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 / edited by Xiao-Li Li, Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung.

Format:

Book

Contributor:

Li, Xiao-Li, 1969- editor.

Cao, Tru, editor.

Lim, Ee-Peng, editor.

Zhou, Zhi-Hua (Computer scientist), editor.

Ho, Tu Bao, editor.

Cheung, David, Ph. D., editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 9441.

Lecture Notes in Artificial Intelligence ; 9441

Language:

English

Subjects (All):

Data mining.

Artificial intelligence.

Medical 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.

Local Subjects:

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Health Informatics.

Information Storage and Retrieval.

Information Systems Applications (incl. Internet).

Computation by Abstract Devices.

Physical Description:

1 online resource (XV, 289 pages) : 91 illustrations.

Edition:

First edition 2015.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2015.

System Details:

text file PDF

Summary:

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).

Contents:

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. .

Other Format:

Printed edition:

ISBN:

978-3-319-25660-3

9783319256603

Access Restriction:

Restricted for use by site license.