1.

Record Nr.

UNISA996465604503316

Titolo

Inductive Logic Programming [[electronic resource] ] : 20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010, Revised Papers / / edited by Paolo Frasconi, Francesca A. Lisi

Pubbl/distr/stampa

Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011

ISBN

3-642-21295-6

Edizione

[1st ed. 2011.]

Descrizione fisica

1 online resource (XI, 278 p. 67 illus., 29 illus. in color.)

Collana

Lecture Notes in Artificial Intelligence ; ; 6489

Disciplina

006.3

Soggetti

Artificial intelligence

Mathematical logic

Computers

Information storage and retrieval

Database management

Artificial Intelligence

Mathematical Logic and Formal Languages

Computation by Abstract Devices

Information Storage and Retrieval

Database Management

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Bibliographic Level Mode of Issuance: Monograph

Nota di bibliografia

Includes bibliographical references and index.

Sommario/riassunto

This book constitutes the thoroughly refereed post-proceedings of the 20th International Conference on Inductive Logic Programming, ILP 2010, held in Florence, Italy in June 2010. The 11 revised full papers and 15 revised short papers presented together with abstracts of three invited talks were carefully reviewed and selected during two rounds of refereeing and revision. All current issues in inductive logic programming, i.e. in logic programming for machine learning are addressed, in particular statistical learning and other probabilistic approaches to machine learning are reflected.