Inductive Logic Programming 20th International Conference, ILP 2010,
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 w
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Subseries of Lecture Notes in Computer Science
6489
Paolo Frasconi Francesca A. Lisi (Eds.)
Inductive Logic Programming 20th International Conference, ILP 2010 Florence, Italy, June 27-30, 2010 Revised Papers
13
Series Editors Randy Goebel, University of Alberta, Edmonton, Canada Jörg Siekmann, University of Saarland, Saarbrücken, Germany Wolfgang Wahlster, DFKI and University of Saarland, Saarbrücken, Germany Volume Editors Paolo Frasconi Università degli Studi di Firenze Dipartimento di Sistemi e Informatica Via di Santa Marta, 3, 50139 Firenze, Italy E-mail: [email protected]fi.it Francesca A. Lisi Università degli Studi di Bari "Aldo Moro" Dipartimento di Informatica Campus Universitario "E. Quagliariello" Via E. Orabona, 4, 70125 Bari, Italy E-mail: [email protected]
ISSN 0302-9743 e-ISSN 1611-3349 ISBN 978-3-642-21294-9 e-ISBN 978-3-642-21295-6 DOI 10.1007/978-3-642-21295-6 Springer Heidelberg Dordrecht London New York Library of Congress Control Number: Applied for CR Subject Classification (1998): F.4.1, I.2.3, I.2.6, F.1, H.2.8, H.3, F.3 LNCS Sublibrary: SL 7 – Artificial Intelligence
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Preface
This volume contains a selection of revised papers from the 20th International Conference on Inductive Logic Programming (ILP 2010) held in Firenze, Italy, during June 27–30, 2010. The ILP conference series started in 1991 and is the premier international forum on logic-based approaches to machine learning. The conference has recently explored several intersections with statistical learning and other probabilistic approaches, expanding research horizons significantly. The 20th edition was structured with invited talks, regular talks, a poster session, a panel session, and featured for the first time a tutorial day. The invited speakers were Michael Kifer, Avi Pfeffer, and David Poole. Abstracts of their talks can be found in this volume. Gianluigi Greco and Francesco Scarcello presented a tutorial on “Structural Decomposition Methods: Identifying Eas
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