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

• Record Type: Book
• Further Information: Note: Xiao-Li Li, Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hirosha Motoda (eds.).
• Editors: Li, Xiao-Li, 1969-; Cao, Tru; Lim, Ee-Peng; Ho, Tu Bao; (Computer scientist), Zhou, Zhi-Hua; Cheung, David, 1949-; Motoda, Hiroshi
• Other Names: Pacific-Asia Conference on Knowledge Discovery and Data Mining, 19th
• 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. .
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (289 pages)
• Subjects: 006.312; Computer science; Data mining -- Congresses; Data mining; Artificial intelligence; Medical records -- Data processing; Information storage and retrieva; Computers -- Intelligence (AI) & Semantics; Medical -- General; Computers -- System Administration -- Storage & Retrieval; Computers -- Information Technology; Computers -- Machine Theory; Artificial intelligence; Health & safety aspects of IT; Information retrieval; User interface design & usability; Computers -- Database Management -- Data Mining; Data mining
• Languages: English
• ISBNs: 9783319256603
• Related ISBNs: 9783319256597
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.