06315nam 22008895 450 99646627640331620200706094540.03-319-25660-210.1007/978-3-319-25660-3(CKB)4340000000001178(SSID)ssj0001585623(PQKBManifestationID)16263755(PQKBTitleCode)TC0001585623(PQKBWorkID)14866149(PQKB)10014300(DE-He213)978-3-319-25660-3(MiAaPQ)EBC6285927(MiAaPQ)EBC5592717(Au-PeEL)EBL5592717(OCoLC)932170012(PPN)190529202(EXLCZ)99434000000000117820151125d2015 u| 0engurnn#008mamaatxtccrTrends and Applications in Knowledge Discovery and Data Mining[electronic resource] PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015. Revised Selected Papers /edited by Xiao-Li Li, Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (XV, 289 p. 91 illus. in color.)Lecture Notes in Artificial Intelligence ;9441Bibliographic Level Mode of Issuance: Monograph3-319-25659-9 Includes bibliographical references and index.ProbitUCB: A Novel Method for Review Ranking. From Cluster-based Outlier Detection to Time Series Discord Discovery -- Web site audience segmentation using hybrid alignment techniques -- Mining Massive-Scale Spatiotemporal Trajectories in Parallel: A Survey -- Manifold Regularized Symmetric Joint Link Model for Overlapping Community Detection -- High Dimensional Explicit Feature Biased Matrix Factorization Recommendation -- A Simhash-based Generalized Framework for Citation Matching in MapReduce -- A Cloud Based Diabetes Lifestyle Management System -- Construction of a prediction model for nephropathy among obese patients using genetic and clinical features -- A Research of Applying Association Rules and Decision Tree to Endometriosis -- A Dynamic Feature Selection Based LDA Approach to Baseball Pitch Prediction -- A Study of Interestingness Measures for Associative Classification on Imbalanced Data -- Evaluation of Community Mining Algorithms in the Presence of Attributes -- Leveraging the Common Cause of Errors for Constraint-based Data Cleansing Analyzing User Behaviors Based on Temporal Patterns of Sequential Pattern Evaluation Indices on Twitter -- Model Selection of Symbolic Regression to Improve the Accuracy of PM 2.5 Concentration Prediction -- Internal Clustering Evaluation of Data Streams -- Feature maximization based clustering quality evaluation: a promising approach -- Integrating Content Centric Networking and Web Content Mining: A Future Efficient Internet Architecture for Healthcare -- Citation enrichment improves deduplication of primary evidence -- Learning Entry Profiles of Children with Autism from Multivariate Treatment Information using Restricted Boltzmann Machines -- Fast Dependency Parsing using Distributed Word Representations -- Modeling Vietnamese speech prosody: A step-by-step approach towards an expressive speech synthesis system.  .This book constitutes the refereed proceedings at PAKDD Workshops 2015, held in conjunction with PAKDD, the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining in Ho Chi Minh City, Vietnam, in May 2015. The 23 revised papers presented were carefully reviewed and selected from 57 submissions. The workshops affiliated with PAKDD 2015 include: Pattern Mining and Application of Big Data (BigPMA), Quality Issues, Measures of Interestingness and Evaluation of data mining models (QIMIE), Data Analytics for Evidence-based Healthcare (DAEBH), Vietnamese Language and Speech Processing (VLSP).Lecture Notes in Artificial Intelligence ;9441Data miningArtificial intelligenceHealth informaticsInformation storage and retrievalApplication softwareComputersData Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Health Informaticshttps://scigraph.springernature.com/ontologies/product-market-codes/I23060Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Computation by Abstract Deviceshttps://scigraph.springernature.com/ontologies/product-market-codes/I16013Data mining.Artificial intelligence.Health informatics.Information storage and retrieval.Application software.Computers.Data Mining and Knowledge Discovery.Artificial Intelligence.Health Informatics.Information Storage and Retrieval.Information Systems Applications (incl. Internet).Computation by Abstract Devices.006.3Li Xiao-Liedthttp://id.loc.gov/vocabulary/relators/edtCao Truedthttp://id.loc.gov/vocabulary/relators/edtLim Ee-Pengedthttp://id.loc.gov/vocabulary/relators/edtZhou Zhi-Huaedthttp://id.loc.gov/vocabulary/relators/edtHo Tu-Baoedthttp://id.loc.gov/vocabulary/relators/edtCheung Davidedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996466276403316Trends and Applications in Knowledge Discovery and Data Mining1905063UNISA