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Algorithms from and for Nature and Life
This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operations research, and statistics. In addition to theory-oriented contributions various application areas are included. Moreover, traditional classification research directions concerning network data, graphs, and social relationships as well as statistical musicology describe examples for current interest fields tackled by the authors. The book comprises a total of 55 selected papers presented at the Joint Conference of the German Classification Society (GfKl), the German Association for Pattern Recognition (DAGM), and the Symposium of the International Federation of Classification Societies (IFCS) in 2011.
Data Science, Learning by Latent Structures, and Knowledge Discovery
This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering and pattern recognition methods; strategies for modeling complex data and mining large data sets; applications of advanced methods in specific domains of practice. The contributions offer interesting applications to various disciplines such as psychology, biology, medical and health sciences; economics, marketing, banking and finance; engineering; geography and geology; archeology, sociology, educational sciences, linguistics and musicology; library science. The book contains the selected and peer-reviewed papers presented during the European Conference on Data Analysis (ECDA 2013) which was jointly held by the German Classification Society (GfKl) and the French-speaking Classification Society (SFC) in July 2013 at the University of Luxembourg.
Conjoint Measurement
This fascinating book covers all the recent developments in conjoint analysis. Leading scientists present different aspects of the theory and applications of this technique. A wide variety of models, techniques, and applications are discussed, including normative models that maximize return, extension of choice-based conjoint simulations, latent class, hierarchical Bayes modeling, new choice simulators, and normative models for representing competitive actions and reactions (based on game theory).
Bundesliga 2017-18
The 2017-18 Bundesliga season saw Bayern Munich continue their complete domination, setting a new record with their sixth consecutive title and their 27th in all.. Schalke finished as runners-up. Finally, Hamburg were relegated to Bundesliga 2 for the first time in their history, after several years of struggle against the drop. This 380-page book details every league match of the season, with week-by-week tables showing the teams' movements throughout the 34 rounds of matches. Every match line-up is included, along with details of every player appearance. Finally, a comprehensive statistics section contains analyses of clubs' average goals, points achieved, disciplinary records, possession percentages, shots accuracy, player assists, pass completion rates and much more. Fully in English.
Bundesliga 2011-2012
The exciting conclusion to the 2011-12 Bundesliga season saw Borussia Dortmund retain the title with a record points total ahead of Bayern Munich. At the other end of the table there were stormy relegations for Cologne and Hertha Berlin as well as a poor Kaiserslautern side. Augsburg surprised many by keeping their Bundesliga status in their debut season. Schalke 04 will join the top two in the Champions League in 2012-13 thanks in no small part to Klaas-Jan Huntelaar's 29 league goals. This 373-page book details every match of the season, with week-by-week tables showing the teams' movements throughout the 34 rounds of matches. Every match line-up is included, along with details of every player appearance. Finally, this comprehensive record also provides statistics on attendances, referees performances, disciplinary records and goalscorers. Fully in English.
Challenges at the Interface of Data Analysis, Computer Science, and Optimization
This volume provides approaches and solutions to challenges occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find the best possible interpretation of data for the underlying problem situations. Beside traditional classification research, the book focuses on current interests in fields such as the analysis of social relationships as well as statistical musicology.
Digitalization Cases
This book presents a rich compilation of real-world cases on digitalization, the goal being to share first-hand insights from respected organizations and to make digitalization more tangible. As virtually every economic and societal sector is now being challenged by emerging technologies, the digital economy is a highly volatile, uncertain, complex and ambiguous place – and one that holds substantial challenges and opportunities for established organizations. Against this backdrop, this book reports on best practices and lessons learned from organizations that have succeeded in overcoming the challenges and seizing the opportunities of the digital economy. It illustrates how twenty-one org...
Conjoint Measurement
Covers all recent developments in Conjoint Analysis. Leading scientists present theory and applications of this technique. In short, the following models, techniques, and applications are discussed: normative models that maximize return, extension of choice-based conjoint simulations, latent class, hierarchical Bayes modelling, new choice simulators, normative models for representing competitive actions and reactions (based on game theory), applications in diverse areas, computation of monetary equivalents of part worth, share/return optimisation (including Pareto frontier analysis), coupling of conjoint analysis with the perceptual and preference mapping of choice simulator results.
Classification as a Tool for Research
Clustering and Classification, Data Analysis, Data Handling and Business Intelligence are research areas at the intersection of statistics, mathematics, computer science and artificial intelligence. They cover general methods and techniques that can be applied to a vast set of applications such as in business and economics, marketing and finance, engineering, linguistics, archaeology, musicology, biology and medical science. This volume contains the revised versions of selected papers presented during the 11th Biennial IFCS Conference and 33rd Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was organized in cooperation with the International Federation of Classification Societies (IFCS), and was hosted by Dresden University of Technology, Germany, in March 2009.
