Book Volume 7619 2012

Advances in Intelligent Data Analysis XI

11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012. Proceedings

Editors:

ISBN: 978-3-642-34155-7 (Print) 978-3-642-34156-4 (Online)

Table of contents (38 chapters)

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  1. Front Matter

    Pages -

  2. Invited Papers

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      Chapter and Conference Paper

      Pages 1-1

      Over-Fitting in Model Selection and Its Avoidance

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      Chapter and Conference Paper

      Pages 2-6

      Intelligent Data Analysis of Human Genetic Data

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      Chapter and Conference Paper

      Pages 7-22

      Queries for Data Analysis

  3. Selected Contributions

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      Chapter and Conference Paper

      Pages 23-34

      Parallel Data Mining Revisited. Better, Not Faster

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      Chapter and Conference Paper

      Pages 35-44

      Weighting Features for Partition around Medoids Using the Minkowski Metric

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      Chapter and Conference Paper

      Pages 45-55

      On Initializations for the Minkowski Weighted K-Means

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      Chapter and Conference Paper

      Pages 56-66

      A Skew-t-Normal Multi-level Reduced-Rank Functional PCA Model for the Analysis of Replicated Genomics Time Course Data

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      Chapter and Conference Paper

      Pages 67-77

      Methodological Foundation for Sign Language 3D Motion Trajectory Analysis

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      Chapter and Conference Paper

      Pages 78-89

      Assembly Detection in Continuous Neural Spike Train Data

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      Chapter and Conference Paper

      Pages 90-102

      Online Techniques for Dealing with Concept Drift in Process Mining

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      Chapter and Conference Paper

      Pages 103-113

      An Evolutionary Based Clustering Algorithm Applied to Dada Compression for Industrial Systems

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      Chapter and Conference Paper

      Pages 114-125

      Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns

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      Chapter and Conference Paper

      Pages 126-138

      Discriminative Dimensionality Reduction Mappings

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      Chapter and Conference Paper

      Pages 139-149

      Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules

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      Chapter and Conference Paper

      Pages 150-160

      Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation

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      Chapter and Conference Paper

      Pages 161-171

      Formalizing Complex Prior Information to Quantify Subjective Interestingness of Frequent Pattern Sets

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      Chapter and Conference Paper

      Pages 172-183

      MCut: A Thresholding Strategy for Multi-label Classification

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      Chapter and Conference Paper

      Pages 184-194

      Improving Tag Recommendation Using Few Associations

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      Chapter and Conference Paper

      Pages 195-206

      Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models

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      Chapter and Conference Paper

      Pages 207-218

      Constrained Clustering Using SAT

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