Melanie Hilario

Publication Activity (10 Years)

Years Active: 1993-2015
Publications (10 Years): 0

Top Topics

Previously Unknown

Association Mining

Top Venues

J. Artif. Intell. Res.

Publications

C. Maria Keet, Agnieszka Lawrynowicz, Claudia d'Amato, Alexandros Kalousis, Phong Nguyen, Raúl Palma, Robert Stevens, Melanie Hilario
The Data Mining OPtimization Ontology. J. Web Semant. 32 (2015)
P. Nguyen, Melanie Hilario, Alexandros Kalousis
Using Meta-mining to Support Data Mining Workflow Planning and Optimization. J. Artif. Intell. Res. 51 (2014)
C. Maria Keet, Agnieszka Lawrynowicz, Claudia d'Amato, Melanie Hilario
Modeling Issues, Choices in the Data Mining OPtimization Ontology. OWLED (2013)
Phong Nguyen, Jun Wang, Melanie Hilario, Alexandros Kalousis
Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining CoRR (2012)
Phong Nguyen, Jun Wang, Melanie Hilario, Alexandros Kalousis
Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining. ICDM (2012)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Adaptive Matching Based Kernels for Labelled Graphs. PAKDD (2) (2010)
Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario
Margin and Radius Based Multiple Kernel Learning. ECML/PKDD (1) (2009)
Huyen Do, Alexandros Kalousis, Melanie Hilario
Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs. ECML/PKDD (1) (2009)
Melanie Hilario, Alexandros Kalousis
Approaches to dimensionality reduction in proteomic biomarker studies. Briefings Bioinform. 9 (2) (2008)
Julien Prados, Alexandros Kalousis, Melanie Hilario
Feature Selection with the logRatio Kernel. SDM (2008)
Alexandros Kalousis, Julien Prados, Melanie Hilario
Stability of feature selection algorithms: a study on high-dimensional spaces. Knowl. Inf. Syst. 12 (1) (2007)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Learning to combine distances for complex representations. ICML (2007)
Jee-Hyub Kim, Alex L. Mitchell, Teresa K. Attwood, Melanie Hilario
Learning to extract relations for protein annotation. ISMB/ECCB (Supplement of Bioinformatics) (2007)
Jee-Hyub Kim, Melanie Hilario
Learning Relations and Information Extraction Rules for Protein Annotation. AINA Workshops (1) (2007)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Distances and (Indefinite) Kernels for Sets of Objects. ICDM (2006)
Julien Prados, Alexandros Kalousis, Melanie Hilario
On Preprocessing of SELDI-MS Data and its Evaluation. CBMS (2006)
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Antoine Geissbühler
Learning from imbalanced data in surveillance of nosocomial infection. Artif. Intell. Medicine 37 (1) (2006)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. PAKDD (2006)
Alexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario
Feature Extraction from Mass Spectra for Classification of Pathological States. PKDD (2005)
Gilles Cohen, Patrick Ruch, Melanie Hilario
Model Selection for Support Vector Classifiers via Direct Simplex Search. FLAIRS Conference (2005)
Alex L. Mitchell, Anna Divoli, Jee-Hyub Kim, Melanie Hilario, I. Selimas, Teresa K. Attwood
METIS: multiple extraction techniques for informative sentences. Bioinform. 21 (22) (2005)
Jee-Hyub Kim, Melanie Hilario
Learning Information Extraction Rules for Protein Annotation from Unannotated Corpora. CICLing (2005)
Gilles Cohen, Melanie Hilario, Christian Pellegrini, Antoine Geissbühler
SVM Modeling via a Hybrid Genetic Strategy. A Health Care Application. MIE (2005)
Alexandros Kalousis, Julien Prados, Melanie Hilario
Stability of Feature Selection Algorithms. ICDM (2005)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
Kernels over Relational Algebra Structures. PAKDD (2005)
Alexandros Kalousis, João Gama, Melanie Hilario
On Data and Algorithms: Understanding Inductive Performance. Mach. Learn. 54 (3) (2004)
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Christian Pellegrini, Antoine Geissbühler
An Application of One-class Support Vector Machines to Nosocomial Infection Detection. MedInfo (2004)
Melanie Hilario, Alex L. Mitchell, Jee-Hyub Kim, Paul Bradley, Terri K. Attwood
Classifying Protein Fingerprints. PKDD (2004)
Gilles Cohen, Melanie Hilario, Antoine Geissbühler
Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support. ISBMDA (2004)
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)
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)
Alexandros Kalousis, Melanie Hilario
Representational Issues in Meta-Learning. ICML (2003)
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet
Data Imbalance in Surveillance of Nosocomial Infections. ISMDA (2003)
Melanie Hilario
Model Complexity and Algorithm Selection in Classification. Discovery Science (2002)
Alexandros Kalousis, Melanie Hilario
Model Selection via Meta-Learning: A Comparative Study. Int. J. Artif. Intell. Tools 10 (4) (2001)
Alexandros Kalousis, Melanie Hilario
Feature Selection for Meta-learning. PAKDD (2001)
Melanie Hilario, Alexandros Kalousis
Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection. PKDD (2001)
Alexandros Kalousis, Melanie Hilario
Model selection via meta-learning: a comparative study. ICTAI (2000)
Melanie Hilario, Alexandros Kalousis
Quantifying the Resilience of Inductive Classification Algorithms. PKDD (2000)
Melanie Hilario, Ahmed Rida
The Use of Prior Knowledge in Neural Network Configuration and Training. IWANN (1997)
Marc Vuilleumier Stückelberg, Christian Pellegrini, Melanie Hilario
An Architecture for Musical Score Recognition using High-Level Domain Knowledge. ICDAR (1997)
Melanie Hilario, Ahmed Rida, Christian Pellegrini
A Metalevel Architecture for Knowledge-Based Neural Network Design. ICTAI (1997)
Melanie Hilario, Yannick Lallement, Frédéric Alexandre
Neurosymbolic integration: unified versus hybrid approaches. ESANN (1995)
Yannick Lallement, Melanie Hilario, Frédéric Alexandre
Neurosymbolic Integration: Cognitive Grounds and Computational Strategies. WOCFAI (1995)
Daniel K. Schneider, Boris Borcic, Pierre Dillenbourg, Melanie Hilario, Patrick Mendelsohn
An experimental toolbox for advanced interactive learning environments. LUV (1993)