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Classification and Data Analysis

Overview of attention for book
Classification and Data Analysis
Springer International Publishing

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Comparison of Proposals of Transformation of Nominants into Stimulants on the Example of Financial Ratios of Companies Listed on the Warsaw Stock Exchange
  3. Altmetric Badge
    Chapter 2 Silhouette Index as Clustering Evaluation Tool
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    Chapter 3 The Role of Discretization of Continuous Variables in Socioeconomic Classification Models on the Example of Logistic Regression Models and Artificial Neural Networks
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    Chapter 4 Intuitionistic Fuzzy Synthetic Measure for Ordinal Data
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    Chapter 5 Improving Classification Accuracy of Ensemble Learning for Symbolic Data Trough Neural Networks’ Feature Extraction
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    Chapter 6 Inequality Restricted Least Squares (IRLS) Model of Real Estate Prices
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    Chapter 7 Application of Hill Estimator to Assess Extreme Risks in the Metals Market
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    Chapter 8 Segmentation of Enterprises on the Basis of Their Duration Using Survival Trees—Results of an Analysis for Legal Persons and Organizational Entities Without Legal Personality in the Łódzkie Voivodship
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    Chapter 9 Corporate Bankruptcy Prediction with the Use of the Logit Leaf Model
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    Chapter 10 The Impact of Longevity on a Valuation of Long-Term Investments Returns: The Case of Selected European Countries
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    Chapter 11 Sustainable Development and Green Economy in the European Union Countries—Statistical Analysis
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    Chapter 12 The Review of Indicators of Data Quality in Intra-Community Trade in Goods. The Choice of an Indicator and Its Effect on the Ranking of Countries
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    Chapter 13 Development of ICT in Poland in Comparison with the European Union Countries—Multivariate Statistical Analysis
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    Chapter 14 Sensitivity Analysis in Causal Mediation Effects for TAM Model
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    Chapter 15 Prentice–Williams–Peterson Models in the Assessment of the Influence of the Characteristics of the Unemployed on the Intensity of Subsequent Registrations in the Labour Office
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    Chapter 16 Right-Skewed Distribution of Features and the Identification Problem of the Financial Autonomy of Local Administrative Units
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    Chapter 17 Multi-criteria Rankings with Interdependent Criteria: Case of EU Countries on Their Way to Healthy Lives and Well-Being
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    Chapter 18 The Comparison of Income Distributions for Women and Men in the European Union Countries
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    Chapter 19 Common Stochastic Mortality Trends for Multiple European Populations
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    Chapter 20 Impact of the Selected Factors on the Men and Women Wages in Poland in 2014. The Conjoint Analysis Application
Attention for Chapter 2: Silhouette Index as Clustering Evaluation Tool
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About this Attention Score

  • Above-average Attention Score compared to outputs of the same age (52nd percentile)

Mentioned by

patent
1 patent

Citations

dimensions_citation
16 Dimensions

Readers on

mendeley
60 Mendeley
Summary Patents Dimensions citations
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Silhouette Index as Clustering Evaluation Tool
Chapter number 2
Book title
Classification and Data Analysis
Published in
Studies in Classification, Data Analysis, and Knowledge Organization, September 2019
DOI 10.1007/978-3-030-52348-0_2
Book ISBNs
978-3-03-052347-3, 978-3-03-052348-0
Authors

Andrzej Dudek, Dudek, Andrzej

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 60 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 60 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 7 12%
Unspecified 6 10%
Lecturer 6 10%
Student > Ph. D. Student 6 10%
Researcher 4 7%
Other 6 10%
Unknown 25 42%
Readers by discipline Count As %
Computer Science 7 12%
Unspecified 5 8%
Agricultural and Biological Sciences 3 5%
Biochemistry, Genetics and Molecular Biology 3 5%
Economics, Econometrics and Finance 3 5%
Other 12 20%
Unknown 27 45%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. 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 11 June 2024.
All research outputs
#8,862,170
of 26,173,059 outputs
Outputs from Studies in Classification, Data Analysis, and Knowledge Organization
#6
of 15 outputs
Outputs of similar age
#144,074
of 356,217 outputs
Outputs of similar age from Studies in Classification, Data Analysis, and Knowledge Organization
#1
of 1 outputs
Altmetric has tracked 26,173,059 research outputs across all sources so far. This one is in the 43rd percentile – i.e., 43% of other outputs scored the same or lower than it.
So far Altmetric has tracked 15 research outputs from this source. They receive a mean Attention Score of 2.8. This one scored the same or higher as 9 of them.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 356,217 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 52% of its contemporaries.
We're also able to compare this research output to 1 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them

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