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Data complexity in pattern recognition
Machines capable of automatic pattern recognition have many fascinating uses. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability. This book looks at data complexity and its role in shaping the theories an...
| Autores principales: | , |
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| Lenguaje: | eng |
| Publicado: |
Springer
2006
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| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/952150 |
| _version_ | 1780910001735335936 |
|---|---|
| author | Basu, Mitra Kam Ho Tin |
| author_facet | Basu, Mitra Kam Ho Tin |
| author_sort | Basu, Mitra |
| collection | CERN |
| description | Machines capable of automatic pattern recognition have many fascinating uses. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability. This book looks at data complexity and its role in shaping the theories and techniques in different disciplines |
| id | cern-952150 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2006 |
| publisher | Springer |
| record_format | invenio |
| spelling | cern-9521502021-04-22T02:12:22Zhttp://cds.cern.ch/record/952150engBasu, MitraKam Ho TinData complexity in pattern recognitionMathematical Physics and MathematicsMachines capable of automatic pattern recognition have many fascinating uses. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability. This book looks at data complexity and its role in shaping the theories and techniques in different disciplinesSpringeroai:cds.cern.ch:9521502006 |
| spellingShingle | Mathematical Physics and Mathematics Basu, Mitra Kam Ho Tin Data complexity in pattern recognition |
| title | Data complexity in pattern recognition |
| title_full | Data complexity in pattern recognition |
| title_fullStr | Data complexity in pattern recognition |
| title_full_unstemmed | Data complexity in pattern recognition |
| title_short | Data complexity in pattern recognition |
| title_sort | data complexity in pattern recognition |
| topic | Mathematical Physics and Mathematics |
| url | http://cds.cern.ch/record/952150 |
| work_keys_str_mv | AT basumitra datacomplexityinpatternrecognition AT kamhotin datacomplexityinpatternrecognition |