<rdf:RDF xmlns:burst="http://xmlns.com/burst/0.1/" xmlns:admin="http://webns.net/mvcb/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:syn="http://purl.org/rss/1.0/modules/syndication/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:cc="http://web.resource.org/cc/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" xmlns:swrc="http://swrc.ontoware.org/ontology#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns="http://purl.org/rss/1.0/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"><channel rdf:about="http://www.bibsonomy.org/burst/concept/tag/description"><title>BibSonomy publications for /concept/tag/description</title><link>http://www.bibsonomy.org/burst/concept/tag/description</link><description>BibSonomy BuRST Feed for /concept/tag/description</description><dc:date>2008-12-02T01:31:13+01:00</dc:date><items><rdf:Seq><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/kirylenka"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/robo"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/p.maghferat"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/kirylenka"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/juver"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2915934abb92646a0b520e5d464f0083f/pdeleenh"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/23cc8affd3aa735ebee6a31746d62c356/pdeleenh"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2e94eff9d38826d0ca6737422b69dfc0f/pdeleenh"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2cefba077713d56fab63f091cc3f80691/pdeleenh"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/238be4a512c473457554506ed3b0f65e8/pdeleenh"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2efaba6a27bf95c445d2d8092137fc844/pdeleenh"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/24d92ab476b77a1c57f04ffbdf5e1e5cd/pdeleenh"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2d6ac2b3805bdf23d9bfc3a06f14202ca/pdeleenh"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/268879af3375eb231c3fa888955a82307/brazovayeye"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2d952894c34b9443d5dc27a6d0bc0a380/brazovayeye"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/243621b2fa33526227432fa7f8744e16b/brazovayeye"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2ec795b9d7db4606fcafa1c6aa47bc3a6/brazovayeye"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2f78d96a0fffbae7a483f2d51e766dac4/brazovayeye"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/280094438674537218e5664397a516f52/brazovayeye"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2019982e52422e47b3b08fa3a015fe2e3/brazovayeye"/></rdf:Seq></items></channel><item rdf:about="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/kirylenka"><title>Categories for the Description of Works of Art (CDWA).</title><link>http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/kirylenka</link><dc:creator>kirylenka</dc:creator><dc:date>2008-11-05T17:59:31+01:00</dc:date><dc:subject>Description CDWA wismasys0809 </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Murtha &lt;a href=&#034;http://www.bibsonomy.org/author/Baca&#034;&gt;Baca&lt;/a&gt;  and Patricia &lt;a href=&#034;http://www.bibsonomy.org/author/Harpring&#034;&gt;Harpring&lt;/a&gt; 
				(eds.).
			 &lt;/span&gt;&lt;em&gt;J. Paul Getty Trust &amp;amp; College Art Association, Inc., &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/CDWA"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/wismasys0809"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/kirylenka"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/278aa652e6dc362722684b8546fac28d4/kirylenka"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Book"/><owl:sameAs rdf:resource="http://www.getty.edu/research/conducting_research/standards/cdwa/definitions.pdf"/><swrc:date>Wed Nov 05 17:59:31 CET 2008</swrc:date><swrc:publisher><swrc:Organization swrc:name="J. Paul Getty Trust &amp; College Art Association, Inc."/></swrc:publisher><swrc:title>Categories for the Description of Works of Art (CDWA). </swrc:title><swrc:year>2008</swrc:year><swrc:keywords>Description CDWA wismasys0809 </swrc:keywords><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Murtha Baca"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Patricia Harpring"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/robo"><title>Categories for the Description of Works of Art (CDWA).</title><link>http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/robo</link><dc:creator>robo</dc:creator><dc:date>2008-11-05T17:55:51+01:00</dc:date><dc:subject>work Description CDWA art wismasys0809 </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Murtha &lt;a href=&#034;http://www.bibsonomy.org/author/Baca&#034;&gt;Baca&lt;/a&gt;  and Patricia &lt;a href=&#034;http://www.bibsonomy.org/author/Harpring&#034;&gt;Harpring&lt;/a&gt; 
				(eds.).
			 &lt;/span&gt;&lt;em&gt;J. Paul Getty Trust &amp;amp; College Art Association, Inc., &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/work"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/CDWA"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/art"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/wismasys0809"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/robo"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/278aa652e6dc362722684b8546fac28d4/robo"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Book"/><owl:sameAs rdf:resource="http://www.getty.edu/research/conducting_research/standards/cdwa/definitions.pdf"/><swrc:date>Wed Nov 05 17:55:51 CET 2008</swrc:date><swrc:publisher><swrc:Organization swrc:name="J. Paul Getty Trust &amp; College Art Association, Inc."/></swrc:publisher><swrc:title>Categories for the Description of Works of Art (CDWA). </swrc:title><swrc:year>2008</swrc:year><swrc:keywords>work Description CDWA art wismasys0809 </swrc:keywords><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Murtha Baca"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Patricia Harpring"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/p.maghferat"><title>An introduction to description logics</title><link>http://www.bibsonomy.org/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/p.maghferat</link><dc:creator>p.maghferat</dc:creator><dc:date>2008-10-29T18:15:37+01:00</dc:date><dc:subject>description wismasys0809&#039; logics </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Daniele &lt;a href=&#034;http://www.bibsonomy.org/author/Nardi&#034;&gt;Nardi&lt;/a&gt;  and Ronald J. &lt;a href=&#034;http://www.bibsonomy.org/author/Brachman&#034;&gt;Brachman&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;The Description Logic Handbook. Theory, Implementation and Applications, &lt;/em&gt;&lt;em&gt;Cambridge University Press, &lt;/em&gt;(&lt;em&gt;2003&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/wismasys0809&#039;"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/p.maghferat"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/p.maghferat"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InCollection"/><swrc:date>Wed Oct 29 18:15:37 CET 2008</swrc:date><swrc:booktitle>The Description Logic Handbook. Theory, Implementation and Applications</swrc:booktitle><swrc:pages>1-40</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Cambridge University Press"/></swrc:publisher><swrc:title>An introduction to description logics</swrc:title><swrc:year>2003</swrc:year><swrc:keywords>description wismasys0809&#039; logics </swrc:keywords><swrc:abstract>This introduction presents the main motivations for the development of Description
Logics (DL) as a formalism for representing knowledge, as well as some important
basic notions underlying all systems that have been created in the DL tradition.
In addition, we provide the reader with an overview of the entire book and some
guidelines for reading it.
We first address the relationship between Description Logics and earlier seman-
tic network and frame systems, which represent the original heritage of the field.
We delve into some of the key problems encountered with the older efforts. Subse-
quently, we introduce the basic features of Description Logic languages and related
reasoning techniques.
Description Logic languages are then viewed as the core of knowledge represen-
tation systems, considering both the structure of a DL knowledge base and its
associated reasoning services. The development of some implemented knowledge
representation systems based on Description Logics and the first applications built
with such systems are then reviewed.
Finally, we address the relationship of Description Logics to other fields of Com-
puter Science. We also discuss some extensions of the basic representation language
machinery; these include features proposed for incorporation in the formalism that
originally arose in implemented systems, and features proposed to cope with the
needs of certain application domains.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Daniele Nardi"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Ronald J. Brachman"/></rdf:_2></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="F. Baader"/></rdf:_1><rdf:_2><swrc:Person swrc:name="D. Calvanese"/></rdf:_2><rdf:_3><swrc:Person swrc:name="D. McGuinness"/></rdf:_3><rdf:_4><swrc:Person swrc:name="D. Nardi"/></rdf:_4><rdf:_5><swrc:Person swrc:name="P. Patel-Schneider"/></rdf:_5></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/kirylenka"><title>An introduction to description logics</title><link>http://www.bibsonomy.org/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/kirylenka</link><dc:creator>kirylenka</dc:creator><dc:date>2008-10-29T18:03:19+01:00</dc:date><dc:subject>description logics wismasys0809 </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Daniele &lt;a href=&#034;http://www.bibsonomy.org/author/Nardi&#034;&gt;Nardi&lt;/a&gt;  and Ronald J. &lt;a href=&#034;http://www.bibsonomy.org/author/Brachman&#034;&gt;Brachman&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;The Description Logic Handbook. Theory, Implementation and Applications, &lt;/em&gt;&lt;em&gt;Cambridge University Press, &lt;/em&gt;(&lt;em&gt;2003&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/wismasys0809"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/kirylenka"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2fa9f0499f0df0f5c993aa8d61b413868/kirylenka"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InCollection"/><swrc:date>Wed Oct 29 18:03:19 CET 2008</swrc:date><swrc:booktitle>The Description Logic Handbook. Theory, Implementation and Applications</swrc:booktitle><swrc:pages>1-40</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Cambridge University Press"/></swrc:publisher><swrc:title>An introduction to description logics</swrc:title><swrc:year>2003</swrc:year><swrc:keywords>description logics wismasys0809 </swrc:keywords><swrc:abstract>This introduction presents the main motivations for the development of Description
Logics (DL) as a formalism for representing knowledge, as well as some important
basic notions underlying all systems that have been created in the DL tradition.
In addition, we provide the reader with an overview of the entire book and some
guidelines for reading it.
We first address the relationship between Description Logics and earlier seman-
tic network and frame systems, which represent the original heritage of the field.
We delve into some of the key problems encountered with the older efforts. Subse-
quently, we introduce the basic features of Description Logic languages and related
reasoning techniques.
Description Logic languages are then viewed as the core of knowledge represen-
tation systems, considering both the structure of a DL knowledge base and its
associated reasoning services. The development of some implemented knowledge
representation systems based on Description Logics and the first applications built
with such systems are then reviewed.
Finally, we address the relationship of Description Logics to other fields of Com-
puter Science. We also discuss some extensions of the basic representation language
machinery; these include features proposed for incorporation in the formalism that
originally arose in implemented systems, and features proposed to cope with the
needs of certain application domains.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Daniele Nardi"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Ronald J. Brachman"/></rdf:_2></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="F. Baader"/></rdf:_1><rdf:_2><swrc:Person swrc:name="D. Calvanese"/></rdf:_2><rdf:_3><swrc:Person swrc:name="D. McGuinness"/></rdf:_3><rdf:_4><swrc:Person swrc:name="D. Nardi"/></rdf:_4><rdf:_5><swrc:Person swrc:name="P. Patel-Schneider"/></rdf:_5></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/juver"><title>Categories for the Description of Works of Art (CDWA).</title><link>http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/juver</link><dc:creator>juver</dc:creator><dc:date>2008-10-27T22:39:47+01:00</dc:date><dc:subject>CDWA description art wismasys0809 Categories </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Murtha &lt;a href=&#034;http://www.bibsonomy.org/author/Baca&#034;&gt;Baca&lt;/a&gt;  and Patricia &lt;a href=&#034;http://www.bibsonomy.org/author/Harpring&#034;&gt;Harpring&lt;/a&gt; 
				(eds.).
			 &lt;/span&gt;&lt;em&gt;J. Paul Getty Trust &amp;amp; College Art Association, Inc., &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/CDWA"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/art"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/wismasys0809"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Categories"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/278aa652e6dc362722684b8546fac28d4/juver"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/278aa652e6dc362722684b8546fac28d4/juver"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Book"/><owl:sameAs rdf:resource="http://www.getty.edu/research/conducting_research/standards/cdwa/definitions.pdf"/><swrc:date>Mon Oct 27 22:39:47 CET 2008</swrc:date><swrc:publisher><swrc:Organization swrc:name="J. Paul Getty Trust &amp; College Art Association, Inc."/></swrc:publisher><swrc:title>Categories for the Description of Works of Art (CDWA). </swrc:title><swrc:year>2008</swrc:year><swrc:keywords>CDWA description art wismasys0809 Categories </swrc:keywords><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Murtha Baca"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Patricia Harpring"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2915934abb92646a0b520e5d464f0083f/pdeleenh"><title>The Description Logic Handbook: Theory, Implementation and Applications</title><link>http://www.bibsonomy.org/bibtex/2915934abb92646a0b520e5d464f0083f/pdeleenh</link><dc:creator>pdeleenh</dc:creator><dc:date>2008-07-07T16:45:32+02:00</dc:date><dc:subject>description logics </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;F. &lt;a href=&#034;http://www.bibsonomy.org/author/Baader&#034;&gt;Baader&lt;/a&gt;  and D. &lt;a href=&#034;http://www.bibsonomy.org/author/McGuinness&#034;&gt;McGuinness&lt;/a&gt;  and D. &lt;a href=&#034;http://www.bibsonomy.org/author/Nardi&#034;&gt;Nardi&lt;/a&gt;  and P.F. &lt;a href=&#034;http://www.bibsonomy.org/author/Patel-Schneider&#034;&gt;Patel-Schneider&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Cambridge University Press, &lt;/em&gt;(&lt;em&gt;2003&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2915934abb92646a0b520e5d464f0083f/pdeleenh"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2915934abb92646a0b520e5d464f0083f/pdeleenh"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Book"/><swrc:date>Mon Jul 07 16:45:32 CEST 2008</swrc:date><swrc:publisher><swrc:Organization swrc:name="Cambridge University Press"/></swrc:publisher><swrc:title>The Description Logic Handbook: Theory, Implementation and Applications</swrc:title><swrc:year>2003</swrc:year><swrc:keywords>description logics </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2008.05.15" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="pdeleenh" swrc:key="owner"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2007-09-26 10:31:27 +0200" swrc:key="modified"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="F. Baader"/></rdf:_1><rdf:_2><swrc:Person swrc:name="D. McGuinness"/></rdf:_2><rdf:_3><swrc:Person swrc:name="D. Nardi"/></rdf:_3><rdf:_4><swrc:Person swrc:name="P.F. Patel-Schneider"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/23cc8affd3aa735ebee6a31746d62c356/pdeleenh"><title>Reasoning on UML Class Diagrams in Description Logics</title><link>http://www.bibsonomy.org/bibtex/23cc8affd3aa735ebee6a31746d62c356/pdeleenh</link><dc:creator>pdeleenh</dc:creator><dc:date>2008-07-07T16:45:32+02:00</dc:date><dc:subject>UML, description logics </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Andrea &lt;a href=&#034;http://www.bibsonomy.org/author/{Cal\&amp;#039;i}&#034;&gt;Cal&#039;i&lt;/a&gt;  and Diego &lt;a href=&#034;http://www.bibsonomy.org/author/Calvanese&#034;&gt;Calvanese&lt;/a&gt;  and Giuseppe De &lt;a href=&#034;http://www.bibsonomy.org/author/Giacomo}&#034;&gt;Giacomo&lt;/a&gt;  and Maurizio &lt;a href=&#034;http://www.bibsonomy.org/author/Lenzerini&#034;&gt;Lenzerini&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proc. IJCAR Workshop on Precise Modelling and Deduction for Object-oriented Software Development (PMD), &lt;/em&gt;(&lt;em&gt;2001&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/UML,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/23cc8affd3aa735ebee6a31746d62c356/pdeleenh"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/23cc8affd3aa735ebee6a31746d62c356/pdeleenh"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon Jul 07 16:45:32 CEST 2008</swrc:date><swrc:booktitle>Proc. IJCAR Workshop on Precise Modelling and Deduction for Object-oriented
	Software Development (PMD)</swrc:booktitle><swrc:title>Reasoning on {U}{M}{L} Class Diagrams in Description Logics</swrc:title><swrc:year>2001</swrc:year><swrc:keywords>UML, description logics </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2008.05.15" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="pdeleenh" swrc:key="owner"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2007-10-10 10:14:45 +0200" swrc:key="modified"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Andrea {Cal\&#039;i}"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Diego Calvanese"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Giuseppe {De Giacomo}"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Maurizio Lenzerini"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2e94eff9d38826d0ca6737422b69dfc0f/pdeleenh"><title>A framework for classifying and comparing architecture description languages</title><link>http://www.bibsonomy.org/bibtex/2e94eff9d38826d0ca6737422b69dfc0f/pdeleenh</link><dc:creator>pdeleenh</dc:creator><dc:date>2008-07-07T16:45:32+02:00</dc:date><dc:subject>software architecture, description language architecture </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;N. &lt;a href=&#034;http://www.bibsonomy.org/author/Medvidovic&#034;&gt;Medvidovic&lt;/a&gt;  and R. N. &lt;a href=&#034;http://www.bibsonomy.org/author/Taylor&#034;&gt;Taylor&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;SIGSOFT Software Engineering Notes. ESEC/FSE&#039;97&lt;/em&gt;&lt;em&gt;22(6):60--76&lt;/em&gt;&lt;em&gt;November1997. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/software"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/architecture,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/language"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/architecture"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2e94eff9d38826d0ca6737422b69dfc0f/pdeleenh"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2e94eff9d38826d0ca6737422b69dfc0f/pdeleenh"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Mon Jul 07 16:45:32 CEST 2008</swrc:date><swrc:journal>SIGSOFT Software Engineering Notes. ESEC/FSE&#039;97</swrc:journal><swrc:month>November</swrc:month><swrc:number>6</swrc:number><swrc:pages>60--76</swrc:pages><swrc:title>A framework for classifying and comparing architecture description
	languages</swrc:title><swrc:volume>22</swrc:volume><swrc:year>1997</swrc:year><swrc:keywords>software architecture, description language architecture </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2008.05.15" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="pdeleenh" swrc:key="owner"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="N. Medvidovic"/></rdf:_1><rdf:_2><swrc:Person swrc:name="R. N. Taylor"/></rdf:_2></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Mehdi Jazayeri"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Helmut Schauer"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2cefba077713d56fab63f091cc3f80691/pdeleenh"><title>A classification and comparison framework for software architecture description languages</title><link>http://www.bibsonomy.org/bibtex/2cefba077713d56fab63f091cc3f80691/pdeleenh</link><dc:creator>pdeleenh</dc:creator><dc:date>2008-07-07T16:45:32+02:00</dc:date><dc:subject>software architecture, description language architecture </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;N. &lt;a href=&#034;http://www.bibsonomy.org/author/Medvidovic&#034;&gt;Medvidovic&lt;/a&gt;  and R. N. &lt;a href=&#034;http://www.bibsonomy.org/author/Taylor&#034;&gt;Taylor&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;26(1):70--93&lt;/em&gt;(&lt;em&gt;2000&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/software"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/architecture,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/language"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/architecture"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2cefba077713d56fab63f091cc3f80691/pdeleenh"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2cefba077713d56fab63f091cc3f80691/pdeleenh"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Mon Jul 07 16:45:32 CEST 2008</swrc:date><swrc:number>1</swrc:number><swrc:pages>70--93</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IEEE Press"/></swrc:publisher><swrc:title>A classification and comparison framework for software architecture
	description languages</swrc:title><swrc:volume>26</swrc:volume><swrc:year>2000</swrc:year><swrc:keywords>software architecture, description language architecture </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2008.05.15" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="0098-5589" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="pdeleenh" swrc:key="owner"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="N. Medvidovic"/></rdf:_1><rdf:_2><swrc:Person swrc:name="R. N. Taylor"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/238be4a512c473457554506ed3b0f65e8/pdeleenh"><title>Using Description Logic in Object-Oriented Software Development</title><link>http://www.bibsonomy.org/bibtex/238be4a512c473457554506ed3b0f65e8/pdeleenh</link><dc:creator>pdeleenh</dc:creator><dc:date>2008-07-07T16:45:32+02:00</dc:date><dc:subject>logics, description object-oriented, UML </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Ragnhild Van Der &lt;a href=&#034;http://www.bibsonomy.org/author/Straeten}&#034;&gt;Straeten&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proc. Int&#039;l Workshop on Description Logics (DL), &lt;/em&gt;(&lt;em&gt;2002&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/object-oriented,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/UML"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/238be4a512c473457554506ed3b0f65e8/pdeleenh"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/238be4a512c473457554506ed3b0f65e8/pdeleenh"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon Jul 07 16:45:32 CEST 2008</swrc:date><swrc:booktitle>Proc. Int&#039;l Workshop on Description Logics (DL)</swrc:booktitle><swrc:title>Using Description Logic in Object-Oriented Software Development</swrc:title><swrc:year>2002</swrc:year><swrc:keywords>logics, description object-oriented, UML </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2008.05.15" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="pdeleenh" swrc:key="owner"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2007-09-25 21:37:19 +0200" swrc:key="modified"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ragnhild {Van Der Straeten}"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2efaba6a27bf95c445d2d8092137fc844/pdeleenh"><title>Supporting Model Refactorings through Behaviour Inheritance Consistencies</title><link>http://www.bibsonomy.org/bibtex/2efaba6a27bf95c445d2d8092137fc844/pdeleenh</link><dc:creator>pdeleenh</dc:creator><dc:date>2008-07-07T16:45:32+02:00</dc:date><dc:subject>logics, UML, software refactoring, description inconsistency consistency maintenance, model-driven development, management </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Ragnhild Van Der &lt;a href=&#034;http://www.bibsonomy.org/author/Straeten}&#034;&gt;Straeten&lt;/a&gt;  and Viviane &lt;a href=&#034;http://www.bibsonomy.org/author/Jonckers&#034;&gt;Jonckers&lt;/a&gt;  and Tom &lt;a href=&#034;http://www.bibsonomy.org/author/Mens&#034;&gt;Mens&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;UML 2004 - The Unified Modeling Language, &lt;/em&gt;&lt;em&gt;3273, &lt;/em&gt;&lt;em&gt;page305--319. &lt;/em&gt;&lt;em&gt;October2004. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/UML,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/software"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/refactoring,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/inconsistency"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/consistency"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/maintenance,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/model-driven"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/development,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/management"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2efaba6a27bf95c445d2d8092137fc844/pdeleenh"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2efaba6a27bf95c445d2d8092137fc844/pdeleenh"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon Jul 07 16:45:32 CEST 2008</swrc:date><swrc:booktitle>{U}{M}{L} 2004 - The Unified Modeling Language</swrc:booktitle><swrc:month>October</swrc:month><swrc:pages>305--319</swrc:pages><swrc:title>Supporting Model Refactorings through Behaviour Inheritance Consistencies</swrc:title><swrc:volume>3273</swrc:volume><swrc:year>2004</swrc:year><swrc:keywords>logics, UML, software refactoring, description inconsistency consistency maintenance, model-driven development, management </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2008.05.15" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="0302-9743" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="pdeleenh" swrc:key="owner"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ragnhild {Van Der Straeten}"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Viviane Jonckers"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Tom Mens"/></rdf:_3></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ana Moreira Thomas Baar"/></rdf:_1></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/24d92ab476b77a1c57f04ffbdf5e1e5cd/pdeleenh"><title>Using Description Logics to Maintain Consistency Between UML Models</title><link>http://www.bibsonomy.org/bibtex/24d92ab476b77a1c57f04ffbdf5e1e5cd/pdeleenh</link><dc:creator>pdeleenh</dc:creator><dc:date>2008-07-07T16:45:32+02:00</dc:date><dc:subject>UML, description consistency maintenance, logics </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Ragnhild Van Der &lt;a href=&#034;http://www.bibsonomy.org/author/Straeten}&#034;&gt;Straeten&lt;/a&gt;  and Tom &lt;a href=&#034;http://www.bibsonomy.org/author/Mens&#034;&gt;Mens&lt;/a&gt;  and Jocelyn &lt;a href=&#034;http://www.bibsonomy.org/author/Simmonds&#034;&gt;Simmonds&lt;/a&gt;  and Viviane &lt;a href=&#034;http://www.bibsonomy.org/author/Jonckers&#034;&gt;Jonckers&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;UML 2003 - The Unified Modeling Language, &lt;/em&gt;&lt;em&gt;2863, &lt;/em&gt;&lt;em&gt;page326--340. &lt;/em&gt;(&lt;em&gt;2003&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/UML,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/consistency"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/maintenance,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/24d92ab476b77a1c57f04ffbdf5e1e5cd/pdeleenh"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24d92ab476b77a1c57f04ffbdf5e1e5cd/pdeleenh"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon Jul 07 16:45:32 CEST 2008</swrc:date><swrc:booktitle>{U}{M}{L} 2003 - The Unified Modeling Language</swrc:booktitle><swrc:pages>326--340</swrc:pages><swrc:title>Using Description Logics to Maintain Consistency Between {U}{M}{L}
	Models</swrc:title><swrc:volume>2863</swrc:volume><swrc:year>2003</swrc:year><swrc:keywords>UML, description consistency maintenance, logics </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2008.05.15" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="0302-9743" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="3-540-20243-9" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="pdeleenh" swrc:key="owner"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ragnhild {Van Der Straeten}"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Tom Mens"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Jocelyn Simmonds"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Viviane Jonckers"/></rdf:_4></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Perdita Stevens"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Jon Whittle"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Grady Booch"/></rdf:_3></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2d6ac2b3805bdf23d9bfc3a06f14202ca/pdeleenh"><title>Detecting inconsistencies between UML models using description logic</title><link>http://www.bibsonomy.org/bibtex/2d6ac2b3805bdf23d9bfc3a06f14202ca/pdeleenh</link><dc:creator>pdeleenh</dc:creator><dc:date>2008-07-07T16:45:32+02:00</dc:date><dc:subject>logics, description UML </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Ragnhild Van Der &lt;a href=&#034;http://www.bibsonomy.org/author/Straeten}&#034;&gt;Straeten&lt;/a&gt;  and Jocelyn &lt;a href=&#034;http://www.bibsonomy.org/author/Simmonds&#034;&gt;Simmonds&lt;/a&gt;  and Tom &lt;a href=&#034;http://www.bibsonomy.org/author/Mens&#034;&gt;Mens&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proc. Int&#039;l Workshop on Description Logics (DL), &lt;/em&gt;&lt;em&gt;September2003. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/UML"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2d6ac2b3805bdf23d9bfc3a06f14202ca/pdeleenh"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2d6ac2b3805bdf23d9bfc3a06f14202ca/pdeleenh"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon Jul 07 16:45:32 CEST 2008</swrc:date><swrc:booktitle>Proc. Int&#039;l Workshop on Description Logics (DL)</swrc:booktitle><swrc:month>September</swrc:month><swrc:title>Detecting inconsistencies between {U}{M}{L} models using description
	logic</swrc:title><swrc:year>2003</swrc:year><swrc:keywords>logics, description UML </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2008.05.15" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="pdeleenh" swrc:key="owner"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2007-09-25 21:37:24 +0200" swrc:key="modified"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ragnhild {Van Der Straeten}"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Jocelyn Simmonds"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Tom Mens"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/268879af3375eb231c3fa888955a82307/brazovayeye"><title>Automated hardware design using genetic programming, VHDL, and FPGAs</title><link>http://www.bibsonomy.org/bibtex/268879af3375eb231c3fa888955a82307/brazovayeye</link><dc:creator>brazovayeye</dc:creator><dc:date>2008-06-19T17:46:40+02:00</dc:date><dc:subject>evolution, automated hardware logic, optimisation, languages, design, software programming, programmable description variants CAD, algorithms, management, VHSIC Description Language, arrays, FPGA, gate field system Hardware genetic requirements, circuit configuration VHDL, design </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Robert L. &lt;a href=&#034;http://www.bibsonomy.org/author/Popp&#034;&gt;Popp&lt;/a&gt;  and David J. &lt;a href=&#034;http://www.bibsonomy.org/author/Montana&#034;&gt;Montana&lt;/a&gt;  and Richard R. &lt;a href=&#034;http://www.bibsonomy.org/author/Gassner&#034;&gt;Gassner&lt;/a&gt;  and Gordon &lt;a href=&#034;http://www.bibsonomy.org/author/Vidaver&#034;&gt;Vidaver&lt;/a&gt;  and Suraj &lt;a href=&#034;http://www.bibsonomy.org/author/Iyer&#034;&gt;Iyer&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;IEEE International Conference on Systems, Man, and Cybernetics, &lt;/em&gt;&lt;em&gt;3, &lt;/em&gt;&lt;em&gt;page2184--2189. &lt;/em&gt;&lt;em&gt;San Diego, CA USA, &lt;/em&gt;&lt;em&gt;IEEE, &lt;/em&gt;&lt;em&gt;11-14 October1998. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/evolution,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/automated"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/hardware"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logic,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/optimisation,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/languages,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/design,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/software"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/programming,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/programmable"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/variants"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/CAD,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithms,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/management,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/VHSIC"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Language,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/arrays,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/FPGA,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/gate"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/field"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/system"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Hardware"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/genetic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/requirements,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/circuit"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/configuration"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/VHDL,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/design"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/268879af3375eb231c3fa888955a82307/brazovayeye"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/268879af3375eb231c3fa888955a82307/brazovayeye"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Thu Jun 19 17:46:40 CEST 2008</swrc:date><swrc:address>San Diego, CA USA</swrc:address><swrc:booktitle>IEEE International Conference on Systems, Man, and
                 Cybernetics</swrc:booktitle><swrc:month>11-14 October</swrc:month><swrc:pages>2184--2189</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IEEE"/></swrc:publisher><swrc:title>Automated hardware design using genetic programming,
                 {VHDL}, and {FPGAs}</swrc:title><swrc:volume>3</swrc:volume><swrc:year>1998</swrc:year><swrc:keywords>evolution, automated hardware logic, optimisation, languages, design, software programming, programmable description variants CAD, algorithms, management, VHSIC Description Language, arrays, FPGA, gate field system Hardware genetic requirements, circuit configuration VHDL, design </swrc:keywords><swrc:abstract>We have developed a completely automated approach to
                 hardware design based on integrating three core
                 technologies into one comprehensive system, namely
                 genetic programming (GP), the VHSIC Hardware
                 Description Language (VHDL) and field programmable gate
                 arrays (FPGAs). Our system uses an automated GP engine,
                 as opposed to a human designer, to evolve a hardware
                 design composed of one or more FPGAs that will
                 maximally achieve an application&#039;s software
                 requirements. Several variants of our system exist;
                 other variants are currently under development. The
                 focus of this paper is to describe our original system
                 design and its most recent revision to date</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="Inspec Accession Number: 6189463" swrc:key="notes"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="5 pages" swrc:key="size"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert L. Popp"/></rdf:_1><rdf:_2><swrc:Person swrc:name="David J. Montana"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Richard R. Gassner"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Gordon Vidaver"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Suraj Iyer"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2d952894c34b9443d5dc27a6d0bc0a380/brazovayeye"><title>Toward a Computable Approach to the Efficient Market Hypothesis: An Application of Genetic Programming</title><link>http://www.bibsonomy.org/bibtex/2d952894c34b9443d5dc27a6d0bc0a380/brazovayeye</link><dc:creator>brazovayeye</dc:creator><dc:date>2008-06-19T17:35:00+02:00</dc:date><dc:subject>Evolutionary percentage principle, absolute market programming, description genetic Minimum error, length Efficient algorithms, hypothesis Mean computation, </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Shu-Heng &lt;a href=&#034;http://www.bibsonomy.org/author/Chen&#034;&gt;Chen&lt;/a&gt;  and Chia-Hsuan &lt;a href=&#034;http://www.bibsonomy.org/author/Yeh&#034;&gt;Yeh&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Journal of Economic Dynamics and Control&lt;/em&gt;&lt;em&gt;21(6):1043--1063&lt;/em&gt;&lt;em&gt;1 June1997. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Evolutionary"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/percentage"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/principle,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/absolute"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/market"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/programming,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/genetic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Minimum"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/error,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/length"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Efficient"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithms,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/hypothesis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Mean"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/computation,"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2d952894c34b9443d5dc27a6d0bc0a380/brazovayeye"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2d952894c34b9443d5dc27a6d0bc0a380/brazovayeye"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://www.sciencedirect.com/science/article/B6V85-3SWYBJD-P/2/d1bb80ffce780c45697f44001e20f672"/><swrc:date>Thu Jun 19 17:35:00 CEST 2008</swrc:date><swrc:journal>Journal of Economic Dynamics and Control</swrc:journal><swrc:month>1 June</swrc:month><swrc:number>6</swrc:number><swrc:pages>1043--1063</swrc:pages><swrc:title>Toward a Computable Approach to the Efficient Market
                 Hypothesis: An Application of Genetic Programming</swrc:title><swrc:volume>21</swrc:volume><swrc:year>1997</swrc:year><swrc:keywords>Evolutionary percentage principle, absolute market programming, description genetic Minimum error, length Efficient algorithms, hypothesis Mean computation, </swrc:keywords><swrc:abstract>From a computation-theoretic standpoint, this paper
                 formalises the notion of unpredictability in the
                 efficient market hypothesis (EMH) by a biological-based
                 search program, i.e., genetic programming (GP). This
                 formalization differs from the traditional notion based
                 on probabilistic independence in its treatment of
                 &lt;I&gt;search&lt;/I&gt;. Compared with the traditional notion, a
                 GP-based search provides an explicit and efficient
                 search program upon which an objective measure for
                 predictability can be formalized in terms of search
                 intensity and chance of success in the search. This
                 will be illustrated by an example of applying GP to
                 predict chaotic time series. Then the EMH based on this
                 notion will be exemplified by an application to the
                 Taiwan and US stock market. A short-term sample of
                 TAIEX and S&amp;P 500 with the highest complexity defined
                 by Rissanen&#039;s minimum description length principle
                 (MDLP) is chosen and tested. It is found that, while
                 linear models cannot predict better than the random
                 walk, a GP-based search can beat random walk by 50%.
                 It, therefore, confirms the belief that while the
                 short-term nonlinear regularities might still exist,
                 the search costs of discovering them might be too high
                 to make the exploitation of these regularities
                 profitable, hence the efficient market hypothesis is
                 sustained.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="doi:10.1016/S0165-1889(97)82991-0" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Shu-Heng Chen"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Chia-Hsuan Yeh"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/243621b2fa33526227432fa7f8744e16b/brazovayeye"><title>Simulating economic transition processes by genetic programming</title><link>http://www.bibsonomy.org/bibtex/243621b2fa33526227432fa7f8744e16b/brazovayeye</link><dc:creator>brazovayeye</dc:creator><dc:date>2008-06-19T17:35:00+02:00</dc:date><dc:subject>selling minimum principle, short programming, bounded rationality, description genetic length Kolmogorov complexity, algorithms, </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Shu-Heng &lt;a href=&#034;http://www.bibsonomy.org/author/Chen&#034;&gt;Chen&lt;/a&gt;  and Chia-Hsuan &lt;a href=&#034;http://www.bibsonomy.org/author/Yeh&#034;&gt;Yeh&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Annals of Operations Research&lt;/em&gt;&lt;em&gt;97(1-4):265--286&lt;/em&gt;&lt;em&gt;December2000. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/selling"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/minimum"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/principle,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/short"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/programming,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bounded"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/rationality,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/genetic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/length"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Kolmogorov"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/complexity,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithms,"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/243621b2fa33526227432fa7f8744e16b/brazovayeye"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/243621b2fa33526227432fa7f8744e16b/brazovayeye"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Thu Jun 19 17:35:00 CEST 2008</swrc:date><swrc:journal>Annals of Operations Research</swrc:journal><swrc:month>December</swrc:month><swrc:number>1-4</swrc:number><swrc:pages>265--286</swrc:pages><swrc:title>Simulating economic transition processes by genetic
                 programming</swrc:title><swrc:volume>97</swrc:volume><swrc:year>2000</swrc:year><swrc:keywords>selling minimum principle, short programming, bounded rationality, description genetic length Kolmogorov complexity, algorithms, </swrc:keywords><swrc:abstract>Recently, genetic programming has been proposed to
                 model agents&#039; adaptive behaviour in a complex
                 transition process where uncertainty cannot be
                 formalised within the usual probabilistic framework.
                 However, this approach has not been widely accepted by
                 economists. One of the main reasons is the lack of the
                 theoretical foundation of using genetic programming to
                 model transition dynamics. Therefore, the purpose of
                 this paper is two-fold. First, motivated by the recent
                 applications of algorithmic information theory in
                 economics, we would like to show the relevance of
                 genetic programming to transition dynamics given this
                 background. Second, we would like to supply two
                 concrete applications to transition dynamics. The first
                 application, which is designed for the pedagogic
                 purpose, shows that genetic programming can simulate
                 the non-smooth transition, which is difficult to be
                 captured by conventional toolkits, such as differential
                 equations and difference equations. In the second
                 application, genetic programming is applied to simulate
                 the adaptive behavior of speculators. This simulation
                 shows that genetic programming can generate artificial
                 time series with the statistical properties frequently
                 observed in real financial time series.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="0254-5330" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="doi:10.1023/A:1018972006990" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Shu-Heng Chen"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Chia-Hsuan Yeh"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2ec795b9d7db4606fcafa1c6aa47bc3a6/brazovayeye"><title>Object Detection via Feature Synthesis Using MDL-Based Genetic Programming</title><link>http://www.bibsonomy.org/bibtex/2ec795b9d7db4606fcafa1c6aa47bc3a6/brazovayeye</link><dc:creator>brazovayeye</dc:creator><dc:date>2008-06-19T17:35:00+02:00</dc:date><dc:subject>minimum (SAR) synthetic image radar aperture learning, Feature (MDL), programming, image, description genetic length operator, feature algorithms, primitive </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Yingqiang &lt;a href=&#034;http://www.bibsonomy.org/author/Lin&#034;&gt;Lin&lt;/a&gt;  and Bir &lt;a href=&#034;http://www.bibsonomy.org/author/Bhanu&#034;&gt;Bhanu&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;IEEE Transactions on Systems, Man and Cybernetics, Part B&lt;/em&gt;&lt;em&gt;35(3):538--547&lt;/em&gt;&lt;em&gt;June2005. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/minimum"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/(SAR)"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/synthetic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/image"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/radar"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/aperture"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Feature"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/(MDL),"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/programming,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/image,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/genetic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/length"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/operator,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/feature"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithms,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/primitive"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2ec795b9d7db4606fcafa1c6aa47bc3a6/brazovayeye"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2ec795b9d7db4606fcafa1c6aa47bc3a6/brazovayeye"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://ieeexplore.ieee.org/iel5/3477/30862/01430837.pdf"/><swrc:date>Thu Jun 19 17:35:00 CEST 2008</swrc:date><swrc:journal>IEEE Transactions on Systems, Man and Cybernetics,
                 Part B</swrc:journal><swrc:month>June</swrc:month><swrc:number>3</swrc:number><swrc:pages>538--547</swrc:pages><swrc:title>Object Detection via Feature Synthesis Using
                 {MDL}-Based Genetic Programming</swrc:title><swrc:volume>35</swrc:volume><swrc:year>2005</swrc:year><swrc:keywords>minimum (SAR) synthetic image radar aperture learning, Feature (MDL), programming, image, description genetic length operator, feature algorithms, primitive </swrc:keywords><swrc:abstract>we use genetic programming (GP) to synthesise
                 composite operators and composite features from
                 combinations of primitive operations and primitive
                 features for object detection. The motivation for using
                 GP is to overcome the human experts&#039; limitations of
                 focusing only on conventional combinations of primitive
                 image processing operations in the feature synthesis.
                 GP attempts many unconventional combinations that in
                 some cases yield exceptionally good results. To improve
                 the efficiency of GP and prevent its well-known code
                 bloat problem without imposing severe restriction on
                 the GP search, we design a new fitness function based
                 on minimum description length principle to incorporate
                 both the pixel labelling error and the size of a
                 composite operator into the fitness evaluation process.
                 To further improve the efficiency of GP, smart
                 crossover, smart mutation and a public library ideas
                 are incorporated to identify and keep the effective
                 components of composite operators. Our experiments,
                 which are performed on selected training regions of a
                 training image to reduce the training time, show that
                 compared to normal GP, our GP algorithm finds effective
                 composite operators more quickly and the learned
                 composite operators can be applied to the whole
                 training image and other similar testing images. Also,
                 compared to a traditional region-of-interest extraction
                 algorithm, the composite operators learned by GP are
                 more effective and efficient for object detection.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="1083-4419" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://iris.usc.edu/Vision-Notes/bibliography/pattern650.html#TT36418" swrc:key="bibsource"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="doi:10.1109/TSMCB.2005.846656" swrc:key="doi"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10 pages" swrc:key="size"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Yingqiang Lin"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Bir Bhanu"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2f78d96a0fffbae7a483f2d51e766dac4/brazovayeye"><title>AI's 10 to Watch</title><link>http://www.bibsonomy.org/bibtex/2f78d96a0fffbae7a483f2d51e766dac4/brazovayeye</link><dc:creator>brazovayeye</dc:creator><dc:date>2008-06-19T17:35:00+02:00</dc:date><dc:subject>AI, linguistics, cognition, coordination, Semantic the networks, algorithmic human logics, biology, multi-agent intelligence, programming, Web social description genetic algorithms, artificial null human-level </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;David L. &lt;a href=&#034;http://www.bibsonomy.org/author/Waltz&#034;&gt;Waltz&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Intelligent Systems&lt;/em&gt;&lt;em&gt;21(3):5--14&lt;/em&gt;&lt;em&gt;January-February2006. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/AI,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/linguistics,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/cognition,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/coordination,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Semantic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/the"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/networks,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithmic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/human"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logics,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/biology,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/multi-agent"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/intelligence,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/programming,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Web"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/genetic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithms,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/artificial"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/null"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/human-level"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2f78d96a0fffbae7a483f2d51e766dac4/brazovayeye"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2f78d96a0fffbae7a483f2d51e766dac4/brazovayeye"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Thu Jun 19 17:35:00 CEST 2008</swrc:date><swrc:journal>Intelligent Systems</swrc:journal><swrc:month>January-February</swrc:month><swrc:number>3</swrc:number><swrc:pages>5--14</swrc:pages><swrc:title>{AI}&#039;s 10 to Watch</swrc:title><swrc:volume>21</swrc:volume><swrc:year>2006</swrc:year><swrc:keywords>AI, linguistics, cognition, coordination, Semantic the networks, algorithmic human logics, biology, multi-agent intelligence, programming, Web social description genetic algorithms, artificial null human-level </swrc:keywords><swrc:abstract>The recipients of the IEEE Intelligent Systems 10 to
                 Watch award--Eyal Amir, Regina Barzilay, Jennifer
                 Golbeck, Tom Griffiths, Steve Gustafson, Carsten Lutz,
                 Pragnesh Jay Modi, Marta Sabou, and Richard A.
                 Watson--discuss their current research and their
                 visions of AI for the future. This article is part of a
                 special issue on the Future of AI.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="1541-1672" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1109/MIS.2006.40" swrc:key="doi"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10 pages" swrc:key="size"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="David L. Waltz"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/280094438674537218e5664397a516f52/brazovayeye"><title>Implementing Linear Models in Genetic Programming</title><link>http://www.bibsonomy.org/bibtex/280094438674537218e5664397a516f52/brazovayeye</link><dc:creator>brazovayeye</dc:creator><dc:date>2008-06-19T17:35:00+02:00</dc:date><dc:subject>(MDL) linear (DDBS), Directional minimum smoothing principle, symbolic polynomial, programming, description genetic length processing algorithms, derivative-based model, </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Yun-Seog &lt;a href=&#034;http://www.bibsonomy.org/author/Yeun&#034;&gt;Yeun&lt;/a&gt;  and Won-Sun &lt;a href=&#034;http://www.bibsonomy.org/author/Ruy&#034;&gt;Ruy&lt;/a&gt;  and Young-Soon &lt;a href=&#034;http://www.bibsonomy.org/author/Yang&#034;&gt;Yang&lt;/a&gt;  and Nam-Joon &lt;a href=&#034;http://www.bibsonomy.org/author/Kim&#034;&gt;Kim&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;IEEE Transactions on Evolutionary Computation&lt;/em&gt;&lt;em&gt;8(6):542--566&lt;/em&gt;&lt;em&gt;December2004. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/(MDL)"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/linear"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/(DDBS),"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Directional"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/minimum"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/smoothing"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/principle,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/symbolic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/polynomial,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/programming,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/genetic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/length"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/processing"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithms,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/derivative-based"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/model,"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/280094438674537218e5664397a516f52/brazovayeye"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/280094438674537218e5664397a516f52/brazovayeye"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://members.kr.inter.net/yyshuj/paper/pre-lm-gp.pdf"/><swrc:date>Thu Jun 19 17:35:00 CEST 2008</swrc:date><swrc:journal>IEEE Transactions on Evolutionary Computation</swrc:journal><swrc:month>December</swrc:month><swrc:number>6</swrc:number><swrc:pages>542--566</swrc:pages><swrc:title>Implementing Linear Models in Genetic Programming</swrc:title><swrc:volume>8</swrc:volume><swrc:year>2004</swrc:year><swrc:keywords>(MDL) linear (DDBS), Directional minimum smoothing principle, symbolic polynomial, programming, description genetic length processing algorithms, derivative-based model, </swrc:keywords><swrc:abstract>We deal with linear models of genetic programming (GP)
                 for regression or approximation problems when given
                 learning samples are not sufficient. The linear model,
                 which is a function of unknown parameters, is built
                 through extracting all possible base functions from the
                 standard GP tree by a symbolic processing algorithm.
                 The major advantage of a linear model in GP is that its
                 parameters can be estimated by the ordinary least
                 square (OLS) method and a good model can be selected by
                 applying the modern minimum description length (MDL)
                 principle, while the nonlinearity necessary to handle
                 the given problem is effectively maintained by
                 indirectly evolving and finding various forms of base
                 functions. In addition to a standard linear model
                 consisting of mathematical functions, one variant of a
                 linear model, which can be built using low-order Taylor
                 series and can be converted into the standard form of a
                 polynomial, is considered in this paper. With small
                 samples, GP frequently shows the abnormal behaviors
                 such as extreme large peaks or odd-looking
                 discontinuities at the points away from sample points.
                 To overcome this problem, a directional
                 derivative-based smoothing (DDBS) method, which is
                 incorporated into the OLS method, is introduced
                 together with the fitness function that is based on
                 MDL, reflecting the effects of DDBS. Also, two
                 illustrative examples and three engineering
                 applications are presented.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="doi:10.1109/TEVC.2004.836818" swrc:key="doi"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="25 pages" swrc:key="size"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Yun-Seog Yeun"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Won-Sun Ruy"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Young-Soon Yang"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Nam-Joon Kim"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2019982e52422e47b3b08fa3a015fe2e3/brazovayeye"><title>Balancing Accuracy and Parsimony in Genetic Programming</title><link>http://www.bibsonomy.org/bibtex/2019982e52422e47b3b08fa3a015fe2e3/brazovayeye</link><dc:creator>brazovayeye</dc:creator><dc:date>2008-06-19T17:35:00+02:00</dc:date><dc:subject>Bayesian networks. model Machine principle, neural learning, comparison, Evolving programming, Tree description genetic Minimum length algorithms, induction, </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Byoung-Tak &lt;a href=&#034;http://www.bibsonomy.org/author/Zhang&#034;&gt;Zhang&lt;/a&gt;  and Heinz &lt;a href=&#034;http://www.bibsonomy.org/author/M{\&amp;#034;u}hlenbein&#034;&gt;M&amp;#252;hlenbein&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Evolutionary Computation&lt;/em&gt;&lt;em&gt;3(1):17--38&lt;/em&gt;(&lt;em&gt;1995&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Bayesian"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/networks."/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/model"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Machine"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/principle,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/neural"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/comparison,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Evolving"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/programming,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Tree"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/description"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/genetic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Minimum"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/length"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithms,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/induction,"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2019982e52422e47b3b08fa3a015fe2e3/brazovayeye"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2019982e52422e47b3b08fa3a015fe2e3/brazovayeye"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://www.ais.fraunhofer.de/~muehlen/publications/gmd_as_ga-94_09.ps"/><swrc:date>Thu Jun 19 17:35:00 CEST 2008</swrc:date><swrc:journal>Evolutionary Computation</swrc:journal><swrc:number>1</swrc:number><swrc:pages>17--38</swrc:pages><swrc:title>Balancing Accuracy and Parsimony in Genetic
                 Programming</swrc:title><swrc:volume>3</swrc:volume><swrc:year>1995</swrc:year><swrc:keywords>Bayesian networks. model Machine principle, neural learning, comparison, Evolving programming, Tree description genetic Minimum length algorithms, induction, </swrc:keywords><swrc:abstract>Genetic programming is distinguished from other
                 evolutionary algorithms in that it uses tree
                 representations of variable size instead of linear
                 strings of fixed length. The flexible representation
                 scheme is very important because it allows the
                 underlying structure of the data to be discovered
                 automatically. One primary difficulty, however, is that
                 the solutions may grow too big without any improvement
                 of their generalization ability. In this paper we
                 investigate the fundamental relationship between the
                 performance and complexity of the evolved structures.
                 The essence of the parsimony problem is demonstrated
                 empirically by analyzing error landscapes of programs
                 evolved for neural network synthesis. We consider
                 genetic programming as a statistical inference problem
                 and apply the Bayesian model-comparison framework to
                 introduce a class of fitness functions with error and
                 complexity terms. An adaptive learning method is then
                 presented that automatically balances the
                 model-complexity factor to evolve parsimonious programs
                 without losing the diversity of the population needed
                 for achieving the desired training accuracy. The
                 effectiveness of this approach is empirically shown on
                 the induction of sigma-pi neural networks for solving a
                 real-world medical diagnosis problem as well as
                 benchmark tasks.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="doi:10.1162/evco.1995.3.1.17" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Byoung-Tak Zhang"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Heinz M{\&#034;u}hlenbein"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item></rdf:RDF>