Kooperativer Bibliotheksverbund

UID:

Format: 1 Online-Ressource (XV, 384 p. 135 illus., 88 illus. in color)

Edition: 1st ed. 2022

ISBN: 9783031101908

Series Statement: Studies in Classification, Data Analysis, and Knowledge Organization

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-10189-2

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-10191-5

Language: English

DOI: 10.1007/978-3-031-10190-8

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 Online-Ressource (381 Seiten)

Edition: 1st ed

ISBN: 9783031101908

Series Statement: Studies in Classification, Data Analysis, and Knowledge Organization Series

Note: Description based on publisher supplied metadata and other sources , Intro -- Preface -- Contents -- About the Editors -- Methods -- Fuzzy Cognitive Maps as a Toll for Structuring New Research Problems -- 1 Introduction -- 2 Factors Decisive in the Choice and Development of Smart Specialisations-a Literature Review -- 3 Stages of Structuring the Research Problem with the Use of Fuzzy Cognitive Maps -- 4 Research Results -- 5 Discussion and Conclusions -- References -- Identification of Key Concerns and Sentiments Towards Data Quality and Data Strategy Challenges Using Sentiment Analysis and Topic Modeling -- 1 Introduction -- 2 Literature Study -- 3 Experiments Description -- 3.1 Data Extraction -- 3.2 Texts' Preprocessing -- 3.3 Sentiment Analysis and Topic Modelling -- 4 Results -- 5 Conclusion -- References -- Survival Trees and Direct Adjusted Survival Curves-Prediction of Survival Probabilities -- 1 Introduction -- 2 Theoretical Backgrounds -- 3 Empirical Examples -- 3.1 Data -- 3.2 Survival Trees -- 3.3 Survival Function Estimation -- 4 Summary and Conclusions -- References -- A Measure of Cluster Stability in Dynamic Cluster Analysis -- 1 Introduction -- 2 Method -- 3 Distribution of CS* -- 4 Examples -- 5 Conclusions -- References -- Outlier Identification for Symbolic Data with the Application of the DBSCAN Algorithm -- 1 Introduction -- 2 DBSCAN Ensemble for Symbolic Data -- 3 Simulations and Their Results -- 4 Final Remarks -- References -- An Optimized Selection of Statistical Disclosure Control Methods-A Case Study Involving Microdata from the Polish Survey of Accidents at Work -- 1 Introduction -- 2 Statistical Disclosure Control-Basic Concepts -- 3 The SDC Process in the Survey of Accidents at Work -- 4 Results of the SDC Process -- 5 Final Conclusions -- References -- Applications in Finance , Comparison of Influence of Various Proposals of Transforming Nominants into Stimulants on Linear Ordering and Grouping of Listed Companies -- 1 Introduction -- 2 Applied Methods of Transformation of Symmetric Nominants with a Recommended Range of Values into Stimulants Normalised in the Range langle0,1rangle -- 3 Measures Used to Compare the Results Obtained -- 4 Data and Results -- 5 Conclusions -- References -- Attributes Affecting the Exposure Time of a Residential Property -- 1 Introduction -- 2 Methodology -- 3 Data-Censored Observations -- 4 Duration Analysis Time on Market -- 5 Summary -- References -- Determinants of the Real Estate Prices in Poland -- 1 Introduction -- 2 Review of Relevant Literature -- 3 Data -- 4 Analytical Considerations and Statistical Model -- 5 Results -- 6 Conclusions -- References -- Similarity of Open-Ended Mutual Funds During a Pandemic. Research for Equity and Bond Funds -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Characteristics of the Selected Funds -- 5 Evaluation of Fund Performance and Similarity -- 6 Conclusions -- References -- Applications in Economics -- Application of Random Forests in the Study of Differences in Perception of the Neighbourhood of National Parks in the Euroregion Pomerania -- 1 Introduction -- 2 Euroregion Pomerania -- 3 Literature Review -- 4 Research Methodology -- 5 Empirical Results -- 6 Conclusions -- References -- Successes and Failures of Scientific Journals and Their Determinants -- 1 The Role of Scientific Journals in Publishing Research Result -- 2 Methods of Evaluating Scientific Journals -- 3 Research Methodology -- 3.1 Definition of Successes and Failures -- 3.2 The Overview of Potential Determinants of Journals' Successes and Failures -- 3.3 Identification and Evaluation of Determinants of Journals' Successes and Failures , 4 Analysis of Determinants of Journal Development Perspectives -- 4.1 The Scope of the Analysis and Sources of Data -- 4.2 The Analysis of Quantitative Potential Determinants -- 4.3 Qualitative Approach to the Analysis of Potential Determinants of Journal's Successes and Failures -- 4.4 The Evaluation of journal's Development Perspective Determinants with Random Forest Models -- 5 Conclusions -- References -- Spatial Effects in Regional Inequality Analysis of Own Income Potential Among Polish Communes -- 1 Introduction -- 2 Sources and Methods -- 2.1 Gini Index as a Non-spatial Measure of Inequality -- 2.2 Spatial Autocorrelation Measures -- 2.3 Rey and Smith's Spatial Inequality Measure and Its Proposed Modification -- 3 Results and Discussion -- 4 Summary and Conclusions -- References -- Evaluation of Quality of Neural Network Models and Discriminant Analysis in ROPO Forecasting -- 1 Deep Learning Methods -- 2 ROPO (Research Online, Purchase Offline) Behaviour of Tourists-Result of the Survey -- 3 Deep Learning Model -- 4 Final Remarks -- References -- The Application of Survival Analysis Methods in the Examination of Foreign Divestment in Poland -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Results of Empirical Research -- 5 Conclusions -- References -- Longevity Risk Versus Longevity Dividend -- 1 Introduction -- 2 Longevity Risk -- 2.1 Demographic Dividend -- 2.2 Longevity Dividend -- 3 Methodology -- 4 Impact on Longevity Dividend-Empirical Result -- 5 Conclusion -- References -- Applications in Social Issues -- Application of the Intuitionistic Fuzzy Synthetic Measure in the Subjective Quality of Life Measurement Based on Survey Data -- 1 Introduction -- 2 Intuitionistic Fuzzy Synthetic Measure for Aggregated Ordinal Data , 3 The Subjective Quality of Life of the European Cities' Residents in the Light of the Measurement Results Using the IFSM -- 4 Conclusions -- References -- Measuring Subjective Poverty: Methodological and Application Aspects -- 1 Introduction -- 2 Construction Procedure for the Subjective Household Poverty Index -- 3 Results of the Empirical Research -- 4 Summary -- References -- Graphic Characters as Twitter Age Group Identifiers -- 1 Graphic Characters in Text -- 2 Data Gathering and Pre-Processing -- 3 Age Group Identification-the GNG Network -- 4 Results -- 5 Conclusions -- References -- Cluster Ensemble Stability in Clustering of EU Members in Terms of Sustainable Development Goals -- 1 Introduction -- 2 Consensus Clustering -- 3 PAC Stability Measure -- 4 Empirical Results -- 4.1 Decent Work and Economic Growth -- 4.2 Industry, Innovations and Infrastructure -- 4.3 Responsible Consumption and Production -- 5 Conclusions -- References -- Perception of Climate Change-Differences Between the Y and BB Generations -- 1 Introduction -- 2 Research Background and Literature Review -- 3 Data and Methods -- 4 Factors of Pro-climate Actions of Europeans -- 5 Climate Change Perception and Personal Responsibility -- 6 Conclusions -- References -- Applications with COVID-19 Data -- Cash and Non-cash Payments for In-Store Purchases During the COVID-19 Pandemic - Similarities and Differences Between Generation X and Generation Y Consumers. Case of Poland -- 1 Introduction -- 2 Determinants of the Use of Cashless Payment Systems -- 3 Use of Cashless Payments During the COVID-19 Pandemic -- 4 Data, Variables and Method of Analysis -- 5 Results-Consumer Typology -- 6 Conclusions -- References -- Regional Labour Markets as a Result of the Impact of the COVID-19 Pandemic-A Polish-German Borderland Case Study -- 1 Introduction , 2 Literature Review and Conceptual Background -- 2.1 Borderland Regions and Their Specificity -- 2.2 Unemployment and the COVID-19 Pandemic -- 3 Empirical Analysis -- 3.1 Model -- 3.2 Data -- 3.3 Regional Disparities -- 4 Concluding Remarks -- 4.1 Conclusions on the Method and Its Universality -- 4.2 Conclusions on the Results -- References -- The Labour Market Consequences of the COVID-19 Pandemic in the European Union Countries: Selected Issues -- 1 Introduction -- 2 Research Background -- 3 Data and Methodology -- 4 Results and Discussion -- 5 Conclusions -- References -- Analysis of the Excessive Number of Deaths Related to the COVID-19 Pandemic in European Countries -- 1 Introduction -- 2 Method -- 3 Results -- 3.1 Overall Results -- 3.2 The Period: 01-06.2020 -- 3.3 The Period: 07-12.2020 -- 3.4 The Period: 01-06.2021 -- 3.5 Correlation and Spatial Autocorrelation in Basic Epidemic Development Statistics -- 4 Conclusion and Discussion -- References

Additional Edition: Erscheint auch als Druck-Ausgabe Jajuga, Krzysztof Modern Classification and Data Analysis Cham : Springer International Publishing AG,c2022 ISBN 9783031101892

Language: English

UID:

Format: XV, 384 p. 135 illus., 88 illus. in color. , online resource.

Edition: 1st ed. 2022.

ISBN: 9783031101908

Series Statement: Studies in Classification, Data Analysis, and Knowledge Organization,

Content: This volume presents a selection of peer-reviewed papers that address the latest developments in the methodology and applications of data analysis and classification tools to micro- and macroeconomic problems. The contributions were originally presented at the 30th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2021, held online in Poznań, Poland, September 8-10, 2021. Providing a balance between methodological and empirical studies, and covering a wide range of topics, the book is divided into five parts focusing on methods and applications in finance, economics, social issues and to COVID-19 data. The book is aimed at a wide audience, including researchers at universities and research institutions, PhD students, as well as practitioners, data scientists and employees in public statistical institutions.

Note: Methods -- Abstract Fuzzy Cognitive Maps as a Toll for Structuring New Research Problems -- Identification of key concerns and sentiments towards data quality and data strategy challenges using Sentiment Analysis and Topic Modeling -- Survival Trees and Direct Adjusted Survival Curves - Prediction of Survival Probabilities -- A Measure of Cluster Stability in Dynamic Cluster Analysis -- Outlier Identification for Symbolic Data with the Application of the DBSCAN Algorithm -- An optimised selection of statistical disclosure control methods - a case study involving microdata from the Polish survey of accidents at work -- Applications in Finance -- Comparison of Influence of Various Proposals of Transforming Nominants Into Stimulants on Linear Ordering and Grouping of Listed Companies -- Attributes affecting the exposure time of a residential property -- Determinants of the real estate prices in Poland -- Similarity of open-ended mutual funds during a pandemic. Research for equity and bond funds -- Applications in Economics -- Application of random forests in the study of differences in perception of the neighbourhood of national parks in the Euroregion Pomerania -- Successes and failures of scientific journals and their determinants -- Spatial effects in regional inequality analysis of own income potential among Polish communes -- Evaluation of quality of neural network models and discriminant analysis in ROPO forecasting -- The Application of Survival Analysis Methods in the Examination of Foreign Divestment in Poland -- Longevity risk versus longevity dividend -- Applications in Social Issues -- Application of the Intuitionistic Fuzzy Synthetic Measure in the subjective quality of life measurement based on survey data -- Measuring Subjective Poverty: Methodological and Application Aspects -- Graphic characters as Twitter age group identifiers -- Cluster Ensemble Stability in Clustering of EU Members in Terms of Sustainable Development Goals -- Perception of climate change - differences between the Y and BB generations -- Applications with COVID-19 Data -- Cash and non-cash payments for in-store purchases during the COVID-19 pandemic - similarities and differences between Generation X and Generation Y consumers. Case of Poland -- Regional labour markets as a result of the impact of the COVID-19 pandemic - a Polish-German borderland case study -- The Labour Market Consequences of the COVID-19 Pandemic in the European Union Countries: Selected Issues -- Analysis of the excessive number of deaths related to the COVID-19 pandemic in European countries.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783031101892

Additional Edition: Printed edition: ISBN 9783031101915

Language: English

DOI: 10.1007/978-3-031-10190-8

URL: https://doi.org/10.1007/978-3-031-10190-8

UID:

Format: 1 Online-Ressource(XV, 384 p. 135 illus., 88 illus. in color.)

Edition: 1st ed. 2022.

ISBN: 9783031101908

Series Statement: Studies in Classification, Data Analysis, and Knowledge Organization

Content: Methods -- Abstract Fuzzy Cognitive Maps as a Toll for Structuring New Research Problems -- Identification of key concerns and sentiments towards data quality and data strategy challenges using Sentiment Analysis and Topic Modeling -- Survival Trees and Direct Adjusted Survival Curves - Prediction of Survival Probabilities -- A Measure of Cluster Stability in Dynamic Cluster Analysis -- Outlier Identification for Symbolic Data with the Application of the DBSCAN Algorithm -- An optimised selection of statistical disclosure control methods – a case study involving microdata from the Polish survey of accidents at work -- Applications in Finance -- Comparison of Influence of Various Proposals of Transforming Nominants Into Stimulants on Linear Ordering and Grouping of Listed Companies -- Attributes affecting the exposure time of a residential property -- Determinants of the real estate prices in Poland -- Similarity of open-ended mutual funds during a pandemic. Research for equity and bond funds -- Applications in Economics -- Application of random forests in the study of differences in perception of the neighbourhood of national parks in the Euroregion Pomerania -- Successes and failures of scientific journals and their determinants -- Spatial effects in regional inequality analysis of own income potential among Polish communes -- Evaluation of quality of neural network models and discriminant analysis in ROPO forecasting -- The Application of Survival Analysis Methods in the Examination of Foreign Divestment in Poland -- Longevity risk versus longevity dividend -- Applications in Social Issues -- Application of the Intuitionistic Fuzzy Synthetic Measure in the subjective quality of life measurement based on survey data -- Measuring Subjective Poverty: Methodological and Application Aspects -- Graphic characters as Twitter age group identifiers -- Cluster Ensemble Stability in Clustering of EU Members in Terms of Sustainable Development Goals -- Perception of climate change – differences between the Y and BB generations -- Applications with COVID-19 Data -- Cash and non-cash payments for in-store purchases during the COVID-19 pandemic - similarities and differences between Generation X and Generation Y consumers. Case of Poland -- Regional labour markets as a result of the impact of the COVID-19 pandemic – a Polish-German borderland case study -- The Labour Market Consequences of the COVID-19 Pandemic in the European Union Countries: Selected Issues -- Analysis of the excessive number of deaths related to the COVID-19 pandemic in European countries.

Content: This volume presents a selection of peer-reviewed papers that address the latest developments in the methodology and applications of data analysis and classification tools to micro- and macroeconomic problems. The contributions were originally presented at the 30th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2021, held online in Poznań, Poland, September 8–10, 2021. Providing a balance between methodological and empirical studies, and covering a wide range of topics, the book is divided into five parts focusing on methods and applications in finance, economics, social issues and to COVID-19 data. The book is aimed at a wide audience, including researchers at universities and research institutions, PhD students, as well as practitioners, data scientists and employees in public statistical institutions.

Additional Edition: ISBN 9783031101892

Additional Edition: ISBN 9783031101915

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 9783031101892

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 9783031101915

Language: English

DOI: 10.1007/978-3-031-10190-8

URL: lizenzpflichtig

UID:

Format: 1 Online-Ressource (XV, 384 p. 135 illus., 88 illus. in color).

Edition: 1st ed. 2022

ISBN: 978-3-031-10190-8

Series Statement: Studies in Classification, Data Analysis, and Knowledge Organization

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-10189-2

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-10191-5

Language: English

DOI: 10.1007/978-3-031-10190-8

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 Online-Ressource (XV, 384 p. 135 illus., 88 illus. in color).

Edition: 1st ed. 2022

ISBN: 978-3-031-10190-8

Series Statement: Studies in Classification, Data Analysis, and Knowledge Organization

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-10189-2

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-10191-5

Language: English

DOI: 10.1007/978-3-031-10190-8

URL: Volltext  (URL des Erstveröffentlichers)