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Classification - the Ubiquitous Challenge

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Cover of 'Classification - the Ubiquitous Challenge'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Classification and Data Mining in Musicology
  3. Altmetric Badge
    Chapter 2 Bayesian Mixed Membership Models for Soft Clustering and Classification
  4. Altmetric Badge
    Chapter 3 Predicting Protein Secondary Structure with Markov Models
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    Chapter 4 Milestones in the History of Data Visualization: A Case Study in Statistical Historiography
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    Chapter 5 Quantitative Text Typology: The Impact of Word Length
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    Chapter 6 Cluster Ensembles
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    Chapter 7 Bootstrap Confidence Intervals for Three-way Component Methods
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    Chapter 8 Organising the Knowledge Space for Software Components
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    Chapter 9 Multimedia Pattern Recognition in Soccer Video Using Time Intervals
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    Chapter 10 Quantitative Assessment of the Responsibility for the Disease Load in a Population
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    Chapter 11 Bootstrapping Latent Class Models
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    Chapter 12 Dimensionality of Random Subspaces
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    Chapter 13 Two-stage Classification with Automatic Feature Selection for an Industrial Application
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    Chapter 14 Bagging, Boosting and Ordinal Classification
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    Chapter 15 A Method for Visual Cluster Validation
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    Chapter 16 Empirical Comparison of Boosting Algorithms
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    Chapter 17 Iterative Majorization Approach to the Distance-based Discriminant Analysis
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    Chapter 18 An Extension of the CHAID Tree-based Segmentation Algorithm to Multiple Dependent Variables
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    Chapter 19 Expectation of Random Sets and the ‘Mean Values’ of Interval Data
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    Chapter 20 Experimental Design for Variable Selection in Data Bases
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    Chapter 21 KMC/EDAM: A New Approach for the Visualization of K-Means Clustering Results
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    Chapter 22 Clustering of Variables with Missing Data: Application to Preference Studies
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    Chapter 23 Binary On-line Classification Based on Temporally Integrated Information
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    Chapter 24 Different Subspace Classification
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    Chapter 25 Density Estimation and Visualization for Data Containing Clusters of Unknown Structure
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    Chapter 26 Hierarchical Mixture Models for Nested Data Structures
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    Chapter 27 Iterative Proportional Scaling Based on a Robust Start Estimator
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    Chapter 28 Exploring Multivariate Data Structures with Local Principal Curves
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    Chapter 29 A Three-way Multidimensional Scaling Approach to the Analysis of Judgments About Persons
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    Chapter 30 Discovering Temporal Knowledge in Multivariate Time Series
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    Chapter 31 A New Framework for Multidimensional Data Analysis
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    Chapter 32 External Analysis of Two-mode Three-way Asymmetric Multidimensional Scaling
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    Chapter 33 The Relevance Vector Machine Under Covariate Measurement Error
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    Chapter 34 A Contribution to the History of Seriation in Archaeology
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    Chapter 35 Model-based Cluster Analysis of Roman Bricks and Tiles from Worms and Rheinzabern
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    Chapter 36 Astronomical Object Classification and Parameter Estimation with the Gaia Galactic Survey Satellite
  38. Altmetric Badge
    Chapter 37 Design of Astronomical Filter Systems for Stellar Classification Using Evolutionary Algorithms
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    Chapter 38 Analyzing Microarray Data with the Generative Topographic Mapping Approach
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    Chapter 39 Test for a Change Point in Bernoulli Trials with Dependence
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    Chapter 40 Data Mining in Protein Binding Cavities
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    Chapter 41 Classification of In Vivo Magnetic Resonance Spectra
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    Chapter 42 Modifying Microarray Analysis Methods for Categorical Data — SAM and PAM for SNPs
  44. Altmetric Badge
    Chapter 43 Improving the Identification of Differentially Expressed Genes in cDNA Microarray Experiments
  45. Altmetric Badge
    Chapter 44 PhyNav: A Novel Approach to Reconstruct Large Phylogenies
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    Chapter 45 NewsRec, a Personal Recommendation System for News Websites
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    Chapter 46 Clustering of Large Document Sets with Restricted Random Walks on Usage Histories
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    Chapter 47 Fuzzy Two-mode Clustering vs. Collaborative Filtering
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    Chapter 48 Web Mining and Online Visibility
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    Chapter 49 Analysis of Recommender System Usage by Multidimensional Scaling
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    Chapter 50 On a Combination of Convex Risk Minimization Methods
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    Chapter 51 Credit Scoring Using Global and Local Statistical Models
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    Chapter 52 Informative Patterns for Credit Scoring: Support Vector Machines Preselect Data Subsets for Linear Discriminant Analysis
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    Chapter 53 Application of Support Vector Machines in a Life Assurance Environment
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    Chapter 54 Continuous Market Risk Budgeting in Financial Institutions
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    Chapter 55 Smooth Correlation Estimation with Application to Portfolio Credit Risk
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    Chapter 56 How Many Lexical-semantic Relations are Necessary?
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    Chapter 57 Automated Detection of Morphemes Using Distributional Measurements
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    Chapter 58 Classification of Author and/or Genre? The Impact of Word Length
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    Chapter 59 Some Historical Remarks on Library Classification — a Short Introduction to the Science of Library Classification
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    Chapter 60 Automatic Validation of Hierarchical Cluster Analysis with Application in Dialectometry
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    Chapter 61 Discovering the Senses of an Ambiguous Word by Clustering its Local Contexts
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    Chapter 62 Document Management and the Development of Information Spaces
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    Chapter 63 Stochastic Ranking and the Volatility “Croissant”: A Sensitivity Analysis of Economic Rankings
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    Chapter 64 Importance Assessment of Correlated Predictors in Business Cycles Classification
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    Chapter 65 Economic Freedom in the 25-Member European Union: Insights Using Classification Tools
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    Chapter 66 Intercultural Consumer Classifications in E-Commerce
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    Chapter 67 Reservation Price Estimation by Adaptive Conjoint Analysis
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    Chapter 68 Estimating Reservation Prices for Product Bundles Based on Paired Comparison Data
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    Chapter 69 Classification of Perceived Musical Intervals
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    Chapter 70 In Search of Variables Distinguishing Low and High Achievers in Music Sight Reading Task
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    Chapter 71 Automatic Feature Extraction from Large Time Series
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    Chapter 72 Identification of Musical Instruments by Means of the Hough-Transformation
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    Chapter 73 Support Vector Machines for Bass and Snare Drum Recognition
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    Chapter 74 Register Classification by Timbre
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    Chapter 75 Classification of Processes by the Lyapunov Exponent
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    Chapter 76 Desirability to Characterize Process Capability
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    Chapter 77 Application and Use of Multivariate Control Charts in a BTA Deep Hole Drilling Process
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    Chapter 78 Determination of Relevant Frequencies and Modeling Varying Amplitudes of Harmonic Processes
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    Chapter 79 Introduction to the Contest “Social Milieus in Dortmund”
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    Chapter 80 Application of a Genetic Algorithm to Variable Selection in Fuzzy Clustering
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    Chapter 81 Annealed κ -Means Clustering and Decision Trees
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    Chapter 82 Correspondence Clustering of Dortmund City Districts
Overall attention for this book and its chapters
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Title
Classification - the Ubiquitous Challenge
Published by
Springer Science & Business Media, June 2005
DOI 10.1007/3-540-28084-7
ISBNs
978-3-54-025677-9, 978-3-54-028084-2
Editors

Weihs, Claus, Gaul, Wolfgang

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Australia 1 6%
Norway 1 6%
United States 1 6%
Belgium 1 6%
Unknown 12 75%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 6 38%
Student > Master 4 25%
Other 2 13%
Student > Doctoral Student 2 13%
Researcher 1 6%
Other 1 6%
Readers by discipline Count As %
Computer Science 6 38%
Social Sciences 4 25%
Mathematics 1 6%
Arts and Humanities 1 6%
Psychology 1 6%
Other 3 19%