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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

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 subm...

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Bibliographic Details
Other Authors: Li, Xiao-Li (Editor), Cao, Tru (Editor), Lim, Ee-Peng (Editor), Zhou, Zhi-Hua (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2015, 2015
Edition:1st ed. 2015
Series:Lecture Notes in Artificial Intelligence
Subjects:
Health Informatics
Computer Science
Medical Informatics
Information Storage And Retrieval
Artificial Intelligence
Data Mining
Application Software
Information Storage And Retrieval Systems
Data Mining And Knowledge Discovery
Computer And Information Systems Applications
Theory Of Computation
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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100 1 |a Li, Xiao-Li  |e [editor] 
245 0 0 |a Trends and Applications in Knowledge Discovery and Data Mining  |h Elektronische Ressource  |b PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015. Revised Selected Papers  |c edited by Xiao-Li Li, Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung 
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505 0 |a 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 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.   
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653 |a Application software 
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653 |a Artificial intelligence 
653 |a Data Mining and Knowledge Discovery 
653 |a Computer and Information Systems Applications 
653 |a Theory of Computation 
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700 1 |a Lim, Ee-Peng  |e [editor] 
700 1 |a Zhou, Zhi-Hua  |e [editor] 
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520 |a 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) 

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