New Frontiers in Mining Complex Patterns 6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised Selected Papers /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Appice, Annalisa (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Loglisci, Corrado (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Manco, Giuseppe (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Masciari, Elio (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Ras, Zbigniew W. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Lecture Notes in Artificial Intelligence ; 10785
• Θέματα: Data mining.; Arithmetic and logic units, Computer.; Application software.; Artificial intelligence.; Data Mining and Knowledge Discovery.; Arithmetic and Logic Structures.; Computer Appl. in Social and Behavioral Sciences.; Artificial Intelligence.
• Φυσική περιγραφή: XII, 197 p. 57 illus. online resource.
• ISBN: 9783319786803
• DOI: 10.1007/978-3-319-78680-3

This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 6th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2017, held in conjunction with ECML-PKDD 2017 in Skopje, Macedonia, in September 2017. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications. The workshop was aimed at discussing and introducing new algorithmic foundations and representation formalisms in complex pattern discovery. Finally, it encouraged the integration of recent results from existing fields, such as Statistics, Machine Learning and Big Data Analytics.