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Record Nr. |
UNINA9910484897403321 |
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Titolo |
Discovery Science : 19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings / / edited by Toon Calders, Michelangelo Ceci, Donato Malerba |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
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ISBN |
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Edizione |
[1st ed. 2016.] |
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Descrizione fisica |
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1 online resource (XXI, 492 p. 131 illus.) |
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Collana |
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Lecture Notes in Artificial Intelligence, , 2945-9141 ; ; 9956 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Data mining |
Information storage and retrieval systems |
Database management |
Algorithms |
Pattern recognition systems |
Artificial Intelligence |
Data Mining and Knowledge Discovery |
Information Storage and Retrieval |
Database Management |
Automated Pattern Recognition |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Pattern mining and rules -- Structured output prediction -- Applications -- Ensemble Learning -- Classification -- Networks -- Kernels and deep learning. . |
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Sommario/riassunto |
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This book constitutes the proceedings of the 17th International Conference on Discovery Science, DS 2016, held in banff, AB, Canada in October 2015. The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 60 submissions. The conference focuses on following topics: Advances in the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, and |
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intelligent data analysis, as well as their application in various scientific domains. |
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