Search results for "Alexandros Kalousis"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica	A metric learning perspective of SVM: on the relation of LMNN and SVM.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica	A metric learning perspective of SVM: on the relation of SVM and LMNN	CoRR	2012	DBLP BibTeX RDF
1	Melanie Hilario, Phong Nguyen, Huyen Do, Adam Woznica, Alexandros Kalousis	Ontology-Based Meta-Mining of Knowledge Discovery Workflows.	Meta-Learning in Computational Intelligence	2011	DBLP DOI BibTeX RDF
1	Jun Wang, Huyen Do, Adam Woznica, Alexandros Kalousis	Metric Learning with Multiple Kernels.	NIPS	2011	DBLP BibTeX RDF
1	Mohammed Dakna, Keith Harris, Alexandros Kalousis, Sebastien Carpentier, Walter Kolch, Joost P. Schanstra, Marion Haubitz, Antonia Vlahou, Harald Mischak, Mark Girolami	Addressing the Challenge of Defining Valid Proteomic Biomarkers and Classifiers.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Adam Woznica, Alexandros Kalousis	Adaptive Distances on Sets of Vectors.	ICDM	2010	DBLP DOI BibTeX RDF
1	Adam Woznica, Alexandros Kalousis	A New Framework for Dissimilarity and Similarity Learning.	PAKDD	2010	DBLP DOI BibTeX RDF
1	Adam Woznica, Alexandros Kalousis, Melanie Hilario	Adaptive Matching Based Kernels for Labelled Graphs.	PAKDD	2010	DBLP DOI BibTeX RDF
1	Huyen Do, Alexandros Kalousis, Melanie Hilario	Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	Support Vector Machine, convex optimization, Feature Weighting
1	Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario	Margin and Radius Based Multiple Kernel Learning.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	Learning Kernel Combination, Support Vector Machines, convex optimization
1	Melanie Hilario, Alexandros Kalousis	Approaches to dimensionality reduction in proteomic biomarker studies.	Briefings in Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Irene Ntoutsi, Alexandros Kalousis, Yannis Theodoridis	A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees.	SDM	2008	DBLP BibTeX RDF
1	Julien Prados, Alexandros Kalousis, Melanie Hilario	Feature Selection with the logRatio Kernel.	SDM	2008	DBLP BibTeX RDF
1	Alexandros Kalousis, Julien Prados, Melanie Hilario	Stability of feature selection algorithms: a study on high-dimensional spaces.	Knowl. Inf. Syst.	2007	DBLP DOI BibTeX RDF	Feature stability, Feature selection, High dimensionality
1	Adam Woznica, Alexandros Kalousis, Melanie Hilario	Learning to combine distances for complex representations.	ICML	2007	DBLP DOI BibTeX RDF
1	Adam Woznica, Alexandros Kalousis, Melanie Hilario	Distances and (Indefinite) Kernels for Sets of Objects.	ICDM	2006	DBLP DOI BibTeX RDF
1	Adam Woznica, Alexandros Kalousis, Melanie Hilario	Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints.	PAKDD	2006	DBLP DOI BibTeX RDF
1	Julien Prados, Alexandros Kalousis, Melanie Hilario	On Preprocessing of SELDI-MS Data and its Evaluation.	CBMS	2006	DBLP DOI BibTeX RDF
1	Alexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario	Feature Extraction from Mass Spectra for Classification of Pathological States.	PKDD	2005	DBLP DOI BibTeX RDF
1	Alexandros Kalousis, Julien Prados, Melanie Hilario	Stability of Feature Selection Algorithms.	ICDM	2005	DBLP DOI BibTeX RDF
1	Adam Woznica, Alexandros Kalousis, Melanie Hilario	Kernels over Relational Algebra Structures.	PAKDD	2005	DBLP DOI BibTeX RDF
1	Alexandros Kalousis, Joao Gama, Melanie Hilario	On Data and Algorithms: Understanding Inductive Performance.	Machine Learning	2004	DBLP DOI BibTeX RDF	error correlation, classifier ranking, clustering datasets, clustering classifiers, classification, meta-learning
1	Alexandros Kalousis, Julien Prados, Jean-Charles Sanchez, Laure Allard, Melanie Hilario	Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry.	ICTAI	2004	DBLP DOI BibTeX RDF
1	Alexandros Kalousis, Melanie Hilario	Representational Issues in Meta-Learning.	ICML	2003	DBLP BibTeX RDF
1	Alexandros Kalousis, Melanie Hilario	Model Selection via Meta-Learning: A Comparative Study.	International Journal on Artificial Intelligence Tools	2001	DBLP BibTeX RDF
1	Melanie Hilario, Alexandros Kalousis	Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection.	PKDD	2001	DBLP DOI BibTeX RDF
1	Alexandros Kalousis, Melanie Hilario	Feature Selection for Meta-learning.	PAKDD	2001	DBLP DOI BibTeX RDF
1	Hilan Bensusan, Alexandros Kalousis	Estimating the Predictive Accuracy of a Classifier.	ECML	2001	DBLP DOI BibTeX RDF
1	Melanie Hilario, Alexandros Kalousis	Quantifying the Resilience of Inductive Classification Algorithms.	PKDD	2000	DBLP DOI BibTeX RDF
1	Alexandros Kalousis, Melanie Hilario	Model selection via meta-learning: a comparative study.	ICTAI	2000	DBLP DOI BibTeX RDF	NOEMON, dataset characteristics, base-level inducers, instance based learners, boosted decision trees, learning (artificial intelligence), decision trees, decision trees, meta-models, model selection, meta-learning, instance based learning
1	Alexandros Kalousis, Theoharis Theoharis	NOEMON: Design, implementation and performance results of an intelligent assistant for classifier selection.	Intell. Data Anal.	1999	DBLP DOI BibTeX RDF
1	Michalis Vazirgiannis, Alexandros Kalousis, Michael Hatzopoulos	KNOWEL: A Hypermedia Knowledge Editor.	DEXA Workshops	1995	DBLP BibTeX RDF

Publications of "Alexandros Kalousis" ( http://dblp.L3S.de/Authors/Alexandros_Kalousis )