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Inductive Logic Programming - 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings
Celine Rouveirol; Michele Sebag
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (2001)
Pehmeäkantinen kirja
49,60
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ostoskoriin kpl
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24,
José L. Balcázar; Francesco Bonchi; Aristides Gionis; Michèle Sebag
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (2010)
Pehmeäkantinen kirja
97,90
Tuotetta lisätty
ostoskoriin kpl
Siirry koriin
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24,
José L. Balcázar; Francesco Bonchi; Aristides Gionis; Michèle Sebag
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (2010)
Pehmeäkantinen kirja
49,60
Tuotetta lisätty
ostoskoriin kpl
Siirry koriin
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24,
José L. Balcázar; Francesco Bonchi; Aristides Gionis; Michèle Sebag
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (2010)
Pehmeäkantinen kirja
97,90
Tuotetta lisätty
ostoskoriin kpl
Siirry koriin
Inductive Logic Programming - 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings
49,60 €
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Sivumäärä: 259 sivua
Asu: Pehmeäkantinen kirja
Painos: 2001
Julkaisuvuosi: 2001, 29.08.2001 (lisätietoa)
Kieli: Englanti
Tuotesarja: Lecture Notes in Artificial Intelligence
The 11th international conference on Inductive Logic Programming, ILP2001, was held in Strasbourg, France, September 9-11, 2001. ILP2001 was co-located withthe3rdinternationalworkshoponLogic,Learning,andLanguage(LLL2001), and nearly co-located with the joint 12th European Conference on Machine Learning (ECML2001) and 5th European conference on Principles and Practice of Knowledge Discovery in Databases (PKDD2001). Continuing a series of international conferences devoted to Inductive Logic Programming and Relational Learning, ILP2001 is the central annual event for researchersinterestedinlearningstructuredknowledgefromstructuredexamples and background knowledge. One recent one major challenge for ILP has been to contribute to the ex- nentialemergenceofDataMining,andtoaddressthehandlingofmulti-relational databases. On the one hand, ILP has developed a body of theoretical results and algorithmicstrategiesforexploringrelationaldata,essentiallybutnotexclusively from a supervised learning viewpoint. These results are directly relevant to an e?cient exploration of multi-relational databases. Ontheotherhand,DataMiningmightrequirespeci?crelationalstrategiesto be developed, especially with regard to the scalability issue.
The near-colocation of ILP2001 with ECML2001-PKDD2001 was an incentive to increase cro- fertilization between the ILP relational savoir-faire and the new problems and learning goals addressed and to be addressed in Data Mining. Thirty-seven papers were submitted to ILP, among which twenty-one were selected and appear in these proceedings. Several - non-disjoint - trends can be observed, along an admittedly subjective clustering. On the theoretical side, a new mode of inference is proposed by K. Inoue, analog to the open-ended mode of Bayesian reasoning (where the frontier - tween induction and abduction wanes). New learning re?nement operators are proposed by L. Badea, while R. Otero investigates negation-handling settings.

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Inductive Logic Programming - 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedingszoom
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ISBN:
9783540425380
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