M. Hilario

Melanie Hilario, Alexandros Kalousis, M. Hilario, 2000, Proceedings 12th IEEE Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000.

Approaches to dimensionality reduction in proteomic biomarker studies

Melanie Hilario, Alexandros Kalousis, M. Hilario, 2007, Briefings Bioinform..

Standard machine learning algorithms applied to UPLC-TOF/MS metabolic fingerprinting for the discovery of wound biomarkers in Arabidopsis thaliana

Melanie Hilario, Alexandros Kalousis, Julien Boccard, 2010 .

An Overview of Strategies for Neurosymbolic Integration

Melanie Hilario, M. Hilario, 1995 .

Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining

Melanie Hilario, Jun Wang, Alexandros Kalousis, 2012, 2012 IEEE 12th International Conference on Data Mining.

Knowledge and Information Systems

Melanie Hilario, Alexandros Kalousis, Julien Prados, 2007 .

A metalevel architecture for knowledge-based neural network design

Melanie Hilario, Christian Pellegrini, Ahmed Rida, 1997, Proceedings Ninth IEEE International Conference on Tools with Artificial Intelligence.

The Use of Prior Knowledge in Neural Network Configuration and Training

Melanie Hilario, Ahmed Rida, M. Hilario, 1997, IWANN.

On Data and Algorithms: Understanding Inductive Performance

João Gama, Melanie Hilario, Alexandros Kalousis, 2004, Machine Learning.

Ontology-Based Meta-Mining of Knowledge Discovery Workflows

Melanie Hilario, Alexandros Kalousis, Adam Woznica, 2011, Meta-Learning in Computational Intelligence.

Feature Selection for Meta-learning

Melanie Hilario, Alexandros Kalousis, M. Hilario, 2001, PAKDD.

METIS: multiple extraction techniques for informative sentences

Terri K. Attwood, Melanie Hilario, Jee-Hyub Kim, 2005, Bioinform..

Data and Text Mining METIS: multiple extraction techniques for informative sentences

M. Hilario, A. Divoli, T. Attwood, 2005 .

Neurosymbolic integration: unified versus hybrid approaches

Frédéric Alexandre, Melanie Hilario, Yannick Lallement, 1995, ESANN.

Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support

Antoine Geissbühler, Gilles Cohen, Melanie Hilario, 2004, ISBMDA.

Learning from imbalanced data in surveillance of nosocomial infection

Antoine Geissbühler, Gilles Cohen, Melanie Hilario, 2006, Artif. Intell. Medicine.

Data mining for mass-spectra based diagnosis and biomarker discovery

Melanie Hilario, Alexandros Kalousis, Julien Prados, 2004, Drug Discovery Today: BIOSILICO.

Stability of feature selection algorithms

Melanie Hilario, Alexandros Kalousis, Julien Prados, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

Learning to combine distances for complex representations

Melanie Hilario, Alexandros Kalousis, Adam Woznica, 2007, ICML '07.

Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection

Melanie Hilario, Alexandros Kalousis, M. Hilario, 2001, PKDD.

Learning to extract relations for protein annotation

Terri K. Attwood, Melanie Hilario, Jee-Hyub Kim, 2007, ISMB/ECCB.

Learning Relations and Information Extraction Rules for Protein Annotation

Melanie Hilario, Jee-Hyub Kim, M. Hilario, 2007, 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07).

Learning Information Extraction Rules for Protein Annotation from Unannotated Corpora

Melanie Hilario, Jee-Hyub Kim, M. Hilario, 2005, CICLing.

Quantifying the Resilience of Inductive Classification Algorithms

Melanie Hilario, Alexandros Kalousis, M. Hilario, 2000, PKDD.

Building algorithm profiles for prior model selection in knowledge discovery systems

M. Hilario, A. Kalousis, M. Hilario, 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

Using Meta-mining to Support Data Mining Workflow Planning and Optimization

Melanie Hilario, Alexandros Kalousis, P. Nguyen, 2014, J. Artif. Intell. Res..

The Data Mining OPtimization Ontology

C. Maria Keet, Claudia d'Amato, Melanie Hilario, 2015, J. Web Semant..

Model selection via meta-learning: a comparative study

Melanie Hilario, Alexandros Kalousis, M. Hilario, 2000, Proceedings 12th IEEE Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000.

Adaptive Matching Based Kernels for Labelled Graphs

Melanie Hilario, Alexandros Kalousis, Adam Woznica, 2010, PAKDD.

Machine learning approaches to lung cancer prediction from mass spectra

Melanie Hilario, Christian Pellegrini, Alexandros Kalousis, 2003, Proteomics.

Margin and Radius Based Multiple Kernel Learning

Melanie Hilario, Alexandros Kalousis, Adam Woznica, 2009, ECML/PKDD.

Supervised knowledge discovery from incomplete data

Melanie Hilario, Alexandros Kalousis, M. Hilario, 2000 .

Modeling Issues, Choices in the Data Mining OPtimization Ontology

C. Maria Keet, Claudia d'Amato, Melanie Hilario, 2013, OWLED.

Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs

Melanie Hilario, Alexandros Kalousis, Huyen Do, 2009, ECML/PKDD.