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  • Conference proceedings
  • © 2010

Inductive Logic Programming

19th International Conference, ILP 2009, Leuven, Belgium, July 2-4, 2010, Revised Papers

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5989)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): ILP: International Conference on Inductive Logic Programming

Conference proceedings info: ILP 2009.

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Table of contents (24 papers)

  1. Front Matter

  2. Knowledge-Directed Theory Revision

    • Kamal Ali, Kevin Leung, Tolga Konik, Dongkyu Choi, Dan Shapiro
    Pages 1-8
  3. Towards Clausal Discovery for Stream Mining

    • Anton Dries, Luc De Raedt
    Pages 9-16
  4. Induction of Relational Algebra Expressions

    • Joris J. M. Gillis, Jan Van den Bussche
    Pages 25-33
  5. A Logic-Based Approach to Relation Extraction from Texts

    • Tamás Horváth, Gerhard Paass, Frank Reichartz, Stefan Wrobel
    Pages 34-48
  6. Discovering Rules by Meta-level Abduction

    • Katsumi Inoue, Koichi Furukawa, Ikuo Kobayashi, Hidetomo Nabeshima
    Pages 49-64
  7. Inductive Generalization of Analytically Learned Goal Hierarchies

    • Tolga Könik, Negin Nejati, Ugur Kuter
    Pages 65-72
  8. Nonmonotonic Onto-Relational Learning

    • Francesca A. Lisi, Floriana Esposito
    Pages 88-95
  9. Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples

    • Stephen Muggleton, Aline Paes, Vítor Santos Costa, Gerson Zaverucha
    Pages 123-130
  10. ProGolem: A System Based on Relative Minimal Generalisation

    • Stephen Muggleton, José Santos, Alireza Tamaddoni-Nezhad
    Pages 131-148
  11. An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge

    • Houssam Nassif, Hassan Al-Ali, Sawsan Khuri, Walid Keirouz, David Page
    Pages 149-165
  12. Boosting First-Order Clauses for Large, Skewed Data Sets

    • Louis Oliphant, Elizabeth Burnside, Jude Shavlik
    Pages 166-177
  13. Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages

    • Anup Patel, Ganesh Ramakrishnan, Pushpak Bhattacharya
    Pages 178-185
  14. Transfer Learning via Relational Templates

    • Scott Proper, Prasad Tadepalli
    Pages 186-193
  15. Finding Relational Associations in HIV Resistance Mutation Data

    • Lothar Richter, Regina Augustin, Stefan Kramer
    Pages 202-208

Other Volumes

  1. Inductive Logic Programming

Keywords

  • Bayesian networks
  • Cluster
  • Clustering
  • ants
  • classifier systems
  • data mining
  • description logic
  • generalisation operators
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Department of Computer Science, Katholieke Universiteit Leuven, Heverlee, Belgium

    Luc Raedt

Bibliographic Information

Buying options

eBook USD 39.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions