| Invited Papers |
| Automated Synthesis of Data Analysis Programs: Learning in Logic / Wray Buntine |
| At the Interface of Inductive Logic Programming and Statistics / James Cussens |
| From Promising to Profitable Applications of ILP: A Case Study in Drug Discovery / Luc Dehaspe |
| Systems Biology: A New Challenge for ILP / Steve Oliver |
| Scaling Up ILP: Experiences with Extracting Relations from Biomedical Text / Jude Shavlik |
| Research Papers |
| Macro-Operators Revisited in Inductive Logic Programming / Erick Alphonse |
| Bottom-Up ILP Using Large Refinement Steps / Marta Arias ; Roni Khardon |
| On the Effect of Caching in Recursive Theory Learning / Margherita Berardi ; Antonio Varlaro ; Donato Malerba |
| FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets / Joseph Bockhorst ; Irene Ong |
| Learning an Approximation to Inductive Logic Programming Clause Evaluation / Frank DiMaio |
| Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction / Mark Goadrich ; Louis Oliphant |
| Automatic Induction of First-Order Logic Descriptors Type Domains from Observations / Stefano Ferilli ; Floriana Esposito ; Teresa M.A. Basile ; Nicola Di Mauro |
| On Avoiding Redundancy in Inductive Logic Programming / Nuno Fonseca ; VÃtor S. Costa ; Fernando Silva ; Rui Camacho |
| Generalization Algorithms for Second-Order Terms / Kouichi Hirata ; Takeshi Ogawa ; Masateru Harao |
| Circumscription Policies for Induction / Katsumi Inoue ; Haruka Saito |
| Logical Markov Decision Programs and the Convergence of Logical TD(?) / Kristian Kersting ; Luc De Raedt |
| Learning Goal Hierarchies from Structured Observations and Expert Annotations / Tolga Könik ; John Laird |
| Efficient Evaluation of Candidate Hypotheses in AL-log / Francesca A. Lisi |
| An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques / Jérôme Maloberti ; Einoshin Suzuki |
| Improving Rule Evaluation Using Multitask Learning / Mark D. Reid |
| Learning Logic Programs with Annotated Disjunctions / Fabrizio Riguzzi |
| A Simulated Annealing Framework for ILP / Mathieu Serrurier ; Henri Prade ; Gilles Richard |
| Modelling Inhibition in Metabolic Pathways |
| Through Abduction and Induction / Alireza Tamaddoni-Nezhad ; Antonis Kakas ; Stephen Muggleton ; Florencio Pazos |
| First Order Random Forests with Complex Aggregates / Celine Vens ; Anneleen Van Assche ; Hendrik Blockeel ; SaÃœo D eroski |
| A Monte Carlo Study of Randomised Restarted Search in ILP / Filip Äelezný ; Ashwin Srinivasan ; David Page |
| Addendum |
| Learning, Logic, and Probability: A Unified View / Pedro Domingos |
| Author Index |
| Invited Papers |
| Automated Synthesis of Data Analysis Programs: Learning in Logic / Wray Buntine |
| At the Interface of Inductive Logic Programming and Statistics / James Cussens |
図書
