Adam Woznica

According to our database1, Adam Woznica authored at least 16 papers between 2005 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study.
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.
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
CoRR, 2012

Learning Neighborhoods for Metric Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Parametric Local Metric Learning for Nearest Neighbor Classification.
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.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011
Ontology-Based Meta-Mining of Knowledge Discovery Workflows.
Proceedings of the Meta-Learning in Computational Intelligence, 2011

Metric Learning with Multiple Kernels.
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.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A New Framework for Dissimilarity and Similarity Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Adaptive Distances on Sets of Vectors.
Proceedings of the ICDM 2010, 2010

2009
Margin and Radius Based Multiple Kernel Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

2007
Learning to combine distances for complex representations.
Proceedings of the Machine Learning, 2007

2006
Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Distances and (Indefinite) Kernels for Sets of Objects.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
Kernels over Relational Algebra Structures.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005


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