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Provider: Schloss Dagstuhl - Leibniz Center for Informatics Database: dblp computer science bibliography Content:text/plain; charset="utf-8" TY - CPAPER ID - DBLP:conf/kes/PowalaW21 AU - Powala, Alina AU - Woznica, Adam TI - Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study. BT - Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, Virtual Event / Szczecin, Poland, 8-10 September 2021. SP - 3360 EP - 3369 PY - 2021// DO - 10.1016/J.PROCS.2021.09.109 UR - https://doi.org/10.1016/j.procs.2021.09.109 ER - TY - CPAPER ID - DBLP:conf/rectour/WoznicaK21 AU - Woznica, Adam AU - Krasnodebski, Jan TI - Presentation of the expedia group RecTour Research Dataset. BT - Proceedings of the Workshop on Recommenders in Tourism co-located with the 15th ACM Conference on Recommender Systems (RecSys 2021), Online, September 26, 2021. SP - 1 EP - 6 PY - 2021// UR - https://ceur-ws.org/Vol-2974/invited1.pdf ER - TY - CPAPER ID - DBLP:conf/kdd/WoznicaNK12 AU - Woznica, Adam AU - Nguyen, Phong AU - Kalousis, Alexandros TI - Model mining for robust feature selection. BT - The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012 SP - 913 EP - 921 PY - 2012// DO - 10.1145/2339530.2339674 UR - https://doi.org/10.1145/2339530.2339674 ER - TY - CPAPER ID - DBLP:conf/nips/WangKW12 AU - Wang, Jun AU - Kalousis, Alexandros AU - Woznica, Adam TI - Parametric Local Metric Learning for Nearest Neighbor Classification. BT - Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States. SP - 1610 EP - 1618 PY - 2012// UR - https://proceedings.neurips.cc/paper/2012/hash/470e7a4f017a5476afb7eeb3f8b96f9b-Abstract.html UR - http://papers.nips.cc/paper/4818-parametric-local-metric-learning-for-nearest-neighbor-classification ER - TY - CPAPER ID - DBLP:conf/pkdd/WangWK12 AU - Wang, Jun AU - Woznica, Adam AU - Kalousis, Alexandros TI - Learning Neighborhoods for Metric Learning. BT - Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I SP - 223 EP - 236 PY - 2012// DO - 10.1007/978-3-642-33460-3_20 UR - https://doi.org/10.1007/978-3-642-33460-3_20 ER - TY - CPAPER ID - DBLP:journals/jmlr/DoKWW12 AU - Do, Huyen AU - Kalousis, Alexandros AU - Wang, Jun AU - Woznica, Adam TI - A metric learning perspective of SVM: on the relation of LMNN and SVM. BT - Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2012, La Palma, Canary Islands, Spain, April 21-23, 2012 SP - 308 EP - 317 PY - 2012// UR - http://proceedings.mlr.press/v22/do12.html ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1201-4714 AU - Do, Huyen AU - Kalousis, Alexandros AU - Wang, Jun AU - Woznica, Adam TI - A metric learning perspective of SVM: on the relation of SVM and LMNN JO - CoRR VL - abs/1201.4714 PY - 2012// UR - http://arxiv.org/abs/1201.4714 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/0017WK12 AU - Wang, Jun AU - Woznica, Adam AU - Kalousis, Alexandros TI - Learning Neighborhoods for Metric Learning. JO - CoRR VL - abs/1206.6883 PY - 2012// UR - http://arxiv.org/abs/1206.6883 ER - TY - Informal or Other Publication ID - DBLP:journals/corr/abs-1209-3056 AU - Wang, Jun AU - Woznica, Adam AU - Kalousis, Alexandros TI - Parametric Local Metric Learning for Nearest Neighbor Classification JO - CoRR VL - abs/1209.3056 PY - 2012// UR - http://arxiv.org/abs/1209.3056 ER - TY - CPAPER ID - DBLP:conf/nips/WangDWK11 AU - Wang, Jun AU - Do, Huyen AU - Woznica, Adam AU - Kalousis, Alexandros TI - Metric Learning with Multiple Kernels. BT - Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain. SP - 1170 EP - 1178 PY - 2011// UR - https://proceedings.neurips.cc/paper/2011/hash/24681928425f5a9133504de568f5f6df-Abstract.html UR - http://papers.nips.cc/paper/4399-metric-learning-with-multiple-kernels ER - TY - CHAP ID - DBLP:series/sci/HilarioNDWK11 AU - Hilario, Melanie AU - Nguyen, Phong AU - Do, Huyen AU - Woznica, Adam AU - Kalousis, Alexandros TI - Ontology-Based Meta-Mining of Knowledge Discovery Workflows. BT - Meta-Learning in Computational Intelligence SP - 273 EP - 315 PY - 2011// DO - 10.1007/978-3-642-20980-2_9 UR - https://doi.org/10.1007/978-3-642-20980-2_9 ER - TY - CPAPER ID - DBLP:conf/icdm/WoznicaK10 AU - Woznica, Adam AU - Kalousis, Alexandros TI - Adaptive Distances on Sets of Vectors. BT - ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010 SP - 579 EP - 588 PY - 2010// DO - 10.1109/ICDM.2010.45 UR - https://doi.org/10.1109/ICDM.2010.45 UR - https://doi.ieeecomputersociety.org/10.1109/ICDM.2010.45 ER - TY - CPAPER ID - DBLP:conf/pakdd/WoznicaKH10 AU - Woznica, Adam AU - Kalousis, Alexandros AU - Hilario, Melanie TI - Adaptive Matching Based Kernels for Labelled Graphs. BT - Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part II SP - 374 EP - 385 PY - 2010// DO - 10.1007/978-3-642-13672-6_37 UR - https://doi.org/10.1007/978-3-642-13672-6_37 ER - TY - CPAPER ID - DBLP:conf/pakdd/WoznicaK10 AU - Woznica, Adam AU - Kalousis, Alexandros TI - A New Framework for Dissimilarity and Similarity Learning. BT - Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part II SP - 386 EP - 397 PY - 2010// DO - 10.1007/978-3-642-13672-6_38 UR - https://doi.org/10.1007/978-3-642-13672-6_38 ER - TY - CPAPER ID - DBLP:conf/pkdd/DoKWH09 AU - Do, Huyen AU - Kalousis, Alexandros AU - Woznica, Adam AU - Hilario, Melanie TI - Margin and Radius Based Multiple Kernel Learning. BT - Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I SP - 330 EP - 343 PY - 2009// DO - 10.1007/978-3-642-04180-8_39 UR - https://doi.org/10.1007/978-3-642-04180-8_39 ER - TY - THES ID - DBLP:phd/basesearch/Woznica08 AU - Woznica, Adam TI - Distance and kernel based learning over composite representations. PY - 2008// UR - https://archive-ouverte.unige.ch/unige:5483 UR - https://doi.org/10.13097/archive-ouverte/unige:5483 UR - https://www.base-search.net/Record/bad2701092f3db91d5303643352e1a6ee45fbdd3a2c2a0167a45507424aa4959 UR - https://www.base-search.net/Record/0bcff473f58b94a36ae5426a25874089eda1c487790c5c62f08a9aba430b908f ER - TY - CPAPER ID - DBLP:conf/icml/WoznicaKH07 AU - Woznica, Adam AU - Kalousis, Alexandros AU - Hilario, Melanie TI - Learning to combine distances for complex representations. BT - Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007 SP - 1031 EP - 1038 PY - 2007// DO - 10.1145/1273496.1273626 UR - https://doi.org/10.1145/1273496.1273626 ER - TY - CPAPER ID - DBLP:conf/icdm/WoznicaKH06 AU - Woznica, Adam AU - Kalousis, Alexandros AU - Hilario, Melanie TI - Distances and (Indefinite) Kernels for Sets of Objects. BT - Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China SP - 1151 EP - 1156 PY - 2006// DO - 10.1109/ICDM.2006.60 UR - https://doi.org/10.1109/ICDM.2006.60 UR - https://doi.ieeecomputersociety.org/10.1109/ICDM.2006.60 ER - TY - CPAPER ID - DBLP:conf/pakdd/WoznicaKH06 AU - Woznica, Adam AU - Kalousis, Alexandros AU - Hilario, Melanie TI - Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. BT - Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings SP - 546 EP - 551 PY - 2006// DO - 10.1007/11731139_64 UR - https://doi.org/10.1007/11731139_64 ER - TY - CPAPER ID - DBLP:conf/pakdd/WoznicaKH05 AU - Woznica, Adam AU - Kalousis, Alexandros AU - Hilario, Melanie TI - Kernels over Relational Algebra Structures. BT - Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings SP - 588 EP - 598 PY - 2005// DO - 10.1007/11430919_68 UR - https://doi.org/10.1007/11430919_68 ER -