Springer Data Analysis and Rationality in a Complex World (Studies in Classification, Data Analysis, and Knowledge Organization)

Product Description This volume presents the latest advances in statistics and data science, including theoretical, methodological and computational developments and practical applications related to classification and clustering, data gathering, exploratory and multivariate data analysis, statistical modeling, and knowledge discovery and seeking. It includes contributions on analyzing and interpreting large, complex and aggregated datasets, and highlights numerous applications in economics, finance, computer science, political science and education. It gathers a selection of peer-reviewed contributions presented at the 16th Conference of the International Federation of Classification Societies (IFCS 2019), which was organized by the Greek Society of Data Analysis and held in Thessaloniki, Greece, on August 26-29, 2019. From the Back Cover This volume presents the latest advances in statistics and data science, including theoretical, methodological and computational developments and practical applications related to classification and clustering, data gathering, exploratory and multivariate data analysis, statistical modeling, and knowledge discovery and seeking. It includes contributions on analyzing and interpreting large, complex and aggregated datasets, and highlights numerous applications in economics, finance, computer science, political science and education. It gathers a selection of peer-reviewed contributions presented at the 16th Conference of the International Federation of Classification Societies (IFCS 2019), which was organized by the Greek Society of Data Analysis and held in Thessaloniki, Greece, on August 26-29, 2019. About the Author Theodore Chadjipadelis is a Full Professor of Applied Statistics at the School of Political Sciences at the Aristotle University of Thessaloniki, Greece and former Head of the Department from 2006 to 2009 and from 2013 to 2016. His main research interests are in the field of applied statistics, statistics education, electoral and political behaviour, urban and regional planning, and e-governance. He coordinates the Greek section of the C.C.S. (Comparative Candidates Survey) and the C.S.E.S. (Comparative Study of Electoral Systems) programmes. He has published more than 100 papers in international journals, encyclopedias, conference proceedings and edited books. Berthold Lausen is a Full Professor of Data Science and Head of the Department of Mathematical Sciences at the University of Essex, Colchester, UK, former president of the International Federation of Classification Societies (IFCS) from 2018 to 2019, former president of the Data Science Society (GfKl) from 2013 to 2019 and founding vice president of the European Association for Data Science (EuADS) from 2015 to 2018. Since 2014 he has lead on the introduction and development of data science education at the University of Essex. His research interests are in the field of artificial intelligence, biostatistics, classification, clinical research, data science and machine learning. He has published more than 100 papers in international journals, conference proceedings and edited books. Angelos Markos is an Associate Professor of Data Analysis in the Social Sciences at the School of Education at the Democritus University of Thrace, Greece. He is a Board Member of the Greek Society of Data Analysis since 2009. His research interests are in the field of multivariate data analysis, dimension reduction and clustering, particularly correspondence analysis and related methods. He has published more than 50 papers in international journals, encyclopedias, conference proceedings and edited books. Tae Rim Lee is an Honorary Professor of the Department of Data Science & Statistics, and former Dean of the College of Natural Science at the KNOU in Seoul. She is a biostatistician and her main research interests include tree-based classification model with CART, FACT, NN, kernel discrimination, deep learnin