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Analysis of Large and Complex Data

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Cover of 'Analysis of Large and Complex Data'

Table of Contents

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    Book Overview
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    Chapter 1 Latent Variables and Marketing Theory: The Paradigm Shift
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    Chapter 2 Business Intelligence in the Context of Integrated Care Systems (ICS): Experiences from the ICS “Gesundes Kinzigtal” in Germany
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    Chapter 3 Clustering and a Dissimilarity Measure for Methadone Dosage Time Series
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    Chapter 4 Linear Storage and Potentially Constant Time Hierarchical Clustering Using the Baire Metric and Random Spanning Paths
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    Chapter 5 Standard and Novel Model Selection Criteria in the Pairwise Likelihood Estimation of a Mixture Model for Ordinal Data
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    Chapter 6 Textual Information Localization and Retrieval in Document Images Based on Quadtree Decomposition
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    Chapter 7 Selection Stability as a Means of Biomarker Discovery in Classification
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    Chapter 8 Active Multi-Instance Multi-Label Learning
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    Chapter 9 Using Annotated Suffix Tree Similarity Measure for Text Summarisation
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    Chapter 10 Big Data Classification : Aspects on Many Features and Many Observations
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    Chapter 11 Bottom-Up Variable Selection in Cluster Analysis Using Bootstrapping: A Proposal
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    Chapter 12 A Comparison Study for Spectral, Ensemble and Spectral-Mean Shift Clustering Approaches for Interval-Valued Symbolic Data
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    Chapter 13 Supervised Pre-processings Are Useful for Supervised Clustering
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    Chapter 14 Similarity Measures on Concept Lattices
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    Chapter 15 Multivariate Functional Regression Analysis with Application to Classification Problems
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    Chapter 16 Incremental Generalized Canonical Correlation Analysis
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    Chapter 17 Evaluating the Necessity of a Triadic Distance Model
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    Chapter 18 Assessing the Reliability of a Multi-Class Classifier
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    Chapter 19 Reviewing Graphical Modelling of Multivariate Temporal Processes
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    Chapter 20 The Weight of Penalty Optimization for Ridge Regression
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    Chapter 21 Monitoring a Dynamic Weighted Majority Method Based on Datasets with Concept Drift
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    Chapter 22 Specialization in Smart Growth Sectors vs. Effects of Change of Workforce Numbers in the European Union Regional Space
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    Chapter 23 Evaluation of the Individually Perceived Quality from Head-Up Display Images Relating to Distortions
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    Chapter 24 Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis
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    Chapter 25 The Identification of Relations Between Smart Specialization and Sensitivity to Crisis in the European Union Regions
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    Chapter 26 Market Oriented Product Design and Pricing: Effects of Intra-Individual Varying Partworths
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    Chapter 27 The Use of Hybrid Predictive C&RT-Logit Models in Analytical CRM
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    Chapter 28 Excess Takeover Premiums and Bidder Contests in Merger & Acquisitions: New Methods for Determining Abnormal Offer Prices
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    Chapter 29 Firm-Specific Determinants on Dividend Changes: Insights from Data Mining
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    Chapter 30 Selection of Balanced Structure Samples in Corporate Bankruptcy Prediction
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    Chapter 31 Facilitating Household Financial Plan Optimization by Adjusting Time Range of Analysis to Life-Length Risk Aversion
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    Chapter 32 Dynamic Aspects of Bankruptcy Prediction Logit Model for Manufacturing Firms in Poland
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    Chapter 33 Estimating Age- and Height-Specific Percentile Curves for Children Using GAMLSS in the IDEFICS Study
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    Chapter 34 An Ensemble of Optimal Trees for Class Membership Probability Estimation
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    Chapter 35 Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation
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    Chapter 36 The Surprising Character of Music: A Search for Sparsity in Music Evoked Body Movements
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    Chapter 37 Comparing Audio Features and Playlist Statistics for Music Classification
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    Chapter 38 Duplicate Detection in Facsimile Scans of Early Printed Music
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    Chapter 39 Fast Model Based Optimization of Tone Onset Detection by Instance Sampling
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    Chapter 40 Recognition of Leitmotives in Richard Wagner’s Music: An Item Response Theory Approach
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    Chapter 41 Optimization of a Simulation for Inhomogeneous Mineral Subsoil Machining
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    Chapter 42 Fast and Robust Isosurface Similarity Maps Extraction Using Quasi-Monte Carlo Approach
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    Chapter 43 Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric Component
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    Chapter 44 Information Theoretic Measures for Ant Colony Optimization
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    Chapter 45 A Signature Based Method for Fraud Detection on E-Commerce Scenarios
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    Chapter 46 Three-Way Clustering Problems in Regional Science
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    Chapter 47 CFA-MTMM Model in Comparative Analysis of 5-, 7-, 9-, and 11-point A/D Scales
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    Chapter 48 Biasing Effects of Non-Representative Samples of Quasi-Orders in the Assessment of Recovery Quality of IITA-Type Item Hierarchy Mining
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    Chapter 49 Correlated Component Regression: Profiling Student Performances by Means of Background Characteristics
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    Chapter 50 Analysing Psychological Data by Evolving Computational Models
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    Chapter 51 Use of Panel Data Analysis for V4 Households Poverty Risk Prediction
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    Chapter 52 Collaborative LiteratureWork in the Research Publication Process: The Cogeneration of Citation Networks as Example
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    Chapter 53 Subject Indexing of Textbooks: Challenges in the Construction of a Discovery System
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    Chapter 54 The Ofness and Aboutness of Survey Data: Improved Indexing of Social Science Questionnaires
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    Chapter 55 Subject Indexing for Author Name Disambiguation: Opportunities and Challenges
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Analysis of Large and Complex Data
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-25226-1
978-3-31-925224-7, 978-3-31-925226-1

Amelynck, Denis, Maes, Pieter, Leman, Marc, Martens, Jean-Pierre


Adalbert F.X. Wilhelm, Hans A. Kestler

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The data shown below were collected from the profile of 1 tweeter who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 51 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 51 100%

Demographic breakdown

Readers by professional status Count As %
Other 1 2%
Unknown 50 98%
Readers by discipline Count As %
Neuroscience 1 2%
Unknown 50 98%