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List of works by Melanie Hilario

An application of one-class support vector machine to nosocomial infection detection.

scientific article published in January 2004

Approaches to dimensionality reduction in proteomic biomarker studies

scientific article published on 29 February 2008

Data mining for mass-spectra based diagnosis and biomarker discovery

Feature Extraction from Mass Spectra for Classification of Pathological States

Feature Selection with the logRatio Kernel

Learning Relations and Information Extraction Rules for Protein Annotation

Learning from imbalanced data in surveillance of nosocomial infection

scientific article

Learning to extract relations for protein annotation

scientific article published in July 2007

Machine learning approaches to lung cancer prediction from mass spectra.

scientific article published in September 2003

Mining mass spectra for diagnosis and biomarker discovery of cerebral accidents

scientific article

On Data and Algorithms: Understanding Inductive Performance

scholarly article by Alexandros Kalousis et al published March 2004 in Machine Learning

Processing and classification of protein mass spectra

scientific article

SVM Modeling via a Hybrid Genetic Strategy. A Health Care Application.

scientific article published in January 2005

Stability of feature selection algorithms: a study on high-dimensional spaces

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

scholarly article by Julien Boccard et al published November 2010 in Chemometrics and Intelligent Laboratory Systems

The Data Mining OPtimization Ontology

article

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