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Luc De Raedt

Faculty

    deraedt.jpgProf. Dr. Luc De Raedt
    Katholieke Universiteit Leuven
    Department of Computer Science
    Celestijnenlaan 200A (Room 02.26)
    3001 Heverlee
    Belgium
    Tel: +32 16 327834 or +32 16 327552
    Fax: +32 16 327996
     


Principal Investigator in

Research Topics

  • Data mining
  • machine learning
  • knowledge discovery in databases
  • logic programming
  • artificial intelligence
  • their applications in the life sciences.
     

Techniques

  • multi-relational data mining
  • probabilistic inductive logic programming
  • statistical relational learning
  • relational reinforcement learning
  • inductive databases
  • constraint based data mining

 

CV

Academic Background

  • 1991: Doctoraat Informatica, Thesis: Interactive Concept-Learning, Promotor : Maurice Bruynooghe
  • 1986-1991: PhD studies, Dept. of Computer Science, Katholieke Universiteit Leuven (B)
  • 1986: Licentiaat Informatica
  • 1982-1986: Studies in Computer Science, Katholieke Universiteit Leuven (B)

 

Research Positions

  • 1999-present: Professor (C4) in Machine Learning and Natural Language Processing, Institute of Informatics, Albert-Ludwigs-University, Freiburg
  • 1998-1999: Part-time senior lecturer (tenured), Dept. of Computer Science, Katholieke Universiteit Leuven
  • 1993-1998: Part-time lecturer, Dept. of Computer Science, Katholieke Universiteit Leuven
  • 1991-1999: Post-Doc Fund for Scientific Research Flanders, Dept. of Computer Science,Katholieke Universiteit Leuven
  • 1986-1991: Teaching Assistant, Dept. of Computer Science, Katholieke Universiteit Leuven
     

 

Publications

Articles

  • Luc De Raedt: About Knowledge and Inference in Logical and Relational Learning. Advances in Machine Learning II 2010: 143-153
  • 157 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Anton Dries, Siegfried Nijssen, Luc De Raedt: A query language for analyzing networks. CIKM 2009: 485-494
  • 156 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Constraint Programming for Data Mining. EGC 2009: 3
  • 155 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: The Logic of Learning. ICFCA 2009: 57
  • 154 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Probabilistic Logic Learning - A Tutorial Abstract. ICLP 2009: 39
  • 153 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Angelika Kimmig, Luc De Raedt: Local Query Mining in a Probabilistic Prolog. IJCAI 2009: 1095-1100
  • 152 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Siegfried Nijssen, Tias Guns, Luc De Raedt: Correlated itemset mining in ROC space: a constraint programming approach. KDD 2009: 647-656
  • 151 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Siegfried Nijssen, Luc De Raedt: Grammar Mining. SDM 2009: 1026-1037
  • 150 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Albrecht Zimmermann, Luc De Raedt: Cluster-grouping: from subgroup discovery to clustering. Machine Learning 77(1): 125-159 (2009)
  • 149 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Jan Ramon: Deriving distance metrics from generality relations. Pattern Recognition Letters 30(3): 187-191 (2009)
  • 148 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton: Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04. - 20.04.2007 Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2008
  • 147 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Barbara Hammer, Pascal Hitzler, Wolfgang Maass: Recurrent Neural Networks - Models, Capacities, and Applications, 20.01. - 25.01.2008 Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2008
  • 146 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Paolo Frasconi, Kristian Kersting, Stephen Muggleton: Probabilistic Inductive Logic Programming - Theory and Applications Springer 2008
  • 145 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kurt De Grave, Jan Ramon, Luc De Raedt: Active Learning for High Throughput Screening. Discovery Science 2008: 185-196
  • 144 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Bernd Gutmann, Angelika Kimmig, Kristian Kersting, Luc De Raedt: Parameter Learning in Probabilistic Databases: A Least Squares Approach. ECML/PKDD (1) 2008: 473-488
  • 143 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Ingo Thon, Niels Landwehr, Luc De Raedt: A Simple Model for Sequences of Relational State Descriptions. ECML/PKDD (2) 2008: 506-521
  • 142 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Angelika Kimmig, Vítor Santos Costa, Ricardo Rocha, Bart Demoen, Luc De Raedt: On the Efficient Execution of ProbLog Programs. ICLP 2008: 175-189
  • 141 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Tias Guns, Siegfried Nijssen: Constraint programming for itemset mining. KDD 2008: 204-212
  • 140 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Kristian Kersting: Probabilistic Inductive Logic Programming. Probabilistic Inductive Logic Programming 2008: 1-27
  • 139 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Luc De Raedt: Basic Principles of Learning Bayesian Logic Programs. Probabilistic Inductive Logic Programming 2008: 189-221
  • 138 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr: Relational Sequence Learning. Probabilistic Inductive Logic Programming 2008: 28-55
  • 137 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Barbara Hammer, Pascal Hitzler, Wolfgang Maass: 08041 Abstracts Collection -- Recurrent Neural Networks - Models, Capacities, and Applications. Recurrent Neural Networks 2008
  • 136 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Barbara Hammer, Pascal Hitzler, Wolfgang Maass: 08041 Summary -- Recurrent Neural Networks - Models, Capacities, and Applications. Recurrent Neural Networks 2008
  • 135 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Logical and Relational Learning. SBIA 2008: 1
  • 134 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Logic, Probability and Learning, or an Introduction to Statistical Relational Learning. SBIA 2008: 5
  • 133 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Ulrich Rückert, Luc De Raedt: An experimental evaluation of simplicity in rule learning. Artif. Intell. 172(1): 19-28 (2008)
  • 132 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Niels Landwehr, Bernd Gutmann, Ingo Thon, Luc De Raedt, Matthai Philipose: Relational Transformation-based Tagging for Activity Recognition. Fundam. Inform. 89(1): 111-129 (2008)
  • 131 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen: Compressing probabilistic Prolog programs. Machine Learning 70(2-3): 151-168 (2008)
  • 130 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Angelika Kimmig, Luc De Raedt, Hannu Toivonen: Probabilistic Explanation Based Learning. ECML 2007: 176-187
  • 129 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Angelika Kimmig, Hannu Toivonen: ProbLog: A Probabilistic Prolog and Its Application in Link Discovery. IJCAI 2007: 2462-2467
  • 128 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Gemma C. Garriga, Roni Khardon, Luc De Raedt: On Mining Closed Sets in Multi-Relational Data. IJCAI 2007: 804-809
  • 127 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Niels Landwehr, Luc De Raedt: r-grams: Relational Grams. IJCAI 2007: 907-912
  • 126 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Tayfun Gürel, Ulrich Egert, Steffen Kandler, Luc De Raedt, Stefan Rotter: Predicting Spike Activity in Neuronal Cultures. IJCNN 2007: 2942-2947
  • 125 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: ProbLog and its Application to Link Mining in Biological Networks. MLG 2007
  • 124 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Statistical Relational Learning - A Logical Approach (Abstract of Invited Talk). NeSy 2007
  • 123 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton: 07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - A Further Synthesis. Probabilistic, Logical and Relational Learning - A Further Synthesis 2007
  • 122 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Albrecht Zimmermann: Constraint-Based Pattern Set Mining. SDM 2007
  • 121 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Tayfun Gürel, Luc De Raedt, Stefan Rotter: Mining Structure-Activity Relations in Biological Neural Networks using NeuronRank. Perspectives of Neural-Symbolic Integration 2007: 49-65
  • 120 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Tayfun Gürel, Luc De Raedt, Stefan Rotter: Ranking neurons for mining structure-activity relations in biological neural networks: NeuronRank. Neurocomputing 70(10-12): 1897-1901 (2007)
  • 119 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton: Probabilistic, Logical and Relational Learning - Towards a Synthesis, 30. January - 4. February 2005 Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany 2006
  • 118 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Niels Landwehr, Andrea Passerini, Luc De Raedt, Paolo Frasconi: kFOIL: Learning Simple Relational Kernels. AAAI 2006
  • 117 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Tamás Horváth, Björn Bringmann, Luc De Raedt: Frequent Hypergraph Mining. ILP 2006: 244-259
  • 116 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen: Revising Probabilistic Prolog Programs. ILP 2006: 30-33
  • 115 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Alexandru Cocora, Kristian Kersting, Christian Plagemann, Wolfram Burgard, Luc De Raedt: Learning Relational Navigation Policies. IROS 2006: 2792-2797
  • 114 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Jérémy Besson, Céline Robardet, Luc De Raedt, Jean-François Boulicaut: Mining Bi-sets in Numerical Data. KDID 2006: 11-23
  • 113 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Siegfried Nijssen, Luc De Raedt: IQL: A Proposal for an Inductive Query Language. KDID 2006: 189-207
  • 112 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Björn Bringmann, Albrecht Zimmermann, Luc De Raedt, Siegfried Nijssen: Don't Be Afraid of Simpler Patterns. PKDD 2006: 55-66
  • 111 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Luc De Raedt, Tapani Raiko: Logical Hidden Markov Models. J. Artif. Intell. Res. (JAIR) 25: 425-456 (2006)
  • 110 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Andrea Passerini, Paolo Frasconi, Luc De Raedt: Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting. Journal of Machine Learning Research 7: 307-342 (2006)
  • 109 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Stefan Wrobel: Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005 ACM 2005
  • 108 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Jean-François Boulicaut, Luc De Raedt, Heikki Mannila: Constraint-Based Mining and Inductive Databases, European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004, Revised Selected Papers Springer 2005
  • 107 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Kristian Kersting, Sunna Torge: Towards Learning Stochastic Logic Programs from Proof-Banks. AAAI 2005: 752-757
  • 106 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Niels Landwehr, Kristian Kersting, Luc De Raedt: nFOIL: Integrating Naïve Bayes and FOIL. AAAI 2005: 795-800
  • 105 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Christian Stolle, Andreas Karwath, Luc De Raedt: CLASSIC'CL: An Integrated ILP System. Discovery Science 2005: 354-362
  • 104 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Statistical Relational Learning: An Inductive Logic Programming Perspective. PKDD 2005: 3-5
  • 103 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton: 05051 Abstracts Collection - Probabilistic, Logical and Relational Learning - Towards a Synthesis. Probabilistic, Logical and Relational Learning 2005
  • 102 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton: 05051 Executive Summary - Probabilistic, Logical and Relational Learning - Towards a Synthesis. Probabilistic, Logical and Relational Learning 2005
  • 101 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Andrea Passerini, Paolo Frasconi, Luc De Raedt: Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting. Probabilistic, Logical and Relational Learning 2005
  • 100 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Takashi Washio, Luc De Raedt, Joost N. Kok: Advances in Mining Graphs, Trees and Sequences. Fundam. Inform. 66(1-2): (2005)
  • 99 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Kristian Kersting: Probabilistic Inductive Logic Programming. ALT 2004: 19-36
  • 98 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Albrecht Zimmermann, Luc De Raedt: Inductive Querying for Discovering Subgroups and Clusters. Constraint-Based Mining and Inductive Databases 2004: 380-399
  • 97 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Towards Query Evaluation in Inductive Databases Using Version Spaces. Database Support for Data Mining Applications 2004: 117-134
  • 96 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Sau Dan Lee, Luc De Raedt: Constraint Based Mining of First Order Sequences in SeqLog. Database Support for Data Mining Applications 2004: 154-173
  • 95 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Andreas Karwath, Luc De Raedt: Predictive Graph Mining. Discovery Science 2004: 1-15
  • 94 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Albrecht Zimmermann, Luc De Raedt: CorClass: Correlated Association Rule Mining for Classification. Discovery Science 2004: 60-72
  • 93 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Albrecht Zimmermann, Luc De Raedt: Cluster-Grouping: From Subgroup Discovery to Clustering. ECML 2004: 575-577
  • 92 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Martijn van Otterlo, Luc De Raedt: Bellman goes relational. ICML 2004
  • 91 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Luc De Raedt: Logical Markov Decision Programs and the Convergence of Logical TD(lambda). ILP 2004: 180-197
  • 90 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Sau Dan Lee, Luc De Raedt: An Efficient Algorithm for Mining String Databases Under Constraints. KDID 2004: 108-129
  • 89 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Jan Ramon: Condensed Representations for Inductive Logic Programming. KR 2004: 438-446
  • 88 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Johannes Fischer, Luc De Raedt: Towards Optimizing Conjunctive Inductive Queries. PAKDD 2004: 625-637
  • 87 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Christoph Helma, Tobias Cramer, Stefan Kramer, Luc De Raedt: Data Mining and Machine Learning Techniques for the Identification of Mutagenicity Inducing Substructures and Structure Activity Relationships of Noncongeneric Compounds. Journal of Chemical Information and Modeling 44(4): 1402-1411 (2004)
  • 86 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Sau Dan Lee, Luc De Raedt: An Algebra for Inductive Query Evaluation. ICDM 2003: 147-154
  • 85 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Johannes Fischer, Luc De Raedt: Towards Optimizing Conjunctive Inductive Queries. KDID 2003: 44-59
  • 84 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Sau Dan Lee, Luc De Raedt: An Algebra for Inductive Query Evaluation. KDID 2003: 80-96
  • 83 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Tapani Raiko, Stefan Kramer, Luc De Raedt: Towards Discovering Structural Signatures of Protein Folds Based on Logical Hidden Markov Models. Pacific Symposium on Biocomputing 2003: 192-203
  • 82 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Saso Dzeroski, Luc De Raedt: Multi-relational data mining: the current frontiers. SIGKDD Explorations 5(1): 100-101 (2003)
  • 81 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Kristian Kersting: Probabilistic logic learning. SIGKDD Explorations 5(1): 31-48 (2003)
  • 80 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Saso Dzeroski, Luc De Raedt, Stefan Wrobel: Multirelational data mining 2003: workshop report. SIGKDD Explorations 5(2): 200-202 (2003)
  • 79 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Data Mining as Constraint Logic Programming. Computational Logic: Logic Programming and Beyond 2002: 526-547
  • 78 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Ulrich Rückert, Stefan Kramer, Luc De Raedt: Phase Transitions and Stochastic Local Search in k-Term DNF Learning. ECML 2002: 405-417
  • 77 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Manfred Jaeger, Sau Dan Lee, Heikki Mannila: A Theory of Inductive Query Answering. ICDM 2002: 123-130
  • 76 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Sau Dan Lee, Luc De Raedt: Constraint Based Mining of First Order Sequences in SeqLog. KDID 2002: 76-92
  • 75 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Tapani Raiko, Luc De Raedt: Logical Hidden Markov Models (Extendes abstract). Probabilistic Graphical Models 2002
  • 74 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Saso Dzeroski, Luc De Raedt: Multi-Relational Data Mining: a Workshop Report. SIGKDD Explorations 4(2): 122-124 (2002)
  • 73 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: A Perspective on Inductive Databases. SIGKDD Explorations 4(2): 69-77 (2002)
  • 72 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Peter A. Flach: Machine Learning: EMCL 2001, 12th European Conference on Machine Learning, Freiburg, Germany, September 5-7, 2001, Proceedings Springer 2001
  • 71 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Arno Siebes: Principles of Data Mining and Knowledge Discovery, 5th European Conference, PKDD 2001, Freiburg, Germany, September 3-5, 2001, Proceedings Springer 2001
  • 70 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Stefan Kramer, Luc De Raedt: Feature Construction with Version Spaces for Biochemical Applications. ICML 2001: 258-265
  • 69 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Stefan Kramer: The Levelwise Version Space Algorithm and its Application to Molecular Fragment Finding. IJCAI 2001: 853-862
  • 68 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Luc De Raedt: Adaptive Bayesian Logic Programs. ILP 2001: 104-117
  • 67 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Luc De Raedt: Towards Combining Inductive Logic Programming with Bayesian Networks. ILP 2001: 118-131
  • 66 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Stefan Kramer, Luc De Raedt, Christoph Helma: Molecular feature mining in HIV data. KDD 2001: 136-143
  • 65 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Wim Van Laer, Luc De Raedt: How to Upgrade Propositional Learners to First Order Logic: A Case Study. Machine Learning and Its Applications 2001: 102-126
  • 64 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Luc De Raedt: Bayesian Logic Programs CoRR cs.AI/0111058: (2001)
  • 63 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Saso Dzeroski, Luc De Raedt, Kurt Driessens: Relational Reinforcement Learning. Machine Learning 43(1/2): 7-52 (2001)
  • 62 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: A Logical Database Mining Query Language. ILP 2000: 78-92
  • 61 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kristian Kersting, Luc De Raedt: Bayesian Logic Programs. ILP Work-in-progress reports 2000
  • 60 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Johannes A. La Poutré, Floor Verdenius: AI Research in the Benelux - Guest Editorial. AI Commun. 13(1): 1-2 (2000)
  • 59 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maarten van Someren: Benelearn: The First 10 Years. AI Commun. 13(1): 3-4 (2000)
  • 58 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt, Jan Ramon: Top-down induction of clustering trees CoRR cs.LG/0011032: (2000)
  • 57 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt, Nico Jacobs, Bart Demoen: Scaling Up Inductive Logic Programming by Learning from Interpretations CoRR cs.LG/0011044: (2000)
  • 56 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Shan-Hwei Nienhuys-Cheng, Wim Van Laer, Jan Ramon, Luc De Raedt: Generalizing Refinement Operators to Learn Prenex Conjunctive Normal Forms. ILP 1999: 245-256
  • 55 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Jan Ramon, Luc De Raedt: Instance Based Function Learning. ILP 1999: 268-278
  • 54 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Database Mining and Inductive Logic Programming. JFPLC 1999: 73-74
  • 53 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Hendrik Blockeel: Relational Learning and Inductive Logic Programming Made Easy Abstract of Tutorial. PKDD 1999: 590
  • 52 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt, Nico Jacobs, Bart Demoen: Scaling Up Inductive Logic Programming by Learning from Interpretations. Data Min. Knowl. Discov. 3(1): 59-93 (1999)
  • 51 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: An Inductive Logic Programming Query Language for Database Mining. AISC 1998: 1-13
  • 50 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Saso Dzeroski, Luc De Raedt, Hendrik Blockeel: Relational Reinforcement Learning. ICML 1998: 136-143
  • 49 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt, Jan Ramon: Top-Down Induction of Clustering Trees. ICML 1998: 55-63
  • 48 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Attribute-Value Learning Versus Inductive Logic Programming: The Missing Links (Extended Abstract). ILP 1998: 1-8
  • 47 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Saso Dzeroski, Luc De Raedt, Hendrik Blockeel: Relational Reinforcement Learning. ILP 1998: 11-22
  • 46 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Nico Jacobs, Kurt Driessens, Luc De Raedt: Using ILP-Systems for Verification and Validation of Multi-agent Systems. ILP 1998: 145-154
  • 45 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Kurt Driessens, Nico Jacobs, Nathalie Cossement, Patrick Monsieurs, Luc De Raedt: Inductive Verification and Validation of the KULRoT RoboCup Team. RoboCup 1998: 193-206
  • 44 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt: Isidd: An Interactive System for Inductive Database Design. Applied Artificial Intelligence 12(5): 385-420 (1998)
  • 43 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt: Top-Down Induction of First-Order Logical Decision Trees. Artif. Intell. 101(1-2): 285-297 (1998)
  • 42 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Peter Idestam-Almquist, Gunther Sablon: Theta-Subsumption for Structural Matching. ECML 1997: 73-84
  • 41 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Machine Learning for Verification and Validation. EUROVAV 1997: 4
  • 40 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc Dehaspe, Luc De Raedt: Mining Association Rules in Multiple Relations. ILP 1997: 125-132
  • 39 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Hendrik Blockeel: Using Logical Decision Trees for Clustering. ILP 1997: 133-140
  • 38 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt: Lookahead and Discretization in ILP. ILP 1997: 77-84
  • 37 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Wim Van Laer, Luc De Raedt, Saso Dzeroski: On Multi-class Problems and Discretization in Inductive Logic Programming. ISMIS 1997: 277-286
  • 36 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Artificial Intelligence in Belgium and the BeNeLux: Past and Future. AI Commun. 10(3-4): 201-202 (1997)
  • 35 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Logical Settings for Concept-Learning. Artif. Intell. 95(1): 187-201 (1997)
  • 34 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Luc Dehaspe: Clausal Discovery. Machine Learning 26(2-3): 99-146 (1997)
  • 33 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt: Inductive Database Design. ISMIS 1996: 376-385
  • 32 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: PAC-Learning Logic Programs under the Closed-World Assumption. ISMIS 1996: 531-540
  • 31 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc Dehaspe, Luc De Raedt: DLAB: A Declarative Language Bias Formalism. ISMIS 1996: 613-622
  • 30 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hendrik Blockeel, Luc De Raedt: Relational Knowledge Discovery in Databases. Inductive Logic Programming Workshop 1996: 199-211
  • 29 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Erika Van Baelen, Luc De Raedt: Analysis and Prediction of Piano Performances Using Inductive Logic Programming. Inductive Logic Programming Workshop 1996: 55-71
  • 28 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Nada Lavrac: Multiple Predicate Learning in Two Inductive Logic Programming Settings. Logic Journal of the IGPL 4(2): 227-254 (1996)
  • 27 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Wim Van Laer: Inductive Constraint Logic. ALT 1995: 80-94
  • 26 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Gunther Sablon, Luc De Raedt: Forgetting and Compacting data in Concept Learning. IJCAI 1995: 432-438
  • 25 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Nada Lavrac, Luc De Raedt: Inductive Logic Programming: A Survey of European Research. AI Commun. 8(1): 3-19 (1995)
  • 24 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hilde Adé, Luc De Raedt, Maurice Bruynooghe: Declarative Bias for Specific-to-General ILP Systems. Machine Learning 20(1-2): 119-154 (1995)
  • 23 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Francesco Bergadano, Luc De Raedt: Machine Learning: ECML-94, European Conference on Machine Learning, Catania, Italy, April 6-8, 1994, Proceedings Springer 1994
  • 22 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hilde Adé, Bart Malfait, Luc De Raedt: RUTH: an ILP Theory Revision System. ISMIS 1994: 336-345
  • 21 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Wim Van Laer, Luc Dehaspe, Luc De Raedt: Applications of a Logical Discovery Engine. KDD Workshop 1994: 263-274
  • 20 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Gunther Sablon, Luc De Raedt, Maurice Bruynooghe: Iterative Versionspaces. Artif. Intell. 69(1-2): 393-409 (1994)
  • 19 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Saso Dzeroski: First-Order jk-Clausal Theories are PAC-Learnable. Artif. Intell. 70(1-2): 375-392 (1994)
  • 18 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Stephen Muggleton, Luc De Raedt: Inductive Logic Programming: Theory and Methods. J. Log. Program. 19/20: 629-679 (1994)
  • 17 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Nada Lavrac, Saso Dzeroski: Multiple Predicate Learning. IJCAI 1993: 1037-1043
  • 16 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maurice Bruynooghe: A Theory of Clausal Discovery. IJCAI 1993: 1058-1063
  • 15 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: A Brief Introduction to Inductive Logic Programming. ILPS 1993: 45-51
  • 14 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Nada Lavrac: The Many Faces of Inductive Logic Programming. ISMIS 1993: 435-449
  • 13 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Hilde Adé, Luc De Raedt, Maurice Bruynooghe: Inverse Resolution in an Integrated Inductive-Deductive Learning System. ECAI 1992: 456-457
  • 12 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maurice Bruynooghe: Belief Updating from Integrity Constraints and Queries. Artif. Intell. 53(2-3): 291-307 (1992)
  • 11 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Johan Feyaerts, Maurice Bruynooghe: Acquiring object-knowledge. J. Exp. Theor. Artif. Intell. 4(3): 213-232 (1992)
  • 10 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maurice Bruynooghe: Interactive Concept-Learning and Constructive Induction by Analogy. Machine Learning 8: 107-150 (1992)
  • 9 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Johan Feyaerts, Maurice Bruynooghe: Acquiring Object-Knowledge for Learning Systems. EWSL 1991: 245-264
  • 8 Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt: Panel: Logic and Learnability. EWSL 1991: 344
  • 7 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maurice Bruynooghe, Bern Martens: Integrity Constraints and Interactive Concept-Learning. ML 1991: 394-398
  • 6 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maurice Bruynooghe: On Negation and Three-Valued Logic in Interactive Concept-Learning. ECAI 1990: 207-212
  • 5 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Gunther Sablon, Luc De Raedt, Maurice Bruynooghe: Generalizing Multiple Examples in Explanation Based Learning. AII 1989: 177-183
  • 4 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Maurice Bruynooghe, Luc De Raedt, Danny De Schreye: Explanation Based Program Transformation. IJCAI 1989: 407-412
  • 3 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maurice Bruynooghe: Towards Friendly Concept-Learners. IJCAI 1989: 849-858
  • 2 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maurice Bruynooghe: Constructive Induction by Analogy. ML 1989: 476-477
  • 1 no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML Luc De Raedt, Maurice Bruynooghe: On Interactive Concept-Learning and Assimilation. EWSL 1988: 167-176

 

Coauthor Index:

1 Hilde Adé [13] [22] [24]
2 Erika Van Baelen [29]
3 Francesco Bergadano [23]
4 Jérémy Besson [114]
5 Hendrik Blockeel [30] [33] [38] [39] [43] [44] [47] [49] [50] [52] [53] [57] [58]
6 Jean-François Boulicaut [108] [114]
7 Björn Bringmann [112] [117]
8 Maurice Bruynooghe [1] [2] [3] [4] [5] [6] [7] [9] [10] [11] [12] [13] [16] [20] [24]
9 Wolfram Burgard [115]
10 Alexandru Cocora [115]
11 Nathalie Cossement [45]
12 Vítor Santos Costa [142]
13 Tobias Cramer [87]
14 Luc Dehaspe [21] [31] [34] [40]
15 Bart Demoen [52] [57] [142]
16 Thomas G. Dietterich [102] [103] [119] [123] [148]
17 Anton Dries [157]
18 Kurt Driessens [45] [46] [63]
19 Saso Dzeroski [17] [19] [37] [47] [50] [63] [74] [80] [82]
20 Ulrich Egert [126]
21 Johan Feyaerts [9] [11]
22 Johannes Fischer [85] [88]
23 Peter A. Flach [72]
24 Paolo Frasconi [101] [110] [118] [146]
25 Gemma C. Garriga (Gemma Casas-Garriga) [128]
26 Lise Getoor [102] [103] [119] [123] [148]
27 Kurt De Grave [145]
28 Tias Guns [141] [152]
29 Tayfun Gürel [120] [121] [126]
30 Bernd Gutmann [132] [138] [144]
31 Barbara Hammer [136] [137] [147]
32 Christoph Helma [66] [87]
33 Pascal Hitzler [136] [137] [147]
34 Tamás Horváth [117]
35 Peter Idestam-Almquist [42]
36 Nico Jacobs [45] [46] [52] [57]
37 Manfred Jaeger [77]
38 Steffen Kandler [126]
39 Andreas Karwath [95] [105] [138]
40 Kristian Kersting [61] [64] [67] [68] [75] [81] [83] [91] [92] [99] [106] [107] [111] [115] [116] [123] [131] [138] [139] [140] [144] [146] [148]
41 Roni Khardon [128]
42 Angelika Kimmig [116] [129] [130] [131] [142] [144] [153]
43 Joost N. Kok [100]
44 Stefan Kramer [66] [69] [70] [78] [83] [87]
45 Wim Van Laer [21] [27] [37] [56] [65]
46 Niels Landwehr [106] [118] [127] [132] [138] [143]
47 Nada Lavrac [14] [17] [25] [28]
48 Sau Dan Lee [76] [77] [84] [86] [90] [96]
49 Wolfgang Maass [136] [137] [147]
50 Bart Malfait [22]
51 Heikki Mannila [77] [108]
52 Bern Martens [7]
53 Patrick Monsieurs [45]
54 Stephen Muggleton [18] [102] [103] [119] [123] [146] [148]
55 Shan-Hwei Nienhuys-Cheng [56]
56 Siegfried Nijssen [112] [113] [141] [151] [152] [157]
57 Martijn van Otterlo [92]
58 Andrea Passerini [101] [110] [118]
59 Matthai Philipose [132]
60 Christian Plagemann [115]
61 Johannes A. La Poutré (Han La Poutré) [60]
62 Tapani Raiko [75] [83] [111]
63 Jan Ramon [49] [55] [56] [58] [89] [145] [149]
64 Kate Revoredo [116] [131]
65 Céline Robardet [114]
66 Ricardo Rocha (Ricardo Jorge Gomes Lopes da Rocha) [142]
67 Stefan Rotter [120] [121] [126]
68 Ulrich Rückert [78] [133]
69 Gunther Sablon [5] [20] [26] [42]
70 Danny De Schreye [4]
71 Arno Siebes [71]
72 Maarten van Someren [59]
73 Christian Stolle [105]
74 Ingo Thon [132] [143]
75 Hannu Toivonen [116] [129] [130] [131]
76 Sunna Torge [107]
77 Floor Verdenius [60]
78 Takashi Washio [100]
79 Stefan Wrobel [80] [109]
80 Albrecht Zimmermann [93] [94] [98] [112] [122] [150]

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