Adam Woznica

According to our database, Adam Woznica authored at least 18 papers between 2005 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Presentation of the expedia group RecTour Research Dataset.

Adam Woznica, Jan Krasnodebski

Proceedings of the Workshop on Recommenders in Tourism co-located with the 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study.

Alina Powala, Adam Woznica

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2012

A metric learning perspective of SVM: on the relation of LMNN and SVM.

Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

A metric learning perspective of SVM: on the relation of SVM and LMNN

Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica

CoRR, 2012

Learning Neighborhoods for Metric Learning.

Jun Wang, Adam Woznica, Alexandros Kalousis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Parametric Local Metric Learning for Nearest Neighbor Classification.

Jun Wang, Alexandros Kalousis, Adam Woznica

Proceedings of the 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

Model mining for robust feature selection.

Adam Woznica, Phong Nguyen, Alexandros Kalousis

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Ontology-Based Meta-Mining of Knowledge Discovery Workflows.

Melanie Hilario, Phong Nguyen, Huyen Do, Adam Woznica, Alexandros Kalousis

Proceedings of the Meta-Learning in Computational Intelligence, 2011

Metric Learning with Multiple Kernels.

Jun Wang, Huyen Do, Adam Woznica, Alexandros Kalousis

Proceedings of the 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, 2011

2010

Adaptive Matching Based Kernels for Labelled Graphs.

Adam Woznica, Alexandros Kalousis, Melanie Hilario

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A New Framework for Dissimilarity and Similarity Learning.

Adam Woznica, Alexandros Kalousis

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Adaptive Distances on Sets of Vectors.

Adam Woznica, Alexandros Kalousis

Proceedings of the ICDM 2010, 2010

2009

Margin and Radius Based Multiple Kernel Learning.

Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

2008

Distance and kernel based learning over composite representations.

Adam Woznica

PhD thesis, 2008

2007

Learning to combine distances for complex representations.

Adam Woznica, Alexandros Kalousis, Melanie Hilario

Proceedings of the Machine Learning, 2007

2006

Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints.

Adam Woznica, Alexandros Kalousis, Melanie Hilario

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Distances and (Indefinite) Kernels for Sets of Objects.

Adam Woznica, Alexandros Kalousis, Melanie Hilario

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Kernels over Relational Algebra Structures.

Adam Woznica, Alexandros Kalousis, Melanie Hilario

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005