Melanie Hilario

46 papers A* 5A 2B 9C 1Misc 2Journal 9Unranked 17
YearRankTypeTitle / Venue / Authors
2015 J jnl
The Data Mining OPtimization Ontology.
J. Web Semant.
C. Maria Keet, Agnieszka Lawrynowicz, Claudia d'Amato, Alexandros Kalousis, Phong Nguyen, Raúl Palma, Robert Stevens, Melanie Hilario
2014 J jnl
Using Meta-mining to Support Data Mining Workflow Planning and Optimization.
J. Artif. Intell. Res.
P. Nguyen, Melanie Hilario, Alexandros Kalousis
2013 — conf
Modeling Issues, Choices in the Data Mining OPtimization Ontology.
OWLED
C. Maria Keet, Agnieszka Lawrynowicz, Claudia d'Amato, Melanie Hilario
2012 J jnl
Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining
CoRR
Phong Nguyen, Jun Wang, Melanie Hilario, Alexandros Kalousis
2012 A* conf
Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining.
ICDM
Phong Nguyen, Jun Wang, Melanie Hilario, Alexandros Kalousis
2011 — ch.
Ontology-Based Meta-Mining of Knowledge Discovery Workflows.
Meta-Learning in Computational Intelligence
Melanie Hilario, Phong Nguyen, Huyen Do, Adam Woznica, Alexandros Kalousis
2010 — conf
Adaptive Matching Based Kernels for Labelled Graphs.
PAKDD (2)
Adam Woznica, Alexandros Kalousis, Melanie Hilario
2009 — conf
Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs.
ECML/PKDD (1)
Huyen Do, Alexandros Kalousis, Melanie Hilario
2009 — conf
Margin and Radius Based Multiple Kernel Learning.
ECML/PKDD (1)
Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario
2008 J jnl
Approaches to dimensionality reduction in proteomic biomarker studies.
Briefings Bioinform.
Melanie Hilario, Alexandros Kalousis
2008 A conf
Feature Selection with the logRatio Kernel.
SDM
Julien Prados, Alexandros Kalousis, Melanie Hilario
2007 — conf
Learning Relations and Information Extraction Rules for Protein Annotation.
AINA Workshops (1)
Jee-Hyub Kim, Melanie Hilario
2007 A* conf
Learning to combine distances for complex representations.
ICML
Adam Woznica, Alexandros Kalousis, Melanie Hilario
2007 — conf
Learning to extract relations for protein annotation.
ISMB/ECCB (Supplement of Bioinformatics)
Jee-Hyub Kim, Alex L. Mitchell, Teresa K. Attwood, Melanie Hilario
2007 J jnl
Stability of feature selection algorithms: a study on high-dimensional spaces.
Knowl. Inf. Syst.
Alexandros Kalousis, Julien Prados, Melanie Hilario
2006 A* conf
Distances and (Indefinite) Kernels for Sets of Objects.
ICDM
Adam Woznica, Alexandros Kalousis, Melanie Hilario
2006 B conf
Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints.
PAKDD
Adam Woznica, Alexandros Kalousis, Melanie Hilario
2006 J jnl
Learning from imbalanced data in surveillance of nosocomial infection.
Artif. Intell. Medicine
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Antoine Geissbühler
2006 B conf
On Preprocessing of SELDI-MS Data and its Evaluation.
CBMS
Julien Prados, Alexandros Kalousis, Melanie Hilario
2005 — conf
Feature Extraction from Mass Spectra for Classification of Pathological States.
PKDD
Alexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario
2005 B conf
Kernels over Relational Algebra Structures.
PAKDD
Adam Woznica, Alexandros Kalousis, Melanie Hilario
2005 C conf
Learning Information Extraction Rules for Protein Annotation from Unannotated Corpora.
CICLing
Jee-Hyub Kim, Melanie Hilario
2005 J jnl
METIS: multiple extraction techniques for informative sentences.
Bioinform.
Alex L. Mitchell, Anna Divoli, Jee-Hyub Kim, Melanie Hilario, I. Selimas, Teresa K. Attwood
2005 Misc conf
Model Selection for Support Vector Classifiers via Direct Simplex Search.
FLAIRS
Gilles Cohen, Patrick Ruch, Melanie Hilario
2005 — conf
SVM Modeling via a Hybrid Genetic Strategy. A Health Care Application.
MIE
Gilles Cohen, Melanie Hilario, Christian Pellegrini, Antoine Geissbühler
2005 A* conf
Stability of Feature Selection Algorithms.
ICDM
Alexandros Kalousis, Julien Prados, Melanie Hilario
2004 — conf
An Application of One-class Support Vector Machines to Nosocomial Infection Detection.
MedInfo
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Christian Pellegrini, Antoine Geissbühler
2004 — conf
Classifying Protein Fingerprints.
PKDD
Melanie Hilario, Alex L. Mitchell, Jee-Hyub Kim, Paul Bradley, Terri K. Attwood
2004 B conf
Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry.
ICTAI
Alexandros Kalousis, Julien Prados, Jean-Charles Sanchez, Laure Allard, Melanie Hilario
2004 — conf
Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support.
ISBMDA
Gilles Cohen, Melanie Hilario, Antoine Geissbühler
2004 J jnl
On Data and Algorithms: Understanding Inductive Performance.
Mach. Learn.
Alexandros Kalousis, João Gama, Melanie Hilario
2004 — conf
One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance.
SSPR/SPR
Gilles Cohen, Melanie Hilario, Christian Pellegrini
2003 — conf
Data Imbalance in Surveillance of Nosocomial Infections.
ISMDA
Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet
2003 A* conf
Representational Issues in Meta-Learning.
ICML
Alexandros Kalousis, Melanie Hilario
2002 B conf
Model Complexity and Algorithm Selection in Classification.
Discovery Science
Melanie Hilario
2001 B conf
Feature Selection for Meta-learning.
PAKDD
Alexandros Kalousis, Melanie Hilario
2001 — conf
Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection.
PKDD
Melanie Hilario, Alexandros Kalousis
2001 J jnl
Model Selection via Meta-Learning: A Comparative Study.
Int. J. Artif. Intell. Tools
Alexandros Kalousis, Melanie Hilario
2000 B conf
Model selection via meta-learning: a comparative study.
ICTAI
Alexandros Kalousis, Melanie Hilario
2000 — conf
Quantifying the Resilience of Inductive Classification Algorithms.
PKDD
Melanie Hilario, Alexandros Kalousis
1997 B conf
A Metalevel Architecture for Knowledge-Based Neural Network Design.
ICTAI
Melanie Hilario, Ahmed Rida, Christian Pellegrini
1997 A conf
An Architecture for Musical Score Recognition using High-Level Domain Knowledge.
ICDAR
Marc Vuilleumier Stückelberg, Christian Pellegrini, Melanie Hilario
1997 Misc conf
The Use of Prior Knowledge in Neural Network Configuration and Training.
IWANN
Melanie Hilario, Ahmed Rida
1995 — conf
Neurosymbolic Integration: Cognitive Grounds and Computational Strategies.
WOCFAI
Yannick Lallement, Melanie Hilario, Frédéric Alexandre
1995 B conf
Neurosymbolic integration: unified versus hybrid approaches.
ESANN
Melanie Hilario, Yannick Lallement, Frédéric Alexandre
1993 — conf
An experimental toolbox for advanced interactive learning environments.
LUV
Daniel K. Schneider, Boris Borcic, Pierre Dillenbourg, Melanie Hilario, Patrick Mendelsohn