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Article #19[VORTRAG] R. Goebel: EXPLOITING HYPOTHETICAL REASONING FOR DATA MINING
From: Peter Geibel
Date: Wed, 22 Apr 1998 00:00
Date: Wed, 22 Apr 1998 00:00
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2735 bytes
----------------------------------------------------------------------- FORSCHUNGSKOLLOQUIUM KI im Sommersemester 1998 TERMIN BEACHTEN !!!!!!! Donnerstag, den 30.4.1998, 10-12 Uhr Franklinstr. 28/29, 10587 Berlin, Raum FR 5516 ----------------------------------------------------------------------- EXPLOITING HYPOTHETICAL REASONING FOR DATA MINING Randy Goebel University of Alberta Traditional data mining is commercially attractive because association rules are easily interpretable by a non-technical audience. To extend data mining research thus requires a demonstration that more sophisticated learning techniques provide useful and easily interpretable results in more complex application domains. This presentation argues that three apparently different learning problems can be usefully "forced" into a hypothetical reasoning framework. The three problems are the induction of secondary structure in proteins, the induction of layout rules for two dimensional layout problems, and the induction of semantic indexing structures for image retrieval. ----------------------------------------------------------------------- Technische Universität Berlin Fachbereich 13 - Informatik Methoden der Kuenstlichen Intelligenz (KI) Sekretariat FR 5-8 Franklinstr. 28/29, D-10587 Berlin, Germany Sekretariat: Cordula Lippke Raum FR5055 Telefon +49-30-314-24941 Fax +49-30-314-24913 E-Mail clippke@cs.tu-berlin.de ----------------------------------------------------------------------- !!! Das aktuelle Kolloquiumsprogramm ist auch im WWW !!! unter http://ki.cs.tu-berlin.de/col.html zu finden !!! !!! Diese Ankuendigung als PS-File: !!! http://ki.cs.tu-berlin.de/goebel.ps -- ### Peter Geibel ### TU Berlin, KI, Sekr. FR 5-8, Franklinstr. 28/29, D-10587 Berlin ### Tel. +49-30-314-25491, Fax +49-30-314-24913 ### http://www.cs.tu-berlin.de/~geibel, mailto:geibel@cs.tu-berlin.de
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X-Google-Language: ENGLISH,ASCII X-Google-Thread: 10d38e,cae41d4a3550ae0b,start X-Google-Attributes: gid10d38e,public X-Google-Thread: 10af11,cae41d4a3550ae0b,start X-Google-Attributes: gid10af11,public X-Google-Thread: 10fc04,cae41d4a3550ae0b,start X-Google-Attributes: gid10fc04,public From: Peter Geibel <geibel@cs.tu-berlin.de> Subject: [VORTRAG] R. Goebel: EXPLOITING HYPOTHETICAL REASONING FOR DATA MINING Date: 1998/04/22 Message-ID: <353DDEB1.1010ED03@cs.tu-berlin.de> X-Deja-AN: 346619102 Content-Transfer-Encoding: quoted-printable Content-Type: text/plain; charset=iso-8859-1 Organization: TU Berlin Mime-Version: 1.0 Newsgroups: bln.sci.informatik,bln.lehre.informatik,bln.lehre.misc