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Author: Douglas B. Lenat
Publisher:
ISBN:
Category :
Languages : en
Pages : 345
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Book Description
Author: Douglas B. Lenat
Publisher:
ISBN:
Category :
Languages : en
Pages : 345
Get Book Here
Book Description
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 345
Get Book Here
Book Description
Author: Douglas Bruce Lenat
Publisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 758
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Book Description
Author: Derek Partridge
Publisher: Cambridge University Press
ISBN: 9780521359443
Category : Computers
Languages : en
Pages : 516
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Book Description
This outstanding collection is designed to address the fundamental issues and principles underlying the task of Artificial Intelligence.
Author: D. Navinchandra
Publisher: Springer Science & Business Media
ISBN: 1461231140
Category : Computers
Languages : en
Pages : 203
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Book Description
Exploration and Innovation in Design is one of the first books to present both conceptual and computational models of processes which have the potential to produce innovative results at early stages of design. Discussed here is the concept of exploration where the system, using computational processes, moves outside predefined available decisions. Sections of this volume discuss areas such as design representation and search, exploration and the emergence of new criteria, and precedent-based adaptation. In addition, the author presents the overall architecture of a design system and shows how the pieces fit together into one coherent system. Concluding chapters of the book discuss relationships of work in design to other research efforts, applications, and future research directions in design. The ideas and processes presented in this volume further our understanding of computational models of design, particularly those that are capable of assisting in the production of non-routine designs, and affirm that we are indeed moving toward a science of design.
Author: Jude W. Shavlik
Publisher: Morgan Kaufmann
ISBN: 9781558601437
Category : Computers
Languages : en
Pages : 868
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Book Description
The ability to learn is a fundamental characteristic of intelligent behavior. Consequently, machine learning has been a focus of artificial intelligence since the beginnings of AI in the 1950s. The 1980s saw tremendous growth in the field, and this growth promises to continue with valuable contributions to science, engineering, and business. Readings in Machine Learning collects the best of the published machine learning literature, including papers that address a wide range of learning tasks, and that introduce a variety of techniques for giving machines the ability to learn. The editors, in cooperation with a group of expert referees, have chosen important papers that empirically study, theoretically analyze, or psychologically justify machine learning algorithms. The papers are grouped into a dozen categories, each of which is introduced by the editors.
Author: Pat Langley
Publisher: Morgan Kaufmann
ISBN: 1483282856
Category : Computers
Languages : en
Pages : 410
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Book Description
Proceedings of the Fourth International Workshop on Machine Learning provides careful theoretical analyses that make clear contact with traditional problems in machine learning. This book discusses the key role of learning in cognition. Organized into 39 chapters, this book begins with an overview of pattern recognition systems of necessity that incorporate an approximate-matching process to determine the degree of similarity between an unknown input and all stored references. This text then describes the rationale in the Protos system for relegating inductive learning and deductive problem solving to minor roles in support of retaining, indexing and matching exemplars. Other chapters consider the power as well as the appropriateness of exemplar-based representations and their associated acquisition methods. This book discusses as well the extensions to the way a case is classified by a decision tree that address shortcomings. The final chapter deals with the advances in machine learning research. This book is a valuable resource for psychologists, scientists, theorists, and research workers.
Author: M. Tim Jones
Publisher: Jones & Bartlett Learning
ISBN: 9781449631154
Category : Computers
Languages : en
Pages : 522
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Book Description
This book offers students and AI programmers a new perspective on the study of artificial intelligence concepts. The essential topics and theory of AI are presented, but it also includes practical information on data input & reduction as well as data output (i.e., algorithm usage). Because traditional AI concepts such as pattern recognition, numerical optimization and data mining are now simply types of algorithms, a different approach is needed. This “sensor / algorithm / effecter” approach grounds the algorithms with an environment, helps students and AI practitioners to better understand them, and subsequently, how to apply them. The book has numerous up to date applications in game programming, intelligent agents, neural networks, artificial immune systems, and more. A CD-ROM with simulations, code, and figures accompanies the book.
Author: S. F. Chipman
Publisher: Routledge
ISBN: 1136558152
Category : Education
Languages : en
Pages : 694
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Book Description
First Published in 1985, Currently, two streams of endeavor offer promise for improving school effectiveness in developing students’ higher cognitive capacities. One of these is represented by the increased interest of school districts, colleges, and universities in identifying ways to help their students build the cognitive skills that enable them to learn and think effectively. What can be done, they ask, beyond teaching the fundamentals of reading, writing, arithmetic, and subject-matter knowledge, to enable students to use their skills and knowledge for effective problem solving, reasoning, and comprehension? The second stream is apparent in recent scientific advances in the study of intelligence, human development, problem solving, the structure of acquired knowledge, and the skills of learning. This is volume two of a collection of conference papers based on this topic.
Author: Paul A. Fishwick
Publisher: Springer Science & Business Media
ISBN: 1461230403
Category : Computers
Languages : en
Pages : 310
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Book Description
Knowledge-Based Simulation: Methodology and Application represents a recent compilation of research material that reviews fundamental concepts of simulation methodology and knowledge-based simulation applications. Knowledge-based simulation represents a new and exciting bridge area linking the fields of computer simulation and artificial intelligence. This book will appeal to both theorists and practitioners who require simulation to solve complex problems. A primary attraction of the book is its emphasis on both methodology and applications. In this way, the reader can explore new methods for encoding knowledge-inten- sive information into a simulation model, and new applications that utilize these methods.
