Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015. Revised Selected Papers

AvXiao-Li Li,Tru Cao

Häftad, Engelska, 2015

Del 9441 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2015-11-26
Mått:155 x 235 x 19 mm
Vikt:472 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:289
Förlag:Springer International Publishing AG
ISBN:9783319256597

Utforska kategorier

Databaser inom Data och IT

Innehållsförteckning

ProbitUCB: A Novel Method for ReviewRanking. From Cluster-based Outlier Detection to Time Series Discord Discovery.-Web site audience segmentation using hybrid alignment techniques.- MiningMassive-Scale Spatiotemporal Trajectories in Parallel: A Survey.- ManifoldRegularized Symmetric Joint Link Model for Overlapping Community Detection.- HighDimensional Explicit Feature Biased Matrix Factorization Recommendation.- ASimhash-based Generalized Framework for Citation Matching in MapReduce.- ACloud Based Diabetes Lifestyle Management System.- Construction of a predictionmodel for nephropathy among obese patients using genetic and clinical features.-A Research of Applying Association Rules and Decision Tree to Endometriosis.- ADynamic Feature Selection Based LDA Approach to Baseball Pitch Prediction.- AStudy of Interestingness Measures for Associative Classification on ImbalancedData.- Evaluation of Community Mining Algorithms in the Presence of Attributes.-Leveraging the Common Cause of Errors for Constraint-based Data Cleansing AnalyzingUser Behaviors Based on Temporal Patterns of Sequential Pattern EvaluationIndices on Twitter.- Model Selection of Symbolic Regression to Improve theAccuracy of PM 2.5 Concentration Prediction.- Internal Clustering Evaluation ofData Streams.- Feature maximization based clustering quality evaluation: apromising approach.- Integrating Content Centric Networking and Web Content Mining:A Future Efficient Internet Architecture forHealthcare.- 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.