KI 2009: Advances in Artificial Intelligence

KI 2009: Advances in Artificial Intelligence PDF

Author: Bärbel Mertsching

Publisher: Springer Science & Business Media

Published: 2009-09-18

Total Pages: 757

ISBN-13: 3642046169

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This book constitutes the thoroughly refereed proceedings of the 32nd Annual German Conference on Artificial Intelligence, KI 2009, held in Paderborn, Germany, in September 2009. The 76 revised full papers presented together with 15 posters were carefully reviewed and selected from 126 submissions. The papers are divided in topical sections on planning and scheduling; vision and perception; machine learning and data mining; evolutionary computing; natural language processing; knowledge representation and reasoning; cognition; history and philosophical foundations; AI and engineering; automated reasoning; spatial and temporal reasoning; agents and intelligent virtual environments; experience adn knowledge management; and robotics.

KI 2010: Advances in Artificial Intelligence

KI 2010: Advances in Artificial Intelligence PDF

Author: Rüdiger Dillmann

Publisher: Springer

Published: 2010-09-08

Total Pages: 458

ISBN-13: 3642161111

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The 33rd Annual German Conference on Arti?cial Intelligence (KI 2010) took place at the Karlsruhe Institute of Technology KIT, September 21–24, 2010, under the motto “Anthropomatic Systems.” In this volume you will ?nd the keynote paper and 49 papers of oral and poster presentations. The papers were selected from 73 submissions, resulting in an acceptance rate of 67%. As usual at the KI conferences, two entire days were allocated for targeted workshops—seventhis year—andone tutorial. The workshopand tutorialma- rials are not contained in this volume, but the conference website, www.ki2010.kit.edu,will provide information and references to their contents. Recent trends in AI research have been focusing on anthropomatic systems, which address synergies between humans and intelligent machines. This trend is emphasized through the topics of the overall conference program. They include learning systems, cognition, robotics, perception and action, knowledge rep- sentation and reasoning, and planning and decision making. Many topics deal with uncertainty in various scenarios and incompleteness of knowledge. Summarizing, KI 2010 provides a cross section of recent research in modern AI methods and anthropomatic system applications. We are very grateful that Jos ́ edel Mill ́ an, Hans-Hellmut Nagel, Carl Edward Rasmussen, and David Vernon accepted our invitation to give a talk.

KI 2013: Advances in Artificial Intelligence

KI 2013: Advances in Artificial Intelligence PDF

Author: Ingo J. Timm

Publisher: Springer

Published: 2013-08-20

Total Pages: 328

ISBN-13: 3642409423

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This book constitutes the refereed proceedings of the 36th Annual German Conference on Artificial Intelligence, KI 2013, held in Koblenz, Germany, in September 2013. The 24 revised full papers presented together with 8 short papers were carefully reviewed and selected from 70 submissions. The papers contain research results on theory and applications of all aspects of AI.

KI 2012: Advances in Artificial Intelligence

KI 2012: Advances in Artificial Intelligence PDF

Author: Birte Glimm

Publisher: Springer

Published: 2012-09-08

Total Pages: 278

ISBN-13: 3642333478

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This book constitutes the refereed proceedings of the 35th Annual German Conference on Artificial Intelligence, KI 2012, held in Saarbrücken, Germany, in September 2012. The 19 revised full papers presented together with 9 short papers were carefully reviewed and selected from 57 submissions. The papers contain research results on theory and applicaiton of all aspects of AI.

KI 2016: Advances in Artificial Intelligence

KI 2016: Advances in Artificial Intelligence PDF

Author: Gerhard Friedrich

Publisher: Springer

Published: 2016-09-08

Total Pages: 318

ISBN-13: 3319460730

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This book constitutes the refereed proceedings of the 39th Annual German Conference on Artificial Intelligence, KI 2016, in conjunction with the Österreichische Gesellschaft für Artificial Intelligence, ÖGAI, held in Klagenfurt, Austria, in September 2016. The 8 revised full technical papers presented together with 12 technical communications, and 16 extended abstracts were carefully reviewed and selected from 44 submissions. The conference provides the opportunity to present a wider range of results and ideas that are of interest to the KI audience, including reports about recent own publications, position papers, and previews of ongoing work.

MICAI 2009: Advances in Artificial Intelligence

MICAI 2009: Advances in Artificial Intelligence PDF

Author: Arturo Hernández Aguirre

Publisher: Springer

Published: 2009-11-02

Total Pages: 759

ISBN-13: 3642052584

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This book constitutes the refereed proceedings of the 8th Mexican International Conference on Artificial Intelligence, MICAI 2009, held in Guanajuato, Mexico, in November 2009. The 63 revised full papers presented together with one invited talk were carefully reviewed and selected from 215 submissions. The papers are organized in topical sections on logic and reasoning, ontologies, knowledge management and knowledge-based systems, uncertainty and probabilistic reasoning, natural language processing, data mining, machine learning, pattern recognition, computer vision and image processing, robotics, planning and scheduling, fuzzy logic, neural networks, intelligent tutoring systems, bioinformatics and medical applications, hybrid intelligent systems and evolutionary algorithms.

Machine Learning for Evolution Strategies

Machine Learning for Evolution Strategies PDF

Author: Oliver Kramer

Publisher: Springer

Published: 2016-05-25

Total Pages: 124

ISBN-13: 3319333836

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This book introduces numerous algorithmic hybridizations between both worlds that show how machine learning can improve and support evolution strategies. The set of methods comprises covariance matrix estimation, meta-modeling of fitness and constraint functions, dimensionality reduction for search and visualization of high-dimensional optimization processes, and clustering-based niching. After giving an introduction to evolution strategies and machine learning, the book builds the bridge between both worlds with an algorithmic and experimental perspective. Experiments mostly employ a (1+1)-ES and are implemented in Python using the machine learning library scikit-learn. The examples are conducted on typical benchmark problems illustrating algorithmic concepts and their experimental behavior. The book closes with a discussion of related lines of research.

KI 2014: Advances in Artificial Intelligence

KI 2014: Advances in Artificial Intelligence PDF

Author: Carsten Lutz

Publisher: Springer

Published: 2014-09-15

Total Pages: 332

ISBN-13: 3319112066

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This book constitutes the refereed proceedings of the 37th Annual German Conference on Artificial Intelligence, KI 2014, held in Stuttgart, Germany, in September 2014. The 24 revised full papers presented together with 7 short papers were carefully reviewed and selected from 62 submissions. The papers are organized in thematic topics on cognitive modeling, computer vision, constraint satisfaction, search, and optimization, knowledge representation and reasoning, machine learning and data mining, planning and scheduling.

KI 2004: Advances in Artificial Intelligence

KI 2004: Advances in Artificial Intelligence PDF

Author: Susanne Biundo-Stephan

Publisher: Springer Science & Business Media

Published: 2004

Total Pages: 477

ISBN-13: 3540231668

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This book constitutes the refereed proceedings of the 27th Annual German Conference on Artificial Intelligence, KI 2004, held in Ulm, Germany in September 2004. The 29 revised full papers presented together with 5 invited contributions were carefully reviewed and selected from 103 submissions. The papers are organized in topical sections on natural language processing, knowledge representation and ontologies, planning and search, neural networks and machine learning, reasoning, and robotics and machine perception.

KI 2005: Advances in Artificial Intelligence

KI 2005: Advances in Artificial Intelligence PDF

Author: Ulrich Furbach

Publisher: Springer Science & Business Media

Published: 2005-08-30

Total Pages: 420

ISBN-13: 3540287612

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This book constitutes the refereed proceedings of the 28th Annual German Conference on Artificial Intelligence, KI 2005, held in Koblenz, Germany, in September 2005 - co-located with the 3rd German Conference on Multiagent System Technologies (MATES 2005). The 29 revised full papers presented together with 3 invited contributions were carefully reviewed and selected from 113 submissions. The papers are organized in topical sections on knowledge representation and reasoning, machine learning, diagnosis, neural networks, planning, robotics, and cognitive modeling, philosopy, natural language.