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Note: Links lead to the DBLP on the Web. Melanie Hilario Adam Woznica , Alexandros Kalousis , Melanie Hilario: Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. PAKDD 2006 : 546-551 Jee-Hyub Kim , Melanie Hilario: Learning Information Extraction Rules for Protein Annotation from Unannotated Corpora. CICLing 2005 : 522-534 Gilles Cohen , Patrick Ruch , Melanie Hilario: Model Selection for Support Vector Classifiers via Direct Simplex Search. FLAIRS Conference 2005 : 431-435 Alexandros Kalousis , Julien Prados , Melanie Hilario: Stability of Feature Selection Algorithms. ICDM 2005 : 218-225 Adam Woznica , Alexandros Kalousis , Melanie Hilario: Kernels over Relational Algebra Structures. PAKDD 2005 : 588-598 Alexandros Kalousis , Julien Prados , Elton Rexhepaj , Melanie Hilario: Feature Extraction from Mass Spectra for Classification of Pathological States. PKDD 2005 : 536-543 Alexandros Kalousis , Julien Prados , Jean-Charles Sanchez , Laure Allard , Melanie Hilario: Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry. ICTAI 2004 : 113-119 Gilles Cohen , Melanie Hilario, Antoine Geissbühler : Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support. ISBMDA 2004 : 200-211 Melanie Hilario, Alex Mitchell , Jee-Hyub Kim , Paul Bradley , Terri K. Attwood : Classifying Protein Fingerprints. PKDD 2004 : 197-208 Gilles Cohen , Melanie Hilario, Christian Pellegrini : One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance. SSPR/SPR 2004 : 850-858 Alexandros Kalousis , Joao Gama , Melanie Hilario: On Data and Algorithms: Understanding Inductive Performance. Machine Learning 54 (3): 275-312 (2004) Alexandros Kalousis , Melanie Hilario: Representational Issues in Meta-Learning. ICML 2003 : 313-320 Gilles Cohen , Melanie Hilario, Hugo Sax , Stéphane Hugonnet : Data Imbalance in Surveillance of Nosocomial Infections. ISMDA 2003 : 109-117 Melanie Hilario: Model Complexity and Algorithm Selection in Classification. Discovery Science 2002 : 113-126 Alexandros Kalousis , Melanie Hilario: Feature Selection for Meta-learning. PAKDD 2001 : 222-233 Melanie Hilario, Alexandros Kalousis : Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection. PKDD 2001 : 180-191 Alexandros Kalousis , Melanie Hilario: Model Selection via Meta-Learning: A Comparative Study. International Journal on Artificial Intelligence Tools 10 (4): 525-554 (2001) Alexandros Kalousis , Melanie Hilario: Model selection via meta-learning: a comparative study. ICTAI 2000 : 406-413 Melanie Hilario, Alexandros Kalousis : Quantifying the Resilience of Inductive Classification Algorithms. PKDD 2000 : 106-115 Marc Vuilleumier Stückelberg , Christian Pellegrini , Melanie Hilario: An Architecture for Musical Score Recognition using High-Level Domain Knowledge. ICDAR 1997 : 813-818 Melanie Hilario, Ahmed Rida , Christian Pellegrini : A Metalevel Architecture for Knowledge-Based Neural Network Design. ICTAI 1997 : 331-337 Melanie Hilario, Ahmed Rida : The Use of Prior Knowledge in Neural Network Configuration and Training. IWANN 1997 : 227-236 Yannick Lallement , Melanie Hilario, Frédéric Alexandre : Neurosymbolic Integration: Cognitive Grounds and Computational Strategies. WOCFAI 1995 : 193-203 1 [ 1 ] 2 [ 17 ] 3 [ 15 ] 4 [ 15 ] 5 [ 11 ] [ 14 ] [ 16 ] [ 21 ] 6 [ 13 ] 7 [ 16 ] 8 [ 11 ] 9 [ 5 ] [ 6 ] [ 7 ] [ 8 ] [ 9 ] [ 12 ] [ 13 ] [ 17 ] [ 18 ] [ 19 ] [ 20 ] [ 23 ] 10 [ 15 ] [ 22 ] 11 [ 1 ] 12 [ 15 ] 13 [ 3 ] [ 4 ] [ 14 ] 14 [ 17 ] [ 18 ] [ 20 ] 15 [ 18 ] 16 [ 2 ] [ 3 ] 17 [ 21 ] 18 [ 17 ] 19 [ 11 ] 20 [ 4 ] 21 [ 19 ] [ 23 ]  ©2006 Association for Computing Machinery |
