Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part I / / edited by Paolo Frasconi, Niels Landwehr, Giuseppe Manco, Jilles Vreeken

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
• Edizione: 1st ed. 2016.
• Descrizione fisica: 1 online resource (XXXVI, 817 p. 231 illus.)
• Disciplina: 006.31
• Soggetto topico: Data mining; Artificial intelligence; Pattern recognition; Information storage and retrieval; Database management; Application software; Data Mining and Knowledge Discovery; Artificial Intelligence; Pattern Recognition; Information Storage and Retrieval; Database Management; Information Systems Applications (incl. Internet)
• Persona (resp. second.): FrasconiPaolo; LandwehrNiels; MancoGiuseppe; VreekenJilles
• Note generali: Includes index.
• Nota di contenuto: Practical and real-world studies of machine learning,knowledge discovery, data mining -- Innovative prototype implementations or mature systems that use machine learning techniques and knowledge discovery processes in a real setting -- Recent advances at the frontier of machine learning and data mining with other disciplines.
• Sommario/riassunto: The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on practical and real-world studies of machine learning, knowledge discovery, data mining; innovative prototype implementations or mature systems that use machine learning techniques and knowledge discovery processes in a real setting; recent advances at the frontier of machine learning and data mining with other disciplines. Part I and Part II of the proceedings contain the full papers of the contributions presented in the scientific track and abstracts of the scientific plenary talks. Part III contains the full papers of the contributions presented in the industrial track, short papers describing demonstration, the nectar papers, and the abstracts of the industrial plenary talks.
• Titolo autorizzato: Machine Learning and Knowledge Discovery in Databases
• ISBN: 3-319-46128-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910484032503321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Artificial Intelligence ; ; 9851