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Predicting Structured Objects with Support Vector Machines.

Machine Learning today offers a broad repertoire of methods for classification and regression. But what if we need to predict complex objects like trees, orderings, or alignments? Such problems arise naturally in natural language processing, search engines, and bioinformatics. The following explores...

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Publicado en:Communications of the ACM Vol. 52; no. 11; pp. 97 - 105
Autores principales: Joachims, Thorsten, Hofmann, Thomas, Yisong Yue, Chun-Nam Yu
Formato: Artículo
Publicado: Association for Computing Machinery Nov2009
Materias:
Support vector machines
Machine learning
Prediction models
Natural language processing
Algorithms
Search engine programming
Acceso en línea:Ver este registro en EBSCOhost