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Journal Publications
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The Pyramid Quantized Weisfeiler-Lehman Graph Representation.
Gkirtzou K., and Blaschko M.
Neurocomputing, 2015
[doi - To appear] [code] -
Predictive sparse modeling of fMRI data for improved
classication, regression, and visualization using
the k-support norm.
Belilovsky E., Gkirtzou K. Misyrlis M., Konova A.B., Honorio J., Alia-Klein N., Goldstein R., Samaras D., and Blaschko M.
Computerized Medical Imaging and Graphics, 2015
[pdf] [bibtex] [doi] [code] -
MatureBayes: a probabilistic algorithm for
identifying the mature miRNA within novel
precursors.
Gkirtzou K., Tsamardinos I., Tsakalides P. and Poirazi P.
PLoS One, 2010
[pdf] [bibtex] [code] -
Prediction of novel microRNA genes in
cancer-associated genomic regions--a combined
computational and experimental approach.
Oulas A., Boutla A., Gkirtzou K., Reczko M., Kalantidis K. and Poirazi P. Nucleic Acids Research (NAR), 2009
[pdf] [bibtex]
Conference Proceedings
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RDF Keyword Search based on Keywords-To-SPARQL
Translation
Gkirtzou K., Papastefanatos G. and Dalamagas T.
Proceedings of the First International Workshop on Novel Web Search Interfaces and Systems (NWSearch), 2015 [bibtex] [doi] [code] -
Keywords-To-SPARQL translation for RDF data search and
exploration.
Gkirtzou K., Karozos K., Vassalos V. and Dalamagas T.
19th International Conference on Theory and Practice of Digital Libraries (TPDL), 2015
[bibtex] [doi] [code] -
RDF Resource Search and Exploration with LinkZoo.
Meimaris M., Alexiou G., Gkirtzou K., Papastefanatos G. and Dalamagas T.
4th International Conference on Data Management Technologies and Applications (DATA), 2015
[bibtex] [doi] [code] -
Publishing Diachronic Life Science Linked Data.
Gkirtzou K. Vergoulis T., Hatzigeorgiou A., Sellis T., and Dalamagas T.
6th International Workshop on Semantic Web Applications and Tools for Life Sciences (SWAT4LS), 2014
[pdf] [bibtex] -
fMRI Analysis with Sparse Weisfeiler-Lehman
Graph Statistics.
Gkirtzou K., Honorio J. Samaras D., Goldstein R. and Blaschko M.
4th International Workshop on Machine Learning in Medical Imaging (MLMI), 2013.
[pdf] [bibtex] [doi] [code] -
Sparse classification with MRI based markers
for neuromuscular disease categorization.
Gkirtzou K., Deux JF, Bassez G., Sotiras A., Rahmouni A., Varacca T.,Paragios N. and Blaschko M.
4th International Workshop on Machine Learning in Medical Imaging (MLMI), 2013.
[pdf] [Supplementary Material] [bibtex] [doi] [code] -
fMRI Analysis of Cocaine Addiction Using
k-support Sparsity.
Gkirtzou K., Honorio J., Samaras D., Goldstein R. and Blaschko M.
International Symposium on Biomedical Imaging (ISBI), 2013.
[pdf] [bibtex] [doi] [code] -
Mature miRNA Identification via the Use of a
Naive Bayes Classifier.
Gkirtzou K., Tsakalides P. and Poirazi P.
8th IEEE International Conference on BioInformatics and BioEngineering (BIBE), 2008
[pdf] [bibtex] [presentation] [code] -
Visualization of Proofs in Defeasible Logic
Avguleas I., Gkirtzou K.,
Triantafilou S., Bikakis A., Antoniou
G.,Kontopoulos E. and
Bassiliades N.
Rule Representation, Interchange and Reasoning
on the Web (RuleML), 2008
[pdf] [bibtex]
Theses
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Sparsity regularization and graph-based
representation in medical imaging
Gkirtzou Katerina
PhD Thesis, Ecole Centrale de Paris, 2013.
[pdf] [bibtex] [presentation] -
Mature miRNA identification via the use of a
Naive Bayes Classifier
Gkirtzou Katerina
Master of Science, University of Crete, 2009
[pdf] [bibtex] [presentation]