Alexei Vinokourov

According to our database, Alexei Vinokourov authored at least 9 papers between 2000 and 2005.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2005

A probabilistic framework for mismatch and profile string kernels.

Alexei Vinokourov, Andrei N. Soklakov, Craig Saunders

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2003

The organisation and retrieval of document collections: a machine learning approach.

Alexei Vinokourov

PhD thesis, 2003

Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora.

Nicola Cancedda, Hervé Déjean, Éric Gaussier, Jean-Michel Renders, Alexei Vinokourov

Proceedings of the Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), 2003

2002

A Probabilistic Framework for the Hierarchic Organisation and Classification of Document Collections.

Alexei Vinokourov, Mark A. Girolami

J. Intell. Inf. Syst., 2002

Kernel Methods for Document Filtering.

Nicola Cancedda, Cyril Goutte, Jean-Michel Renders, Nicolò Cesa-Bianchi, Alex Conconi, Yaoyong Li, John Shawe-Taylor, Alexei Vinokourov, Thore Graepel, Claudio Gentile

Proceedings of The Eleventh Text REtrieval Conference, 2002

Inferring a Semantic Representation of Text via Cross-Language Correlation Analysis.

Alexei Vinokourov, John Shawe-Taylor, Nello Cristianini

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

String Kernels, Fisher Kernels and Finite State Automata.

Craig Saunders, John Shawe-Taylor, Alexei Vinokourov

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2000

Probabilistic Hierarchical Clustering Method for Organizing Collections of Text Documents.

Alexei Vinokourov, Mark A. Girolami

Proceedings of the 15th International Conference on Pattern Recognition, 2000

The Organization and Visualization of Document Corpora: A Probabilistic Approach.

Mark A. Girolami, Alexei Vinokourov, Ata Kabán

Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000