ILP2010 The 20th International Conference on Inductive Logic Programming Firenze Italy June 27-30 2010 http://ilp2010.dsi.unifi.it/
ORAL Presentations
- James Cussens. Approximate Bayesian computation for the parameters of PRISM programs – Supplementary materials
- Sriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann and Jude Shavlik. Boosting Relational Dependency Networks
- Ashwin Srinivasan, Tanveer Faruquie and Sachindra Joshi. Exact Data Parallel Computation for Very Large ILP Datasets – Supplementary materials
- Yoshitaka Yamamoto, Katsumi Inoue and Koji Iwanuma. From inverse entailment to inverse subsumption – Supplementary materials
- Bernd Gutmann, Manfred Jaeger and Luc De Raedt. Extending ProbLog with Continuous Distributions
- Michelangelo Diligenti, Marco Gori, Marco Maggini and Leonardo Rigutini. Multitask Kernel-based Learning with First-Order Logic Constraints
- Fabrizio Riguzzi and Nicola Di Mauro. Applying the Information Bottleneck Approach to SRL: Learning LPAD Parameters
- Radomir Cernoch and Filip Zelezny. Speeding up Planning through Minimal Generalizations of Partially Ordered Plans
- Trevor Walker, Sriraam Natarajan, Gautam Kunapuli, Jude Shavlik and David Page. Automation of ILP Setup and Search via User Provided Relevance and Type Information
- Stephen Muggleton, Jianzhong Chen, Hiroaki Watanabe, Stuart Dunbar, Charles Baxter, Richard Currie, Jose Domingo Salazar, Jan Taubert and Michael Sternberg. Variation of background knowledge in an industrial application of ILP
- David Vaz, Vitor Santos Costa and Michel Ferreira. Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection
- Alireza Tamaddoni-Nezhad and Stephen Muggleton. Stochastic Refinement
- Yi Huang, Volker Tresp , Markus Bundschus and Achim Rettinger. Multivariate Structured Prediction for Learning on Semantic Web – Supplementary materials
- Luc De Raedt and Ingo Thon. Probabilistic Rule Learning
- Matthieu Lopez, Lionel Martin and Christel Vrain. Learning discriminant rules as a minimal saturation search – Supplementary materials
- Katsumi Inoue, Andrei Doncescu and Hidetomo Nabeshima. Hypothesizing about Networks in Meta-level Abduction
Posters
- Jose Santos and Stephen Muggleton. When does it payoff to use sophisticated entailment engines in ILP?
- Laura-Andreea Antanas, Martijn van Otterlo, Jose Oramas M., Tinne Tuytelaars and Luc De Raedt. Not Far Away from Home: a relational distance-based approach to understand images of houses – Supplementary materials
- Christophe Rodrigues, Pierre Gerard and Celine Rouveirol. Incremental learning of relational action models in noisy environments
- Stefano Bragaglia and Fabrizio Riguzzi. Approximate Inference for Logic Programs with Annotated Disjunctions – Supplementary materials
- Beatriz Garcia Jimenez, Agapito Ledezma and Araceli Sanchis. MMRF for Proteome Annotation Applied to Human Protein Disease Prediction – Supplementary materials
- Andrej Oblak and Ivan Bratko. Learning from noisy data with a non-covering ILP algorithm
- Yusuke Nakano and Nobuhiro Inuzuka. Multi-Relational Pattern Mining Based-on Combination of Properties with Preserving Their Structure in Examples – Supplementary materials
- Srihari Kalgi, Chirag Gosar, Prasad Gawde, Ganesh Ramakrishnan, Chander Iyer, Kiran T V S, Kekin Gada and Ashwin Srinivasan. BET: An ILP workbench – Supplementary materials
- Naveen Nair, Chander Jayaraman, Kiran TVS and Ganesh Ramakrishnan. Pruning Search Space for Weighted First Order Horn Clause Satisfiability – Supplementary materials
- Niels Pahlavi and Stephen Muggleton. Can HOLL outperform FOLL? – Supplementary materials
- Alberto Illobre, Jorge Gonzalez, Ramon Otero and Jose Santos. Learning action descriptions of opponent behaviour in the Robocup 2D simulation environment.
- Erick Alphonse, Tobias Girschick, Fabian Buchwald and Stefan Kramer. A Numerical Refinement Operator based on Multi-Instance Learning
- Tarek Abudawood and Peter Flach. Learning Multi-class Theories in ILP – Supplementary materials
- Ondrej Kuzelka and Filip Zelezny. Seeing the World through Homomorphism: An Experimental Study on Reducibility of Examples
- Max Pereira, Nuno A. Fonseca, Vitor Santos Costa and Rui Camacho. Interactive Discriminative Mining of Chemical Fragments