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Alexandros Kalousis

Observed names: A. Kalousis, Alexandros, Kalousis, KALOUSIS ALEXANDROS, Kalousis Alexandros, Kalousis, A, Kalousis, Alexandros, Kalousis, Alexandros (dir.)
Observed institutions: University of Geneva, HES-SO University of Applied Sciences and Arts Western Switzerland, National and Kapodistrian University of Athens, École Normale Supérieure - PSL, Technical University of Applied Sciences Würzburg-Schweinfurt, HES-SO Genève, Battelle, University of Genoa
ORCID: 0000-0001-6282-0686
Observed ORCIDs: 0000-0001-6282-0686, 0000-0001-9734-195X
OpenAlex ID: A5084831490
Stability of feature selection algorithms: a study on high-dimensional spaces
2006 · Alexandros Kalousis, Julien Prados, et al. · Knowledge and Information Systems · 636
Processing and classification of protein mass spectra
2006 · Melanie Hilario, Alexandros Kalousis, et al. · Mass Spectrometry Reviews · 177
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Approaches to dimensionality reduction in proteomic biomarker studies
2007 · M. Hilario, A. Kalousis · Briefings in Bioinformatics · 153
Lifelong generative modeling
2020 · Jason Ramapuram, Magda Gregorova, et al. · Neurocomputing · 131
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Addressing the Challenge of Defining Valid Proteomic Biomarkers and Classifiers
2010 · Mohammed Dakna, Keith Harris, et al. · BMC Bioinformatics · 123
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Stability of Feature Selection Algorithms
2006 · A. Kalousis, J. Prados, et al. · Proceedings · 121
Estimating the Predictive Accuracy of a Classifier
2001 · Hilan Bensusan, Alexandros Kalousis · Lecture notes in computer science · 103
The Data Mining OPtimization Ontology
2015 · C. Maria Keet, Agnieszka Ławrynowicz, et al. · Journal of Web Semantics · 102
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NOEMON: Design, implementation and performance results of an intelligent assistant for classifier selection
1999 · Alexandros Kalousis, Theoharis Theoharis · Intelligent Data Analysis · 94
Parametric Local Metric Learning for Nearest Neighbor Classification
2012 · Wang, Jun, Woznica, Adam, et al. · arXiv (Cornell University) · 92
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On Data and Algorithms: Understanding Inductive Performance
2004 · Alexandros Kalousis, João Gama, et al. · Machine Learning · 91
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Algorithm selection via meta-learning
2002 · Kalousis, Alexandros · Archive ouverte UNIGE (University of Geneva) · 90
DeepAlignment: Unsupervised Ontology Matching with Refined Word Vectors
2018 · Prodromos Kolyvakis, Alexandros Kalousis, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 86
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Predicting the location of mobile users
2009 · Theodoros Anagnostopoulos, Christos Anagnostopoulos, et al. · International Conference on Pervasive Services · 73
Mining mass spectra for diagnosis and biomarker discovery of cerebral accidents
2004 · Julien Prados, Alexandros Kalousis, et al. · PROTEOMICS · 72
Model selection via meta-learning: a comparative study
2002 · A. Kalousis, M. Hilario · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 72
Metric Learning with Multiple Kernels
2011 · Jun Wang, Thi Thanh Huyen, et al. · RERO DOC (Universität Bern) · 69
Machine learning approaches to lung cancer prediction from mass spectra
2003 · Melanie Hilario, Alexandros Kalousis, et al. · PROTEOMICS · 64
Ontology-Based Meta-Mining of Knowledge Discovery Workflows
2011 · Melanie Hilario, Phong Nguyen, et al. · Studies in computational intelligence · 62
Feature Selection for Meta-learning
2001 · Alexandros Kalousis, Melanie Hilario · Lecture notes in computer science · 61
Model Selection Via Meta-learning: a Comparative Study
2001 · KALOUSIS ALEXANDROS, HILARIO MELANIE · International Journal of Artificial Intelligence Tools · 57
Biomedical ontology alignment: an approach based on representation learning
2018 · Prodromos Kolyvakis, Alexandros Kalousis, et al. · Journal of Biomedical Semantics · 54
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Continual Classification Learning Using Generative Models
2018 · Lavda, Frantzeska, Ramapuram, Jason, et al. · arXiv (Cornell University) · 52
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A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN
2019 · Grigorios G. Anagnostopoulos, Alexandros Kalousis · Workshop on Positioning, Navigation and Communications (WPNC) · 49
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Margin and Radius Based Multiple Kernel Learning
2009 · Huyen Do, Alexandros Kalousis, et al. · Lecture notes in computer science · 49
Works count: 154
Citation count: 3,636
H-index: 31
I10-index: 56
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