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Advances in Intelligent Data Analysis V

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Cover of 'Advances in Intelligent Data Analysis V'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Pruning for Monotone Classification Trees
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    Chapter 2 Regularized Learning with Flexible Constraints
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    Chapter 3 Learning to Answer Emails
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    Chapter 4 A Semi-supervised Method for Learning the Structure of Robot Environment Interactions
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    Chapter 5 Using Domain Specific Knowledge for Automated Modeling
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    Chapter 6 Resolving Rule Conflicts with Double Induction
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    Chapter 7 A Novel Partial-Memory Learning Algorithm Based on Grey Relational Structure
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    Chapter 8 Constructing Hierarchical Rule Systems
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    Chapter 9 Text Categorization Using Hybrid Multiple Model Schemes
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    Chapter 10 Learning Dynamic Bayesian Networks from Multivariate Time Series with Changing Dependencies
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    Chapter 11 Topology and Intelligent Data Analysis
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    Chapter 12 Coherent Conditional Probability as a Measure of Information of the Relevant Conditioning Events
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    Chapter 13 Very Predictive Ngrams for Space-Limited Probabilistic Models
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    Chapter 14 Interval Estimation Naïve Bayes
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    Chapter 15 Mining Networks and Central Entities in Digital Libraries. A Graph Theoretic Approach Applied to Co-author Networks
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    Chapter 16 Learning Linear Classifiers Sensitive to Example Dependent and Noisy Costs
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    Chapter 17 An Effective Associative Memory for Pattern Recognition
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    Chapter 18 Similarity Based Classification
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    Chapter 19 Numerical Attributes in Decision Trees: A Hierarchical Approach
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    Chapter 20 Similarity-Based Neural Networks for Applications in Computational Molecular Biology
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    Chapter 21 Combining Pairwise Classifiers with Stacking
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    Chapter 22 APRIORI-SD: Adapting Association Rule Learning to Subgroup Discovery
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    Chapter 23 Solving Classification Problems Using Infix Form Genetic Programming
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    Chapter 24 What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier
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    Chapter 25 A Mixture Model Approach for Binned Data Clustering
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    Chapter 26 Fuzzy Clustering Based Segmentation of Time-Series
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    Chapter 27 An Iterated Local Search Approach for Minimum Sum-of-Squares Clustering
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    Chapter 28 Data Clustering in Tolerance Space
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    Chapter 29 Refined Shared Nearest Neighbors Graph for Combining Multiple Data Clusterings
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    Chapter 30 Clustering Mobile Trajectories for Resource Allocation in Mobile Environments
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    Chapter 31 Fuzzy Clustering of Short Time-Series and Unevenly Distributed Sampling Points
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    Chapter 32 Combining and Comparing Cluster Methods in a Receptor Database
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    Chapter 33 Selective Sampling with a Hierarchical Latent Variable Model
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    Chapter 34 Obtaining Quality Microarray Data via Image Reconstruction
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    Chapter 35 Large Scale Mining of Molecular Fragments with Wildcards
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    Chapter 36 Genome-Wide Prokaryotic Promoter Recognition Based on Sequence Alignment Kernel
  38. Altmetric Badge
    Chapter 37 Towards Automated Electrocardiac Map Interpretation: An Intelligent Contouring Tool Based on Spatial Aggregation
  39. Altmetric Badge
    Chapter 38 Study of Canada/US Dollar Exchange Rate Movements Using Recurrent Neural Network Model of FX-Market
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    Chapter 39 Gaussian Mixture Density Estimation Applied to Microarray Data
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    Chapter 40 Classification of Protein Localisation Patterns via Supervised Neural Network Learning
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    Chapter 41 Applying Intelligent Data Analysis to Coupling Relationships in Object-Oriented Software
  43. Altmetric Badge
    Chapter 42 The Smaller the Better: Comparison of Two Approaches for Sales Rate Prediction
  44. Altmetric Badge
    Chapter 43 A Multiagent-Based Constructive Approach for Feedforward Neural Networks
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    Chapter 44 Evolutionary System Identification via Descriptive Takagi Sugeno Fuzzy Systems
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    Chapter 45 Minimum Message Length Criterion for Second-Order Polynomial Model Selection Applied to Tropical Cyclone Intensity Forecasting
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    Chapter 46 On the Use of the GTM Algorithm for Mode Detection
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    Chapter 47 Regularization Methods for Additive Models
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    Chapter 48 Automated Detection of Influenza Epidemics with Hidden Markov Models
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    Chapter 49 Guided Incremental Construction of Belief Networks
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    Chapter 50 Distributed Regression for Heterogeneous Data Sets
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    Chapter 51 A Logical Formalisation of the Fellegi-Holt Method of Data Cleaning
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    Chapter 52 Compression Technique Preserving Correlations of a Multivariate Temporal Sequence
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    Chapter 53 Condensed Representations in Presence of Missing Values
  55. Altmetric Badge
    Chapter 54 Measures of Rule Quality for Feature Selection in Text Categorization
  56. Altmetric Badge
    Chapter 55 Genetic Approach to Constructive Induction Based on Non-algebraic Feature Representation
  57. Altmetric Badge
    Chapter 56 Active Feature Selection Based on a Very Limited Number of Entities
Overall attention for this book and its chapters
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Mentioned by

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1 X user

Citations

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Readers on

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Title
Advances in Intelligent Data Analysis V
Published by
ADS, January 2003
DOI 10.1007/978-3-540-45231-7
ISBNs
978-3-54-040813-0, 978-3-54-045231-7
Authors

Cohen, Paul R., Sutton, Charles A.

Editors

Michael R. Berthold, Hans-Joachim Lenz, Elizabeth Bradley, Rudolf Kruse, Christian Borgelt

X Demographics

X Demographics

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

Mendeley readers

The data shown below were compiled from readership statistics for 44 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 44 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 2 5%
Researcher 1 2%
Student > Master 1 2%
Unknown 40 91%
Readers by discipline Count As %
Engineering 2 5%
Computer Science 1 2%
Biochemistry, Genetics and Molecular Biology 1 2%
Unknown 40 91%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 23 June 2017.
All research outputs
#18,449,393
of 22,858,915 outputs
Outputs from ADS
#31,524
of 37,386 outputs
Outputs of similar age
#124,398
of 129,321 outputs
Outputs of similar age from ADS
#626
of 661 outputs
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So far Altmetric has tracked 37,386 research outputs from this source. They receive a mean Attention Score of 4.6. This one is in the 8th percentile – i.e., 8% of its peers scored the same or lower than it.
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