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Adam Woznica Alina Powala Adam Woznica Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study. 3360-3369 2021 KES https://doi.org/10.1016/j.procs.2021.09.109 conf/kes/2021 db/conf/kes/kes2021.html#PowalaW21 Adam Woznica Jan Krasnodebski Presentation of the expedia group RecTour Research Dataset. 1-6 2021 RecTour@RecSys https://ceur-ws.org/Vol-2974/invited1.pdf conf/rectour/2021 db/conf/rectour/rectour2021.html#WoznicaK21 Adam Woznica Phong Nguyen 0002 Alexandros Kalousis Model mining for robust feature selection. 913-921 2012 KDD https://doi.org/10.1145/2339530.2339674 conf/kdd/2012 db/conf/kdd/kdd2012.html#WoznicaNK12 Jun Wang 0017 Alexandros Kalousis Adam Woznica Parametric Local Metric Learning for Nearest Neighbor Classification. 1610-1618 2012 NIPS https://proceedings.neurips.cc/paper/2012/hash/470e7a4f017a5476afb7eeb3f8b96f9b-Abstract.html http://papers.nips.cc/paper/4818-parametric-local-metric-learning-for-nearest-neighbor-classification conf/nips/2012 db/conf/nips/nips2012.html#WangKW12 Jun Wang 0017 Adam Woznica Alexandros Kalousis Learning Neighborhoods for Metric Learning. 223-236 2012 ECML/PKDD (1) https://doi.org/10.1007/978-3-642-33460-3_20 conf/pkdd/2012-1 db/conf/pkdd/pkdd2012-1.html#WangWK12 Huyen Do Alexandros Kalousis Jun Wang 0017 Adam Woznica A metric learning perspective of SVM: on the relation of LMNN and SVM. 308-317 AISTATS 2012 conf/aistats/2012 http://proceedings.mlr.press/v22/do12.html db/journals/jmlr/jmlrp22.html#DoKWW12
Huyen Do Alexandros Kalousis Jun Wang 0017 Adam Woznica A metric learning perspective of SVM: on the relation of SVM and LMNN http://arxiv.org/abs/1201.4714 2012 CoRR abs/1201.4714 db/journals/corr/corr1201.html#abs-1201-4714
Jun Wang 0017 Adam Woznica Alexandros Kalousis Learning Neighborhoods for Metric Learning. 2012 abs/1206.6883 CoRR http://arxiv.org/abs/1206.6883 db/journals/corr/corr1206.html#0017WK12
Jun Wang 0017 Adam Woznica Alexandros Kalousis Parametric Local Metric Learning for Nearest Neighbor Classification http://arxiv.org/abs/1209.3056 2012 CoRR abs/1209.3056 db/journals/corr/corr1209.html#abs-1209-3056
Jun Wang 0017 Huyen Do Adam Woznica Alexandros Kalousis Metric Learning with Multiple Kernels. 1170-1178 2011 NIPS https://proceedings.neurips.cc/paper/2011/hash/24681928425f5a9133504de568f5f6df-Abstract.html http://papers.nips.cc/paper/4399-metric-learning-with-multiple-kernels conf/nips/2011 db/conf/nips/nips2011.html#WangDWK11 Melanie Hilario Phong Nguyen 0002 Huyen Do Adam Woznica Alexandros Kalousis Ontology-Based Meta-Mining of Knowledge Discovery Workflows. 273-315 2011 Meta-Learning in Computational Intelligence https://doi.org/10.1007/978-3-642-20980-2_9 series/sci/2011-358 db/series/sci/sci358.html#HilarioNDWK11 Adam Woznica Alexandros Kalousis Adaptive Distances on Sets of Vectors. 579-588 2010 ICDM https://doi.org/10.1109/ICDM.2010.45 https://doi.ieeecomputersociety.org/10.1109/ICDM.2010.45 conf/icdm/2010 db/conf/icdm/icdm2010.html#WoznicaK10 Adam Woznica Alexandros Kalousis Melanie Hilario Adaptive Matching Based Kernels for Labelled Graphs. 374-385 2010 PAKDD (2) https://doi.org/10.1007/978-3-642-13672-6_37 conf/pakdd/2010-2 db/conf/pakdd/pakdd2010-2.html#WoznicaKH10 Adam Woznica Alexandros Kalousis A New Framework for Dissimilarity and Similarity Learning. 386-397 2010 PAKDD (2) https://doi.org/10.1007/978-3-642-13672-6_38 conf/pakdd/2010-2 db/conf/pakdd/pakdd2010-2.html#WoznicaK10 Huyen Do Alexandros Kalousis Adam Woznica Melanie Hilario Margin and Radius Based Multiple Kernel Learning. 330-343 2009 ECML/PKDD (1) https://doi.org/10.1007/978-3-642-04180-8_39 conf/pkdd/2009-1 db/conf/pkdd/pkdd2009-1.html#DoKWH09 Adam Woznica Distance and kernel based learning over composite representations. 2008 University of Geneva, Switzerland https://archive-ouverte.unige.ch/unige:5483 https://doi.org/10.13097/archive-ouverte/unige:5483 https://www.base-search.net/Record/bad2701092f3db91d5303643352e1a6ee45fbdd3a2c2a0167a45507424aa4959 base-search.net (ftunivgeneve:oai:unige.ch:unige:5483) https://www.base-search.net/Record/0bcff473f58b94a36ae5426a25874089eda1c487790c5c62f08a9aba430b908f base-search.net (ftunivgeneve:oai:unige.ch:aou:unige:5483) Adam Woznica Alexandros Kalousis Melanie Hilario Learning to combine distances for complex representations. 1031-1038 2007 conf/icml/2007 ICML https://doi.org/10.1145/1273496.1273626 db/conf/icml/icml2007.html#WoznicaKH07 Adam Woznica Alexandros Kalousis Melanie Hilario Distances and (Indefinite) Kernels for Sets of Objects. 1151-1156 2006 conf/icdm/2006 ICDM https://doi.org/10.1109/ICDM.2006.60 https://doi.ieeecomputersociety.org/10.1109/ICDM.2006.60 db/conf/icdm/icdm2006.html#WoznicaKH06 Adam Woznica Alexandros Kalousis Melanie Hilario Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. 546-551 2006 conf/pakdd/2006 PAKDD https://doi.org/10.1007/11731139_64 db/conf/pakdd/pakdd2006.html#WoznicaKH06 Adam Woznica Alexandros Kalousis Melanie Hilario Kernels over Relational Algebra Structures. 588-598 2005 conf/pakdd/2005 PAKDD https://doi.org/10.1007/11430919_68 db/conf/pakdd/pakdd2005.html#WoznicaKH05 Huyen Do Melanie Hilario Alexandros Kalousis Jan Krasnodebski Phong Nguyen 0002 Alina Powala Jun Wang 0017