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Inductive Logic Programming: 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers Fabrizio Riguz - neues Buch

2012, ISBN: 9783642388118

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2012

ISBN: 9783642388118

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… Mehr…

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Inductive Logic Programming 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers - Zelezny, Filip (Herausgeber); Riguzzi, Fabrizio (Herausgeber)
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Zelezny, Filip (Herausgeber); Riguzzi, Fabrizio (Herausgeber):
Inductive Logic Programming 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers - neues Buch

2013, ISBN: 3642388116

2013 Kartoniert / Broschiert Computerprogrammierung und Softwareentwicklung, Informatik, Künstliche Intelligenz, MarkovLogicNetworks; algorithms; multi-relationallearning; Robotics; str… Mehr…

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Inductive Logic Programming 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers - gebrauchtes Buch

2013, ISBN: 9783642388118

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Details zum Buch
Inductive Logic Programming: 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers Fabrizio Riguz

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.

Detailangaben zum Buch - Inductive Logic Programming: 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers Fabrizio Riguz


EAN (ISBN-13): 9783642388118
ISBN (ISBN-10): 3642388116
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2012
Herausgeber: Springer Berlin Heidelberg Core >1

Buch in der Datenbank seit 2013-08-13T21:28:58+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-03-16T01:48:47+01:00 (Berlin)
ISBN/EAN: 9783642388118

ISBN - alternative Schreibweisen:
3-642-38811-6, 978-3-642-38811-8
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: fabrizio, fabrizi, fil, fabri, filip, fabriz, zelezny, fili
Titel des Buches: inductive logic, dubrovnik, croatia one only, logic pro, 2012, papers, ilp, logic programming


Daten vom Verlag:

Autor/in: Fabrizio Riguzzi; Filip Zelezny
Titel: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence; Inductive Logic Programming - 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers
Verlag: Springer; Springer Berlin
273 Seiten
Erscheinungsjahr: 2013-06-06
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
49,22 € (DE)
50,60 € (AT)
54,50 CHF (CH)
POD
X, 273 p. 81 illus.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Theoretische Informatik; Verstehen; Informatik; Markov logic networks; algorithms; multi-relational learning; robotics; structured data; Formal Languages and Automata Theory; Artificial Intelligence; Programming Techniques; Computer Science Logic and Foundations of Programming; Theory of Computation; Computer Science; Künstliche Intelligenz; Computerprogrammierung und Softwareentwicklung; Informatik; EA

A Relational Approach to Tool-Use Learning in Robots.- A Refinement Operator for Inducing Threaded-Variable Clauses.- Propositionalisation of Continuous Attributes beyond Simple Aggregation.- Topic Models with Relational Features for Drug Design.- Pairwise Markov Logic.- Evaluating Inference Algorithms for the Prolog Factor Language.- Polynomial Time Pattern Matching Algorithm for Ordered Graph Patterns.- Fast Parameter Learning for Markov Logic Networks Using Bayes Nets.- Bounded Least General Generalization.- Itemset-Based Variable Construction in Multi-relational Supervised Learning.- A Declarative Modeling Language for Concept Learning in Description Logics.- Identifying Driver’s Cognitive Load Using Inductive Logic Programming.- Opening Doors: An Initial SRL Approach.- Probing the Space of Optimal Markov Logic Networks for Sequence Labeling.- What Kinds of Relational Features Are Useful for Statistical Learning?.- Learning Dishonesty.- Heuristic Inverse Subsumption in Full-Clausal Theories.- Learning Unordered Tree Contraction Patterns in Polynomial TimeA Relational Approach to Tool-Use Learning in Robots.- A Refinement Operator for Inducing Threaded-Variable Clauses.- Propositionalisation of Continuous Attributes beyond Simple Aggregation.- Topic Models with Relational Features for Drug Design.- Pairwise Markov Logic.- Evaluating Inference Algorithms for the Prolog Factor Language.- Polynomial Time Pattern Matching Algorithm for Ordered Graph Patterns.- Fast Parameter Learning for Markov Logic Networks Using Bayes Nets.- Bounded Least General Generalization.- Itemset-Based Variable Construction in Multi-relational Supervised Learning.- A Declarative Modeling Language for Concept Learning in Description Logics.- Identifying Driver’s Cognitive Load Using Inductive Logic Programming.- Opening Doors: An Initial SRL Approach.- Probing the Space of Optimal Markov Logic Networks for Sequence Labeling.- What Kinds of Relational Features Are Useful for StatisticalLearning?.-Learning Dishonesty.-Heuristic Inverse Subsumption in Full-Clausal Theories.-Learning Unordered Tree Contraction Patterns in Polynomial Time.
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