04617nam 22008895 450 99646636930331620230503135555.03-319-28379-010.1007/978-3-319-28379-1(CKB)4340000000001269(SSID)ssj0001616624(PQKBManifestationID)16348943(PQKBTitleCode)TC0001616624(PQKBWorkID)14921476(PQKB)11701364(DE-He213)978-3-319-28379-1(MiAaPQ)EBC5587834(Au-PeEL)EBL5587834(OCoLC)1066189754(PPN)191705470(EXLCZ)99434000000000126920160107d2015 u| 0engurnn#008mamaatxtccrAdvanced Methodologies for Bayesian Networks[electronic resource] Second International Workshop, AMBN 2015, Yokohama, Japan, November 16-18, 2015. Proceedings /edited by Joe Suzuki, Maomi Ueno1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (XVIII, 265 p. 102 illus. in color.)Lecture Notes in Artificial Intelligence ;9505Bibliographic Level Mode of Issuance: Monograph3-319-28378-2 Effectiveness of graphical models including modeling. Reasoning, model selection -- Logic-probability relations -- Causality. Applying graphical models in real world settings -- Scalability -- Incremental learning.-Parallelization.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.Lecture Notes in Artificial Intelligence ;9505Artificial intelligenceAlgorithmsMathematical statisticsComputersDatabase managementApplication softwareArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Probability and Statistics in Computer Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/I17036Computation by Abstract Deviceshttps://scigraph.springernature.com/ontologies/product-market-codes/I16013Database Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Intel·ligència artificialthubEstadística bayesianathubCongressosthubLlibres electrònicsthubArtificial 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 artificialEstadística bayesiana006.3Suzuki Joeedthttp://id.loc.gov/vocabulary/relators/edtUeno Maomiedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996466369303316Advanced Methodologies for Bayesian Networks2831397UNISA