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Author :
Publisher :
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.:/5 (317 download)
Download or read book Proceedings of the Workshop on Change of Representation and Problem Reformulation written by and published by . This book was released on 1992 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Eugene Fink
Publisher : Physica
ISBN 13 : 3790817740
Total Pages : 360 pages
Book Rating : 4.7/5 (98 download)
Download or read book Changes of Problem Representation written by Eugene Fink and published by Physica. This book was released on 2013-03-20 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of our research is to enhance the efficiency of AI problem solvers by automating representation changes. We have developed a system that improves the description of input problems and selects an appropriate search algorithm for each given problem. Motivation. Researchers have accumulated much evidence on the impor tance of appropriate representations for the efficiency of AI systems. The same problem may be easy or difficult, depending on the way we describe it and on the search algorithm we use. Previous work on the automatic im provement of problem descriptions has mostly been limited to the design of individual learning algorithms. The user has traditionally been responsible for the choice of algorithms appropriate for a given problem. We present a system that integrates multiple description-changing and problem-solving algorithms. The purpose of the reported work is to formalize the concept of representation and to confirm the following hypothesis: An effective representation-changing system can be built from three parts: • a library of problem-solving algorithms; • a library of algorithms that improve problem descriptions; • a control module that selects algorithms for each given problem.
Author : D. Paul Benjamin
Publisher : Springer Science & Business Media
ISBN 13 : 1461315239
Total Pages : 359 pages
Book Rating : 4.4/5 (613 download)
Download or read book Change of Representation and Inductive Bias written by D. Paul Benjamin and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Change of Representation and Inductive Bias One of the most important emerging concerns of machine learning researchers is the dependence of their learning programs on the underlying representations, especially on the languages used to describe hypotheses. The effectiveness of learning algorithms is very sensitive to this choice of language; choosing too large a language permits too many possible hypotheses for a program to consider, precluding effective learning, but choosing too small a language can prohibit a program from being able to find acceptable hypotheses. This dependence is not just a pitfall, however; it is also an opportunity. The work of Saul Amarel over the past two decades has demonstrated the effectiveness of representational shift as a problem-solving technique. An increasing number of machine learning researchers are building programs that learn to alter their language to improve their effectiveness. At the Fourth Machine Learning Workshop held in June, 1987, at the University of California at Irvine, it became clear that the both the machine learning community and the number of topics it addresses had grown so large that the representation issue could not be discussed in sufficient depth. A number of attendees were particularly interested in the related topics of constructive induction, problem reformulation, representation selection, and multiple levels of abstraction. Rob Holte, Larry Rendell, and I decided to hold a workshop in 1988 to discuss these topics. To keep this workshop small, we decided that participation be by invitation only.
Author : James L. Rash
Publisher :
ISBN 13 :
Total Pages : 382 pages
Book Rating : 4.:/5 (317 download)
Download or read book 1991 Goddard Conference on Space Applications of Artificial Intelligence written by James L. Rash and published by . This book was released on 1991 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 380 pages
Book Rating : 4.:/5 (89 download)
Download or read book Goddard Conference on Space Applications of Artificial Intelligence written by and published by . This book was released on 1991 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Lorenza Saitta
Publisher : Springer Science & Business Media
ISBN 13 : 1461470528
Total Pages : 488 pages
Book Rating : 4.4/5 (614 download)
Download or read book Abstraction in Artificial Intelligence and Complex Systems written by Lorenza Saitta and published by Springer Science & Business Media. This book was released on 2013-06-05 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstraction is a fundamental mechanism underlying both human and artificial perception, representation of knowledge, reasoning and learning. This mechanism plays a crucial role in many disciplines, notably Computer Programming, Natural and Artificial Vision, Complex Systems, Artificial Intelligence and Machine Learning, Art, and Cognitive Sciences. This book first provides the reader with an overview of the notions of abstraction proposed in various disciplines by comparing both commonalities and differences. After discussing the characterizing properties of abstraction, a formal model, the KRA model, is presented to capture them. This model makes the notion of abstraction easily applicable by means of the introduction of a set of abstraction operators and abstraction patterns, reusable across different domains and applications. It is the impact of abstraction in Artificial Intelligence, Complex Systems and Machine Learning which creates the core of the book. A general framework, based on the KRA model, is presented, and its pragmatic power is illustrated with three case studies: Model-based diagnosis, Cartographic Generalization, and learning Hierarchical Hidden Markov Models.
Author : Bernhard Nebel
Publisher : Morgan Kaufmann Publishers
ISBN 13 :
Total Pages : 834 pages
Book Rating : 4.F/5 ( download)
Download or read book Principles of Knowledge Representation and Reasoning written by Bernhard Nebel and published by Morgan Kaufmann Publishers. This book was released on 1992 with total page 834 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stringently reviewed papers presented at the October 1992 meeting held in Cambridge, Mass., address such topics as nonmonotonic logic; taxonomic logic; specialized algorithms for temporal, spatial, and numerical reasoning; and knowledge representation issues in planning, diagnosis, and natural langu
Author :
Publisher :
ISBN 13 :
Total Pages : 588 pages
Book Rating : 4.3/5 (91 download)
Download or read book NASA Conference Publication written by and published by . This book was released on 1991 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 206 pages
Book Rating : 4.:/5 (321 download)
Download or read book Proceedings written by and published by . This book was released on 1994 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Papers from the September 1994 conference. Contributions describe basic research, novel applications, working systems, and experience with applying knowledge-based techniques in support of software processes. Topics covered include abstract data structure recognition, user interface design assistance for large-scale software development, and knowledge-based risk assessment and cost estimation. Lacks an index. Annotation copyright by Book News, Inc., Portland, OR.
Download or read book Monthly Catalog of United States Government Publications written by and published by . This book was released on 1998-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Michael Hübner
Publisher : KIT Scientific Publishing
ISBN 13 : 3866445156
Total Pages : 194 pages
Book Rating : 4.8/5 (664 download)
Download or read book Proceedings of the 5th International Workshop on Reconfigurable Communication-centric Systems on Chip 2010 - ReCoSoC'10 written by Michael Hübner and published by KIT Scientific Publishing. This book was released on 2010 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Canadian Society for Computational Studies of Intelligence. Conference
Publisher : Toronto, Ont. : The Society
ISBN 13 :
Total Pages : 320 pages
Book Rating : 4.:/5 (318 download)
Download or read book Proceedings of the Tenth Biennial Conference of the Canadian Society for Computational Studies of Intelligence : Banff Park Lodge, Banff, Alberta, 16-20 May 1994 written by Canadian Society for Computational Studies of Intelligence. Conference and published by Toronto, Ont. : The Society. This book was released on 1994 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Darpa
Publisher : Morgan Kaufmann
ISBN 13 : 9781558606388
Total Pages : 302 pages
Book Rating : 4.6/5 (63 download)
Download or read book Broadcast News Workshop '99 Proceedings written by Darpa and published by Morgan Kaufmann. This book was released on 1999-06-29 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Sven Koenig
Publisher : Springer
ISBN 13 : 3540456228
Total Pages : 360 pages
Book Rating : 4.5/5 (44 download)
Download or read book Abstraction, Reformulation, and Approximation written by Sven Koenig and published by Springer. This book was released on 2003-08-02 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: It has been recognized since the inception of Artificial Intelligence (AI) that abstractions, problem reformulations, and approximations (AR&A) are central to human common sense reasoning and problem solving and to the ability of systems to reason effectively in complex domains. AR&A techniques have been used to solve a variety of tasks, including automatic programming, constraint satisfaction, design, diagnosis, machine learning, search, planning, reasoning, game playing, scheduling, and theorem proving. The primary purpose of AR&A techniques in such settings is to overcome computational intractability. In addition, AR&A techniques are useful for accelerating learning and for summarizing sets of solutions. This volume contains the proceedings of SARA 2002, the fifth Symposium on Abstraction, Reformulation, and Approximation, held at Kananaskis Mountain Lodge, Kananaskis Village, Alberta (Canada), August 2 4, 2002. The SARA series is the continuation of two separate threads of workshops: AAAI workshops in 1990 and 1992, and an ad hoc series beginning with the "Knowledge Compilation" workshop in 1986 and the "Change of Representation and Inductive Bias" workshop in 1988 with followup workshops in 1990 and 1992. The two workshop series merged in 1994 to form the first SARA. Subsequent SARAs were held in 1995, 1998, and 2000.
Author : Morton Ann Gernsbacher
Publisher : Routledge
ISBN 13 : 131770844X
Total Pages : 1305 pages
Book Rating : 4.3/5 (177 download)
Download or read book Proceedings of the Twentieth Annual Conference of the Cognitive Science Society written by Morton Ann Gernsbacher and published by Routledge. This book was released on 2022-05-16 with total page 1305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume features the complete text of the material presented at the Twentieth Annual Conference of the Cognitive Science Society. As in previous years, the symposium included an interesting mixture of papers on many topics from researchers with diverse backgrounds and different goals, presenting a multifaceted view of cognitive science. This volume contains papers, posters, and summaries of symposia presented at the leading conference that brings cognitive scientists together to discuss issues of theoretical and applied concern. Submitted presentations are represented in these proceedings as "long papers" (those presented as spoken presentations and "full posters" at the conference) and "short papers" (those presented as "abstract posters" by members of the Cognitive Science Society).
Author :
Publisher :
ISBN 13 :
Total Pages : 390 pages
Book Rating : 4.:/5 (318 download)
Download or read book Proceedings of the IEEE Computer Society Workshop on Computer Vision written by and published by . This book was released on 1987 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 904 pages
Book Rating : 4.:/5 (318 download)
Download or read book AAAI-92 written by and published by . This book was released on 1992 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: AAAI proceedings describe innovative concepts, techniques, perspectives, and observations that present promising research directions in artificial intelligence.The focus of the AAAI-92 conference is on the re integration of AI as a diverse but coherent whole. Accordingly the traditional list of community-based content areas has been replaced by a more neutral set of taxonomies that span the field. For example, a paper proposing a new epistemology for representing the physical world based on an analysis of human brain structure would be described as "representation, physical world, biological." The papers collected here represent significant research contributions to such areas as the principles underlying cognition, perception, and action in man and machine; the design, application, and evaluation of AI algorithms and systems; and the analysis of domains in which AI systems perform.
