| 2000 | ILP: Just Do It. | David Page |
| 2000 | Concurrent Execution of Optimal Hypothesis Search for Inverse Entailment. | Hayato Ohwada, Hiroyuki Nishiyama, Fumio Mizoguchi |
| 2000 | An Efficient Hypothesis Search Algorithm Based on Best-Bound Search. | Kouzou Ohara, Noboru Babaguchi, Tadahiro Kitahashi |
| 2000 | Solving Selection Problems Using Preference Relation Based on Bayesian Learning. | Tomofumi Nakano, Nobuhiro Inuzuka |
| 2000 | Theory Completion Using Inverse Entailment. | Stephen H. Muggleton, Christopher H. Bryant |
| 2000 | Composition of Biasses of Inductive Logic Programming. | Frdric Moal, Christel Vrain |
| 2000 | A Proposal for Inductive Learning Agent Using First-Order Logic. | Tohgoroh Matsui, Nobuhiro Inuzuka, Hirohisa Seki |
| 2000 | Selective Inductive Logic Programming. | Heather Maclaren |
| 2000 | Using an ILP Algorithm to Learn Logic Programs for Reasoning about Actions. | David Lorenzo, Ramn P. Otero |
| 2000 | Bottom-Up Propositionalization. | Stefan Kramer, Eibe Frank |
| 2000 | Extending K-Means Clustering to First-Order Representations. | Mathias Kirsten, Stefan Wrobel |
| 2000 | Bayesian Logic Programs. | Kristian Kersting, Luc De Raedt |
| 2000 | A Topological Study of the Upward Refinement Operators in ILP. | Miguel Angel Gutirrez-Naranjo, Jos A. Alonso-Jimnez, Joaqun Borrego-Daz |
| 2000 | On the Completion of Inverse Entailment for Mutual Recursion and its Application to Self Recursion. | Koichi Furukawa, Tomonobu Ozaki |
| 2000 | Decomposing Probability Distributions on Structured Individuals. | Peter A. Flach, Nicolas Lachiche |
| 2000 | Universal Learning of Classes from Sparse and Non-uniform Evidence. | Csar Ferri Ramirez, Jos Hernndez-Orallo, M. Jos Ramrez-Quintana |
| 2000 | Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 2000 | A New Declarative Bias for ILP: Construction Modes. | Esra Erdem, Pierre Flener |
| 2000 | A Note on Two Simple Transformations for Improving the Efficiency of an ILP System. | Vtor Santos Costa, Ashwin Srinivasan, Rui Camacho |
| 2000 | Two Advanced Transormations for Improving the Efficiency of an ILP system. | Hendrik Blockeel, Bart Demoen, Gerda Janssens, Henk Vandecasteele, Wim Van Laer |
| 2000 | Executing Query Packs in ILP. | Hendrik Blockeel, Luc Dehaspe, Bart Demoen, Gerda Janssens, Jan Ramon, Henk Vandecasteele |
| 2000 | A Higher-order Approach to Meta-learning . | Hilan Bensusan, Christophe G. Giraud-Carrier, Claire Julia Kennedy |
| 2000 | A Refinement Operator for Description Logics. | Liviu Badea, Shan-Hwei Nienhuys-Cheng |
| 2000 | Learning Term Rewriting Systems from Entailment . | Hiroki Arimura, Hiroshi Sakamoto, Setsuo Arikawa |
| 2000 | A New Algorithm for Learning Range Restricted Horn Expressions. | Marta Arias, Roni Khardon |