evolving them in a computer against a fitness measure instead of by sitting down and writing them.
John R. Koza is Consulting Associate Professor in the Computer Science Department at Stanford University.
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