Machine Learning and Data Mining in Pattern Recognition [[electronic resource] ] : 10th International Conference, MLDM 2014, St. Petersburg, Russia, July 21-24, 2014, Proceedings / / edited by Petra Perner

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
• Edizione: 1st ed. 2014.
• Descrizione fisica: 1 online resource (XIV, 536 p. 188 illus.)
• Disciplina: 006.31
• Soggetto topico: Artificial intelligence; Data mining; Pattern recognition; Algorithms; Application software; Database management; Artificial Intelligence; Data Mining and Knowledge Discovery; Pattern Recognition; Algorithm Analysis and Problem Complexity; Information Systems Applications (incl. Internet); Database Management
• Persona (resp. second.): PernerPetra
• Note generali: Includes index.
• Nota di contenuto: Theoretical topics for classification -- Clustering -- Association rule.- Pattern mining.- Specific data mining methods for the different multimedia data types.- Image mining -- Text mining -- Video mining.- Web mining.
• Sommario/riassunto: This book constitutes the refereed proceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2014, held in St. Petersburg, Russia in July 2014. The 40 full papers presented were carefully reviewed and selected from 128 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.
• Titolo autorizzato: Machine Learning and Data Mining in Pattern Recognition
• ISBN: 3-319-08979-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996213696303316
• Lo trovi qui: Univ. di Salerno
• Serie: Lecture Notes in Artificial Intelligence ; ; 8556