Vai al contenuto principale della pagina

Advanced Methodologies for Bayesian Networks : Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings / / edited by Joe Suzuki, Maomi Ueno



(Visualizza in formato marc)    (Visualizza in BIBFRAME)

Titolo: Advanced Methodologies for Bayesian Networks : Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings / / edited by Joe Suzuki, Maomi Ueno Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Edizione: 1st ed. 2015.
Descrizione fisica: 1 online resource (XVIII, 265 p. 102 illus. in color.)
Disciplina: 006.3
Soggetto topico: Artificial intelligence
Algorithms
Mathematical statistics
Computers
Database management
Application software
Artificial Intelligence
Algorithm Analysis and Problem Complexity
Probability and Statistics in Computer Science
Computation by Abstract Devices
Database Management
Information Systems Applications (incl. Internet)
Intel·ligència artificial
Estadística bayesiana
Soggetto genere / forma: Congressos
Llibres electrònics
Persona (resp. second.): SuzukiJoe
UenoMaomi
Note generali: Bibliographic Level Mode of Issuance: Monograph
Nota di contenuto: Effectiveness of graphical models including modeling. Reasoning, model selection -- Logic-probability relations -- Causality. Applying graphical models in real world settings -- Scalability -- Incremental learning.-Parallelization.
Sommario/riassunto: This volume constitutes the refereed proceedings of the Second International Workshop on Advanced Methodologies for Bayesian Networks, AMBN 2015, held in Yokohama, Japan, in November 2015. The 18 revised full papers and 6 invited abstracts presented were carefully reviewed and selected from numerous submissions. In the International Workshop on Advanced Methodologies for Bayesian Networks (AMBN), the researchers explore methodologies for enhancing the effectiveness of graphical models including modeling, reasoning, model selection, logic-probability relations, and causality. The exploration of methodologies is complemented discussions of practical considerations for applying graphical models in real world settings, covering concerns like scalability, incremental learning, parallelization, and so on.
Titolo autorizzato: Advanced Methodologies for Bayesian Networks  Visualizza cluster
ISBN: 3-319-28379-0
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910484136303321
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Serie: Lecture Notes in Artificial Intelligence ; ; 9505