Pulse en una miniatura para ir a Google Books.
Cargando... Kernel Methods for Pattern Analysispor John Shawe-Taylor
Ninguno Cargando...
Inscríbete en LibraryThing para averiguar si este libro te gustará. Actualmente no hay Conversaciones sobre este libro. http://bactra.org/weblog/algae-2014-12.html ( ) sin reseñas | añadir una reseña
Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. This book, developed from lectures and tutorials, fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to use for standard pattern discovery problems in fields such as bioinformatics, text analysis, image analysis. Secondly it provides an easy introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to handcraft an algorithm or a kernel for a new specific application, and covering all the necessary conceptual and mathematical tools to do so. No se han encontrado descripciones de biblioteca. |
Debates activosNinguno
Google Books — Cargando... GénerosSistema Decimal Melvil (DDC)006.3Information Computer Science; Knowledge and Systems Special Topics Artificial IntelligenceClasificación de la Biblioteca del CongresoValoraciónPromedio:
¿Eres tú?Conviértete en un Autor de LibraryThing. |