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Advances in Data Analysis

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Cover of 'Advances in Data Analysis'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Mixture Models for Classification
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    Chapter 2 How to Choose the Number of Clusters: The Cramer Multiplicity Solution
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    Chapter 3 Model Selection Criteria for Model-Based Clustering of Categorical Time Series Data: A Monte Carlo Study
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    Chapter 4 Cluster Quality Indexes for Symbolic Classification — An Examination
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    Chapter 5 Semi-Supervised Clustering: Application to Image Segmentation
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    Chapter 6 A Method for Analyzing the Asymptotic Behavior of the Walk Process in Restricted Random Walk Cluster Algorithm
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    Chapter 7 Cluster and Select Approach to Classifier Fusion
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    Chapter 8 Random Intersection Graphs and Classification
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    Chapter 9 Optimized Alignment and Visualization of Clustering Results
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    Chapter 10 Finding Cliques in Directed Weighted Graphs Using Complex Hermitian Adjacency Matrices
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    Chapter 11 Text Clustering with String Kernels in R
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    Chapter 12 Automatic Classification of Functional Data with Extremal Information
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    Chapter 13 Typicality Degrees and Fuzzy Prototypes for Clustering
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    Chapter 14 On Validation of Hierarchical Clustering
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    Chapter 15 Rearranging Classified Items in Hierarchies Using Categorization Uncertainty
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    Chapter 16 Localized Linear Discriminant Analysis
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    Chapter 17 Calibrating Classifier Scores into Probabilities
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    Chapter 18 Nonlinear Support Vector Machines Through Iterative Majorization and I-Splines
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    Chapter 19 Deriving Consensus Rankings from Benchmarking Experiments
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    Chapter 20 Classification of Contradiction Patterns
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    Chapter 21 Selecting SVM Kernels and Input Variable Subsets in Credit Scoring Models
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    Chapter 22 Simultaneous Selection of Variables and Smoothing Parameters in Geoadditive Regression Models
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    Chapter 23 Modelling and Analysing Interval Data
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    Chapter 24 Testing for Genuine Multimodality in Finite Mixture Models: Application to Linear Regression Models
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    Chapter 25 Happy Birthday to You, Mr. Wilcoxon!
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    Chapter 26 Equivalent Number of Degrees of Freedom for Neural Networks
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    Chapter 27 Model Choice for Panel Spatial Models: Crime Modeling in Japan
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    Chapter 28 A Boosting Approach to Generalized Monotonic Regression
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    Chapter 29 From Eigenspots to Fisherspots — Latent Spaces in the Nonlinear Detection of Spot Patterns in a Highly Varying Background
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    Chapter 30 Identifying and Exploiting Ultrametricity
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    Chapter 31 Factor Analysis for Extraction of Structural Components and Prediction in Time Series
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    Chapter 32 Classification of the U.S. Business Cycle by Dynamic Linear Discriminant Analysis
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    Chapter 33 Examination of Several Results of Different Cluster Analyses with a Separate View to Balancing the Economic and Ecological Performance Potential of Towns and Cities
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    Chapter 34 VOS: A New Method for Visualizing Similarities Between Objects
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    Chapter 35 Multidimensional Scaling of Asymmetric Proximities with a Dominance Point
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    Chapter 36 Single Cluster Visualization to Optimize Air Traffic Management
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    Chapter 37 Rescaling Proximity Matrix Using Entropy Analyzed by INDSCAL
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    Chapter 38 Canonical Forms for Frequent Graph Mining
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    Chapter 39 Applying Clickstream Data Mining to Real-Time Web Crawler Detection and Containment Using ClickTips Platform
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    Chapter 40 Plagiarism Detection Without Reference Collections
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    Chapter 41 Putting Successor Variety Stemming to Work
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    Chapter 42 Collaborative Filtering Based on User Trends
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    Chapter 43 Investigating Unstructured Texts with Latent Semantic Analysis
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    Chapter 44 Heterogeneity in Preferences for Odd Prices
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    Chapter 45 Classification of Reference Models
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    Chapter 46 Adaptive Conjoint Analysis for Pricing Music Downloads
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    Chapter 47 Improving the Probabilistic Modeling of Market Basket Data
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    Chapter 48 Classification in Marketing Research by Means of LEM2-generated Rules
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    Chapter 49 Pricing Energy in a Multi-Utility Market
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    Chapter 50 Disproportionate Samples in Hierarchical Bayes CBC Analysis
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    Chapter 51 Building on the Arules Infrastructure for Analyzing Transaction Data with R
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    Chapter 52 Balanced Scorecard Simulator — A Tool for Stochastic Business Figures
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    Chapter 53 Integration of Customer Value into Revenue Management
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    Chapter 54 Women’s Occupational Mobility and Segregation in the Labour Market: Asymmetric Multidimensional Scaling
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    Chapter 55 Multilevel Dimensions of Consumer Relationships in the Healthcare Service Market M-L IRT vs. M-L SEM Approach
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    Chapter 56 Data Mining in Higher Education
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    Chapter 57 Attribute Aware Anonymous Recommender Systems
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    Chapter 58 On the Notions and Properties of Risk and Risk Aversion in the Time Optimal Approach to Decision Making
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    Chapter 59 A Model of Rational Choice Among Distributions of Goal Reaching Times
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    Chapter 60 On Goal Reaching Time Distributions Estimated from DAX Stock Index Investments
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    Chapter 61 Credit Risk of Collaterals: Examining the Systematic Linkage between Insolvencies and Physical Assets in Germany
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    Chapter 62 Foreign Exchange Trading with Support Vector Machines
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    Chapter 63 The Influence of Specific Information on the Credit Risk Level
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    Chapter 64 Enhancing Bluejay with Scalability, Genome Comparison and Microarray Visualization
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    Chapter 65 Discovering Biomarkers for Myocardial Infarction from SELDI-TOF Spectra
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    Chapter 66 Joint Analysis of In-situ Hybridization and Gene Expression Data
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    Chapter 67 Unsupervised Decision Trees Structured by Gene Ontology (GO-UDTs) for the Interpretation of Microarray Data
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    Chapter 68 Clustering of Polysemic Words
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    Chapter 69 Classifying German Questions According to Ontology-Based Answer Types
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    Chapter 70 The Relationship of Word Length and Sentence Length: The Inter-Textual Perspective
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    Chapter 71 Comparing the Stability of Different Clustering Results of Dialect Data
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    Chapter 72 Part-of-Speech Discovery by Clustering Contextual Features
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    Chapter 73 A Probabilistic Framework for Audio-Based Tonal Key and Chord Recognition
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    Chapter 74 Using MCMC as a Stochastic Optimization Procedure for Monophonic and Polyphonic Sound
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    Chapter 75 Vowel Classification by a Neurophysiologically Parameterized Auditory Model
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    Chapter 76 Uncovering the Internal Structure of the Roman Brick and Tile Making in Frankfurt-Nied by Cluster Validation
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    Chapter 77 Where Did I See You Before... A Holistic Method to Compare and Find Archaeological Artifacts
Attention for Chapter 34: VOS: A New Method for Visualizing Similarities Between Objects
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Chapter title
VOS: A New Method for Visualizing Similarities Between Objects
Chapter number 34
Book title
Advances in Data Analysis
Published by
Springer, Berlin, Heidelberg, January 2007
DOI 10.1007/978-3-540-70981-7_34
Book ISBNs
978-3-54-070980-0, 978-3-54-070981-7
Authors

Nees Jan van Eck, Ludo Waltman, van Eck, Nees Jan, Waltman, Ludo

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 380 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Spain 1 <1%
Colombia 1 <1%
Netherlands 1 <1%
Australia 1 <1%
Unknown 376 99%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 56 15%
Student > Master 49 13%
Researcher 39 10%
Student > Doctoral Student 32 8%
Student > Bachelor 21 6%
Other 78 21%
Unknown 105 28%
Readers by discipline Count As %
Business, Management and Accounting 53 14%
Engineering 48 13%
Computer Science 32 8%
Social Sciences 26 7%
Economics, Econometrics and Finance 17 4%
Other 71 19%
Unknown 133 35%