Data Analysis and Applications 2最新文献

Measuring Labor Market Transition Probabilities in Europe with Evidence from the EU-SILC 用欧盟- silc的证据衡量欧洲劳动力市场转型概率

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH9

M. Symeonaki, M. Karamessini, Glykeria Stamatopoulou

引用次数: 3

Monitoring the Compliance of Countries on Emissions Mitigation Using Dissimilarity Indices 利用差异指数监测各国对减排的遵守情况

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH5

Eleni Ketzaki, Stavros Rallakis, N. Farmakis, E. Sartzetakis

引用次数: 0

Context-specific Independence in Innovation Study 创新研究中的情境独立性

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH1

F. Nicolussi, M. Cazzaro

引用次数: 0

How Variation of Scores of the Programme for International Student Assessment can be Explained through Analysis of Information 如何通过信息分析解释国际学生评估项目分数的变化

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH11

V. Girardin, J. Lequesne, O. Thévenon

引用次数: 2

Bibliometric Variables Determining the Quality of a Dentistry Journal 决定牙科期刊质量的文献计量变量

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH3

Pilar Valderrama, M. Escabias, E. Jiménez-Contreras, M. Valderrama, P. Baca

引用次数: 4

Maximum Entropy and Distributions of Five-Star Ratings 五星评级的最大熵与分布

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH6

Yiannis Dimotikalis

引用次数: 0

Analysis of the Determinants and Outputs of Innovation in the Nordic Countries 北欧国家创新的决定因素与产出分析

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH2

Cátia Rosário, A. Costa, Ana Lorga da Silva

引用次数: 0

Analysis of Dependence among Growth Rates of GDP of V4 Countries Using Four-dimensional Vine Copulas 基于四维葡萄球菌的V4国家GDP增长率相关性分析

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH4

J. Komorník, M. Komorníková, T. Bacigál

引用次数: 0

A Topological Discriminant Analysis 拓扑判别分析

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH12

Rafik Abdesselam

{"title":"A Topological Discriminant Analysis","authors":"Rafik Abdesselam","doi":"10.1002/9781119579465.CH12","DOIUrl":"https://doi.org/10.1002/9781119579465.CH12","url":null,"abstract":"In this paper, we propose a new discriminant approach, called Topological Discriminant Analysis, which use a proximity measure in a topological context. The results of any operation of clustering or classification of objects strongly depend on the proximity measure chosen. The user has to select one measure among many existing ones. Yet, from a discrimination point of view, according to the notion of topological equivalence chosen, some measures are more or less equivalent. The concept of topological equivalence uses the basic notion of local neighborhood. In a discrimination context, we first define the topological equivalence between the chosen proximity measure and the perfect discrimination measure adapted to the data considered, through the adjacency matrix induced by each measure, then propose a new topological method of discrimination using this selected proximity measure. To judge the quality of discrimination, in addition to the classical percentage of objects well classified, we define a criterion for topological equivalence of discrimination. The principle of the proposed approach is illustrated using a real data set with conventional proximity measures of literature for quantitative variables. The results of the proposed Topological Discriminant Analysis, associated to the “best” discriminating proximity measure, are compared with those of classical metric models of discrimination, Linear Discriminant Analysis and Multinomial Logistic Regression.","PeriodicalId":175515,"journal":{"name":"Data Analysis and Applications 2","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133671238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Gender-Based Differences in the Impact of the Economic Crisis on Labor Market Flows in Southern Europe 经济危机对南欧劳动力市场流动影响的性别差异

Data Analysis and Applications 2 Pub Date : 2019-03-06 DOI: 10.1002/9781119579465.CH8

M. Symeonaki, M. Karamessini, Glykeria Stamatopoulou

引用次数: 4