Discovery Science : 19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings / / edited by Toon Calders, Michelangelo Ceci, Donato Malerba

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
• Edizione: 1st ed. 2016.
• Descrizione fisica: 1 online resource (XXI, 492 p. 131 illus.)
• Disciplina: 501
• Soggetto topico: 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
• Persona (resp. second.): CaldersToon; CeciMichelangelo; MalerbaDonato
• Nota di contenuto: Pattern mining and rules -- Structured output prediction -- Applications -- Ensemble Learning -- Classification -- Networks -- Kernels and deep learning. .
• Sommario/riassunto: 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 intelligent data analysis, as well as their application in various scientific domains.
• Titolo autorizzato: Discovery Science
• ISBN: 3-319-46307-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910484897403321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Artificial Intelligence, . 2945-9141 ; ; 9956