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Inductive logic programming : 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 17-19, 2012 : revised selected papers / Fabrizio Riguzzi, Filip Železný (eds.).



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Creatore: ILP (Conference) (22nd : 2012 : Dubrovnik, Croatia)
Titolo: Inductive logic programming : 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 17-19, 2012 : revised selected papers / Fabrizio Riguzzi, Filip Železný (eds.).
Link to work: Inductive logic programming Visualizza cluster
Pubblicazione: Berlin ; New York : Springer, ©2013
Estensione: 1 online resource (x, 272 pages) : illustrations.
Tipo formato: computer
Tipo contenuto: text
Tipo supporto: online resource
Disciplina: 005.1/15
Titolo uniforme di collana: Lecture notes in computer science ; 7842. 1611-3349
Lecture notes in computer science. Lecture notes in artificial intelligence.
LNCS sublibrary. SL 7, Artificial intelligence.
Genere/Forma: Congresses
Electronic books
Conference papers and proceedings
Index term-Uncontrolled: Computer science
Logic design
Artificial intelligence
Mathematical Logic and Formal Languages
Programming Techniques
Logics and Meanings of Programs
Computation by Abstract Devices
Soggetto non controllato: Computer science
Logic design
Artificial intelligence
Mathematical Logic and Formal Languages
Programming Techniques
Logics and Meanings of Programs
Computation by Abstract Devices
Termine d'indicizzazione-Occupazione: Computer science
Logic design
Artificial intelligence
Mathematical Logic and Formal Languages
Programming Techniques
Logics and Meanings of Programs
Computation by Abstract Devices
Classificazione LOC: QA76.63 .I47 2012
Creatori/Collaboratori: Riguzzi, Fabrizio
Železný, Filip
Contenuto supplementare: Includes bibliographical references and author index.
Nota di contenuto: A Relational Approach to Tool-Use Learning in Robots / Solly Brown, Claude Sammut -- A Refinement Operator for Inducing Threaded-Variable Clauses / Angelos Charalambidis, Stasinos Konstantopoulos -- Propositionalisation of Continuous Attributes beyond Simple Aggregation / Soufiane El Jelali, Agnès Braud, Nicolas Lachiche -- Topic Models with Relational Features for Drug Design / Tanveer A. Faruquie, Ashwin Srinivasan, Ross D. King -- Pairwise Markov Logic / Daan Fierens, Kristian Kersting, Jesse Davis, Jian Chen -- Evaluating Inference Algorithms for the Prolog Factor Language / Tiago Gomes, Vítor Santos Costa -- Polynomial Time Pattern Matching Algorithm for Ordered Graph Patterns / Takahiro Hino, Yusuke Suzuki, Tomoyuki Uchida, Yuko Itokawa -- Fast Parameter Learning for Markov Logic Networks Using Bayes Nets / Hassan Khosravi -- Bounded Least General Generalization / Ondřej Kuželka, Andrea Szabóová, Filip Železný -- Itemset-Based Variable Construction in Multi-relational Supervised Learning / Dhafer Lahbib, Marc Boullé, Dominique Laurent -- A Declarative Modeling Language for Concept Learning in Description Logics / Francesca Alessandra Lisi -- Identifying Driver's Cognitive Load Using Inductive Logic Programming / Fumio Mizoguchi, Hayato Ohwada, Hiroyuki Nishiyama -- Opening Doors: An Initial SRL Approach / Bogdan Moldovan, Laura Antanas, McElory Hoffmann -- Probing the Space of Optimal Markov Logic Networks for Sequence Labeling / Naveen Nair, Ajay Nagesh, Ganesh Ramakrishnan -- What Kinds of Relational Features Are Useful for Statistical Learning? / Amrita Saha, Ashwin Srinivasan, Ganesh Ramakrishnan -- Learning Dishonesty / Chiaki Sakama -- Heuristic Inverse Subsumption in Full-Clausal Theories / Yoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma -- Learning Unordered Tree Contraction Patterns in Polynomial Time / Yuta Yoshimura, Takayoshi Shoudai.
Restrizioni accesso: Access is restricted to users affiliated with licensed institutions.
Sommario/riassunto: This book constitutes the thoroughly refereed post-proceedings of the 22nd International Conference on Inductive Logic Programming, ILP 2012, held in Dubrovnik, Croatia, in September 2012. The 18 revised full papers were carefully reviewed and selected from 41 submissions. The papers cover the following topics: propositionalization, logical foundations, implementations, probabilistic ILP, applications in robotics and biology, grammatical inference, spatial learning and graph-based learning.
Collana: Lecture notes in computer science, 1611-3349 ; 7842. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence
Varianti del titolo: ILP 2012
ISBN: 9783642388125
3642388124
9783642388118
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 004402657
Localizzazioni e accesso elettronico http://link.springer.com/10.1007/978-3-642-38812-5
Collocazione: Electronic access
Lo trovi qui: New York University
Altra ed. diverso supporto: Print version: ILP (Conference) (22nd : 2012 : Dubrovnik, Croatia). Inductive logic programming. Heidelberg : Springer, [2013] 9783642388118 (OCoLC)852805520