Mélanie Hilario

Bohol Island State University — PH

Computer Science · Physical Sciences

21h-index2.4kcitations64works0.02yr avg
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Research Topics

Machine Learning and Data Classification(16), Neural Networks and Applications(10), Data Mining Algorithms and Applications(9), Face and Expression Recognition(7), Advanced Proteomics Techniques and Applications(7)

Publications64 total

OPeraTE.AI: Optimized Personnel and Inmate Tracking Efficiency Through Facial Recognition using Siamese Neural Network
2025
The Data Mining OPtimization Ontology
Journal of Web Semantics·2015· 97 citedOpen Access
The Data Mining OPtimization Ontology
SSRN Electronic Journal·2015Open Access
Using Meta-mining to Support Data Mining Workflow Planning and Optimization
Journal of Artificial Intelligence Research·2014· 32 citedOpen Access
Modeling issues & choices in the data mining optimization ontology
2013· 15 cited
Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining
2012· 6 cited
Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining
arXiv (Cornell University)·2012Open Access
Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in\n Meta-Mining
arXiv (Cornell University)·2012Open Access
Ontology-Based Meta-Mining of Knowledge Discovery Workflows
Studies in computational intelligence·2011· 64 cited
Standard machine learning algorithms applied to UPLC-TOF/MS metabolic fingerprinting for the discovery of wound biomarkers in Arabidopsis thaliana
Chemometrics and Intelligent Laboratory Systems·2010· 26 cited
Adaptive Matching Based Kernels for Labelled Graphs
Lecture notes in computer science·2010· 5 cited
QoS-Predictions Service
IGI Global eBooks·2010· 1 cited
Margin and Radius Based Multiple Kernel Learning
Lecture notes in computer science·2009· 50 citedOpen Access
Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs
Lecture notes in computer science·2009· 29 citedOpen Access
Meta-learning with kernels and similarity functions for planning of data mining workflows
Zurich Open Repository and Archive (University of Zurich)·2008· 11 citedOpen Access
Feature Selection with the logRatio Kernel
2008
Approaches to dimensionality reduction in proteomic biomarker studies
Briefings in Bioinformatics·2007· 153 cited
Learning to extract relations for protein annotation
Bioinformatics·2007· 14 citedOpen Access
Learning to combine distances for complex representations
2007· 23 cited
Learning Relations and Information Extraction Rules for Protein Annotation
2007
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Frequent Co-authors

Alexandros Kalousis(29), Julien Prados(7), Gilles Cohen(7), Adam Woźnica(7), Christian Pellegrini(6), Antoine Geissbühler(4), Hugo Sax(3), Stéphane Hugonnet(3), Alexandros Kalousis(3), Phong Nguyen(3), Huyen Do(3), Alex Mitchell(3), Jee-Hyub Kim(3), Teresa K. Attwood(3), Frédéric Alexandre(3), Markus Müller(2), C. Maria Keet(2), Agnieszka Ławrynowicz(2), Claudia d’Amato(2), Laure Allard(2)