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ORCIDAlexandros Kalousis
- > Home > Persons > Alexandros Kalousis
Publications
- 2012
[c29]Adam Woznica, Phong Nguyen, Alexandros Kalousis:
Model mining for robust feature selection. KDD 2012: 913-921- [c28]Jun Wang, Alexandros Kalousis, Adam Woznica:
Parametric Local Metric Learning for Nearest Neighbor Classification. NIPS 2012: 1610-1618 - [c27]Jun Wang, Adam Woznica, Alexandros Kalousis:
Learning Neighborhoods for Metric Learning. ECML/PKDD (1) 2012: 223-236 - [c26]Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica:
A metric learning perspective of SVM: on the relation of LMNN and SVM. AISTATS 2012: 308-317 - [i6]Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica:
A metric learning perspective of SVM: on the relation of SVM and LMNN. CoRR abs/1201.4714 (2012) - [i5]Jun Wang, Adam Woznica, Alexandros Kalousis:
Learning Neighborhoods for Metric Learning. CoRR abs/1206.6883 (2012) - [i3]Jun Wang, Adam Woznica, Alexandros Kalousis:
Parametric Local Metric Learning for Nearest Neighbor Classification. CoRR abs/1209.3056 (2012) - 2011
- [c25]Jun Wang, Huyen Do, Adam Woznica, Alexandros Kalousis:
Metric Learning with Multiple Kernels. NIPS 2011: 1170-1178 - [p1]Melanie Hilario, Phong Nguyen, Huyen Do, Adam Woznica, Alexandros Kalousis:
Ontology-Based Meta-Mining of Knowledge Discovery Workflows. Meta-Learning in Computational Intelligence 2011: 273-315 - 2010
- [c24]Adam Woznica, Alexandros Kalousis:
Adaptive Distances on Sets of Vectors. ICDM 2010: 579-588 - [c23]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Adaptive Matching Based Kernels for Labelled Graphs. PAKDD (2) 2010: 374-385 - [c22]Adam Woznica, Alexandros Kalousis:
A New Framework for Dissimilarity and Similarity Learning. PAKDD (2) 2010: 386-397 - 2009
- [c19]Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario:
Margin and Radius Based Multiple Kernel Learning. ECML/PKDD (1) 2009: 330-343 - 2007
- [c16]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Learning to combine distances for complex representations. ICML 2007: 1031-1038 - 2006
- [c13]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Distances and (Indefinite) Kernels for Sets of Objects. ICDM 2006: 1151-1156 - [c12]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. PAKDD 2006: 546-551 - 2005
- [c10]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Kernels over Relational Algebra Structures. PAKDD 2005: 588-598
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