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2020 – today
- 2021
[c15]Alina Powala, Adam Woznica:
Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study. KES 2021: 3360-3369- [c14]Adam Woznica, Jan Krasnodebski:
Presentation of the expedia group RecTour Research Dataset. RecTour@RecSys 2021: 1-6
2010 – 2019
- 2012
- [c13]Adam Woznica, Phong Nguyen, Alexandros Kalousis:
Model mining for robust feature selection. KDD 2012: 913-921 - [c12]Jun Wang, Alexandros Kalousis, Adam Woznica:
Parametric Local Metric Learning for Nearest Neighbor Classification. NIPS 2012: 1610-1618 - [c11]Jun Wang, Adam Woznica, Alexandros Kalousis:
Learning Neighborhoods for Metric Learning. ECML/PKDD (1) 2012: 223-236 - [c10]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 - [i3]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) - [i2]Jun Wang, Adam Woznica, Alexandros Kalousis:
Learning Neighborhoods for Metric Learning. CoRR abs/1206.6883 (2012) - [i1]Jun Wang, Adam Woznica, Alexandros Kalousis:
Parametric Local Metric Learning for Nearest Neighbor Classification. CoRR abs/1209.3056 (2012) - 2011
- [c9]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
- [c8]Adam Woznica, Alexandros Kalousis:
Adaptive Distances on Sets of Vectors. ICDM 2010: 579-588 - [c7]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Adaptive Matching Based Kernels for Labelled Graphs. PAKDD (2) 2010: 374-385 - [c6]Adam Woznica, Alexandros Kalousis:
A New Framework for Dissimilarity and Similarity Learning. PAKDD (2) 2010: 386-397
2000 – 2009
- 2009
- [c5]Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario:
Margin and Radius Based Multiple Kernel Learning. ECML/PKDD (1) 2009: 330-343 - 2008
- [b1]Adam Woznica:
Distance and kernel based learning over composite representations. University of Geneva, Switzerland, 2008 - 2007
- [c4]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Learning to combine distances for complex representations. ICML 2007: 1031-1038 - 2006
- [c3]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Distances and (Indefinite) Kernels for Sets of Objects. ICDM 2006: 1151-1156 - [c2]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
- [c1]Adam Woznica, Alexandros Kalousis, Melanie Hilario:
Kernels over Relational Algebra Structures. PAKDD 2005: 588-598
Coauthor Index
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