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Data Analysis, Machine Learning and Applications
Data analysis and machine learning are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medical science, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and applications presented during the 31st Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was held at the Albert-Ludwigs-University in Freiburg, Germany, in March 2007.
Handbook of Partial Least Squares
This handbook provides a comprehensive overview of Partial Least Squares (PLS) methods with specific reference to their use in marketing and with a discussion of the directions of current research and perspectives. It covers the broad area of PLS methods, from regression to structural equation modeling applications, software and interpretation of results. The handbook serves both as an introduction for those without prior knowledge of PLS and as a comprehensive reference for researchers and practitioners interested in the most recent advances in PLS methodology.
Classification and Multivariate Analysis for Complex Data Structures
The growing capabilities in generating and collecting data has risen an urgent need of new techniques and tools in order to analyze, classify and summarize statistical information, as well as to discover and characterize trends, and to automatically bag anomalies. This volume provides the latest advances in data analysis methods for multidimensional data which can present a complex structure: The book offers a selection of papers presented at the first Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society. Special attention is paid to new methodological contributions from both the theoretical and the applicative point of views, in the fields of Clustering, Classification, Time Series Analysis, Multidimensional Data Analysis, Knowledge Discovery from Large Datasets, Spatial Statistics.
Measuring Country Image
Alexander Buhmann develops a new model for measuring the constitution and effects of country images by combining well-established concepts from national identity theory and attitude theory with a recent model from reputation management. The model is operationalized and tested in two surveys. Results show how different cognitive and affective dimensions of the country image affect each other and ultimately lead to the facilitation of behavioral intentions. The book introduces a theory-grounded approach to clarify the dimensionality of the country image. It is the first to operationalize and test the dimensions of the country image by combining formative and reflective measures in a mixed-specified model.
New Developments in Classification and Data Analysis
This volume contains revised versions of selected papers presented during the biannual meeting of the Classification and Data Analysis Group of SocietA Italiana di Statistica, which was held in Bologna, September 22-24, 2003. The scientific program of the conference included 80 contributed papers. Moreover it was possible to recruit six internationally renowned invited spe- ers for plenary talks on their current research works regarding the core topics of IFCS (the International Federation of Classification Societies) and Wo- gang Gaul and the colleagues of the GfKl organized a session. Thus, the conference provided a large number of scientists and experts from home and abroad with an attrac...
Handbook of Research on International Advertising
'Almost 50 of the leading researchers, teachers and thought leaders have come together to brilliantly cover the complex and evolving field of international advertising research. From culture to methodologies to the newest in digital approaches, international advertising research has never gotten as compete coverage as found in this one volume.' – Don E. Schultz, Northwestern University, US 'An excellent book for international marketing scholars and advertising executives that focuses on the complexity of making advertising decisions in a global world. The contributors identify how international advertising perspectives are being transformed by such changes as the emergence of social media,...
The Road to Luxury
Discover the meaning of the latest trends in the luxury industry with this resource from leading voices in the field The thoroughly revised Second Edition of The Road to Luxury: The New Frontiers in Luxury Brand Management delivers a comprehensive overview of the foundations of, and new developments in, luxury brands. The book discusses a new wave of mergers and acquisitions, the rise of Gucci, the growth of Balenciaga, a variety of new collaborations between different companies, a growing support for sustainability, and the COVID-19 pandemic. Readers will also benefit from the inclusion of: An insightful analysis of the impact and meaning of the COVID-19 for the luxury industry, particularly for market growth in China The creation of savoir faire and business plan competitions in the luxury industry LVMH's sponsoring of Viva Technology Perfect for students in MBA programs or taking degrees or courses in Luxury Brand Management, The Road to Luxury will also earn a place in the libraries of executives and managers in the luxury business, marketing, branding, and advertising professionals and companies, and entrepreneurs interested in the workings of the luxury industry.
Global Voice #15 An old thirst, a new desire
The Council on Business & Society publishes its 15th issue of Global Voice magazine: 100 pages, 28 contributors from the alliance’s 7 schools and guests, with 3 major sections – Education & Society, Leadership & Management, Entrepreneurship & Social Enterprise.
Partial Least Squares Path Modeling
This edited book presents the recent developments in partial least squares-path modeling (PLS-PM) and provides a comprehensive overview of the current state of the most advanced research related to PLS-PM. The first section of this book emphasizes the basic concepts and extensions of the PLS-PM method. The second section discusses the methodological issues that are the focus of the recent development of the PLS-PM method. The third part discusses the real world application of the PLS-PM method in various disciplines. The contributions from expert authors in the field of PLS focus on topics such as the factor-based PLS-PM, the perfect match between a model and a mode, quantile composite-based...
