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Paolo Frasconi
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Publications
- 2017
- [j52]Francesco Orsini, Paolo Frasconi, Luc De Raedt:
kProbLog: an algebraic Prolog for machine learning. Mach. Learn. 106(12): 1933-1969 (2017) - 2015
- [c58]Francesco Orsini, Paolo Frasconi, Luc De Raedt:
Graph Invariant Kernels. IJCAI 2015: 3756-3762 - [c57]Paolo Frasconi, Fabrizio Costa, Luc De Raedt, Kurt De Grave:
kLog: A Language for Logical and Relational Learning with Kernels (Extended Abstract). IJCAI 2015: 4183-4187 - [c56]Francesco Orsini, Paolo Frasconi, Luc De Raedt:
kProbLog: An Algebraic Prolog for Kernel Programming. ILP 2015: 152-165 - 2014
- [j50]Paolo Frasconi, Fabrizio Costa, Luc De Raedt, Kurt De Grave:
kLog: A language for logical and relational learning with kernels. Artif. Intell. 217: 117-143 (2014) - [c55]Mathias Verbeke, Paolo Frasconi, Kurt De Grave, Fabrizio Costa, Luc De Raedt:
kLogNLP: Graph Kernel-based Relational Learning of Natural Language. ACL (System Demonstrations) 2014: 85-90 - 2013
- [c53]Laura Antanas, McElory Hoffmann, Paolo Frasconi, Tinne Tuytelaars, Luc De Raedt:
A relational kernel-based approach to scene classification. WACV 2013: 133-139 - 2012
- [c52]Mathias Verbeke, Vincent Van Asch, Roser Morante, Paolo Frasconi, Walter Daelemans, Luc De Raedt:
A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories. EMNLP-CoNLL 2012: 579-589 - [c50]Laura Antanas, Paolo Frasconi, Fabrizio Costa, Tinne Tuytelaars, Luc De Raedt:
A Relational Kernel-Based Framework for Hierarchical Image Understanding. SSPR/SPR 2012: 171-180 - [e5]Luc De Raedt, Christian Bessiere, Didier Dubois, Patrick Doherty, Paolo Frasconi, Fredrik Heintz, Peter J. F. Lucas:
ECAI 2012 - 20th European Conference on Artificial Intelligence. Including Prestigious Applications of Artificial Intelligence (PAIS-2012) System Demonstrations Track, Montpellier, France, August 27-31 , 2012. Frontiers in Artificial Intelligence and Applications 242, IOS Press 2012, ISBN 978-1-61499-097-0 [contents] - [i3]Paolo Frasconi, Fabrizio Costa, Luc De Raedt, Kurt De Grave:
kLog: A Language for Logical and Relational Learning with Kernels. CoRR abs/1205.3981 (2012) - 2011
- [c49]Parisa Kordjamshidi, Paolo Frasconi, Martijn van Otterlo, Marie-Francine Moens, Luc De Raedt:
Relational Learning for Spatial Relation Extraction from Natural Language. ILP 2011: 204-220 - [c48]Mathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt:
Kernel-Based Logical and Relational Learning with kLog for Hedge Cue Detection. ILP 2011: 347-357 - 2010
- [j40]Niels Landwehr, Andrea Passerini, Luc De Raedt, Paolo Frasconi:
Fast learning of relational kernels. Mach. Learn. 78(3): 305-342 (2010) - 2008
- [e3]Luc De Raedt, Paolo Frasconi, Kristian Kersting, Stephen H. Muggleton:
Probabilistic Inductive Logic Programming - Theory and Applications. Lecture Notes in Computer Science 4911, Springer 2008, ISBN 978-3-540-78651-1 [contents] - 2006
- [j31]Andrea Passerini, Paolo Frasconi, Luc De Raedt:
Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting. J. Mach. Learn. Res. 7: 307-342 (2006) - [c42]Niels Landwehr, Andrea Passerini, Luc De Raedt, Paolo Frasconi:
kFOIL: Learning Simple Relational Kernels. AAAI 2006: 389-394 - 2005
- [c39]Andrea Passerini, Paolo Frasconi, Luc De Raedt:
Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting. AAIP 2005: 37-48 - [i2]Andrea Passerini, Paolo Frasconi, Luc De Raedt:
Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting. Probabilistic, Logical and Relational Learning 2005
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