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Author: Andreas Fink
Publisher: Springer Science & Business Media
ISBN: 364201044X
Category : Computers
Languages : en
Pages : 767
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Book Description
Data Analysis, Data Handling and Business Intelligence 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 in marketing, finance, economics, engineering, linguistics, archaeology, musicology, medical science, and biology. This volume contains the revised versions of selected papers presented during the 32nd Annual Conference of the German Classification Society (Gesellschaft für Klassifikation, GfKl). The conference, which was organized in cooperation with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), was hosted by Helmut-Schmidt-University, Hamburg, Germany, in July 2008.
Author: Andreas Fink
Publisher: Springer Science & Business Media
ISBN: 364201044X
Category : Computers
Languages : en
Pages : 767
Get Book Here
Book Description
Data Analysis, Data Handling and Business Intelligence 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 in marketing, finance, economics, engineering, linguistics, archaeology, musicology, medical science, and biology. This volume contains the revised versions of selected papers presented during the 32nd Annual Conference of the German Classification Society (Gesellschaft für Klassifikation, GfKl). The conference, which was organized in cooperation with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), was hosted by Helmut-Schmidt-University, Hamburg, Germany, in July 2008.
Author: Michel Verleysen
Publisher: Presses universitaires de Louvain
ISBN: 2875870157
Category :
Languages : en
Pages : 615
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Book Description
Author: Geyer-Schulz, Andreas
Publisher: KIT Scientific Publishing
ISBN: 3731505819
Category :
Languages : en
Pages : 190
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Book Description
Author: Kerrie L. Mengersen
Publisher: John Wiley & Sons
ISBN: 1119998441
Category : Mathematics
Languages : en
Pages : 352
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Book Description
This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The parameters describe the component distributions of the mixture; the distributions may be continuous or discrete. The editors provide a complete account of the applications, mathematical structure and statistical analysis of finite mixture distributions along with MCMC computational methods, together with a range of detailed discussions covering the applications of the methods and features chapters from the leading experts on the subject. The applications are drawn from scientific discipline, including biostatistics, computer science, ecology and finance. This area of statistics is important to a range of disciplines, and its methodology attracts interest from researchers in the fields in which it can be applied.
Author: Susan Hallam
Publisher: Oxford University Press
ISBN: 0191034460
Category : Psychology
Languages : en
Pages : 1143
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Book Description
The second edition of The Oxford Handbook of Music Psychology updates the original landmark text and provides a comprehensive review of the latest developments in this fast-growing area of research. Covering both experimental and theoretical perspectives, each of the 11 sections is edited by an internationally recognised authority in the area. The first ten parts present chapters that focus on specific areas of music psychology: the origins and functions of music; music perception, responses to music; music and the brain; musical development; learning musical skills; musical performance; composition and improvisation; the role of music in everyday life; and music therapy. In each part authors critically review the literature, highlight current issues and explore possibilities for the future. The final part examines how, in recent years, the study of music psychology has broadened to include a range of other disciplines. It considers the way that research has developed in relation to technological advances, and points the direction for further development in the field. With contributions from internationally recognised experts across 55 chapters, it is an essential resource for students and researchers in psychology and musicology.
Author: Giovanni C. Porzio
Publisher: Firenze University Press
ISBN: 8855183400
Category : Business & Economics
Languages : en
Pages : 455
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Book Description
The book collects the short papers presented at the 13th Scientific Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society (SIS). The meeting has been organized by the Department of Statistics, Computer Science and Applications of the University of Florence, under the auspices of the Italian Statistical Society and the International Federation of Classification Societies (IFCS). CLADAG is a member of the IFCS, a federation of national, regional, and linguistically-based classification societies. It is a non-profit, non-political scientific organization, whose aims are to further classification research.
Author: Inguna Skadiņa
Publisher: Springer
ISBN: 3319990047
Category : Computers
Languages : en
Pages : 326
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Book Description
This book provides an overview of how comparable corpora can be used to overcome the lack of parallel resources when building machine translation systems for under-resourced languages and domains. It presents a wealth of methods and open tools for building comparable corpora from the Web, evaluating comparability and extracting parallel data that can be used for the machine translation task. It is divided into several sections, each covering a specific task such as building, processing, and using comparable corpora, focusing particularly on under-resourced language pairs and domains. The book is intended for anyone interested in data-driven machine translation for under-resourced languages and domains, especially for developers of machine translation systems, computational linguists and language workers. It offers a valuable resource for specialists and students in natural language processing, machine translation, corpus linguistics and computer-assisted translation, and promotes the broader use of comparable corpora in natural language processing and computational linguistics.
Author: Shintaro Okazaki
Publisher: Edward Elgar Publishing
ISBN: 1781001049
Category : Business & Economics
Languages : en
Pages : 577
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Book Description
'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, rise of BRIC countries, and increasing concern for localization of advertising. Confident in predictions and bold in recommendations, this book is written with ambition, scope, and verve that sets it apart from the usual advertising books.' – Subhash C. Jain, University of Connecticut, US The Handbook of Research on International Advertising presents the latest thinking, experiences and results in a wide variety of areas in international advertising. It incorporates those visions and insights into areas that have seldom been touched in prior international advertising research, such as research in digital media, retrospective research, cultural psychology, and innovative methodologies. Forming a major reference tool, the Handbook provides comprehensive coverage of the area, including entries on: theoretical advances in international advertising research, culture and its impact on advertising effectiveness, online media strategy in global advertising, methodological issues in international advertising, effectiveness of specific creative techniques, global advertising agencies, international perspectives of corporate reputation, transnational trust, global consumer cultural positioning, and performance of integrated marketing communications, among others. Researchers, students and practitioners in the fields of marketing, advertising, communication, and media management will find this important and stimulating resource invaluable.
Author: Joop Hox
Publisher: Psychology Press
ISBN: 113695127X
Category : Psychology
Languages : en
Pages : 408
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Book Description
This new handbook is the definitive resource on advanced topics related to multilevel analysis. The editors assembled the top minds in the field to address the latest applications of multilevel modeling as well as the specific difficulties and methodological problems that are becoming more common as more complicated models are developed. Each chapter features examples that use actual datasets. These datasets, as well as the code to run the models, are available on the book’s website http://www.hlm-online.com . Each chapter includes an introduction that sets the stage for the material to come and a conclusion. Divided into five sections, the first provides a broad introduction to the field that serves as a framework for understanding the latter chapters. Part 2 focuses on multilevel latent variable modeling including item response theory and mixture modeling. Section 3 addresses models used for longitudinal data including growth curve and structural equation modeling. Special estimation problems are examined in section 4 including the difficulties involved in estimating survival analysis, Bayesian estimation, bootstrapping, multiple imputation, and complicated models, including generalized linear models, optimal design in multilevel models, and more. The book’s concluding section focuses on statistical design issues encountered when doing multilevel modeling including nested designs, analyzing cross-classified models, and dyadic data analysis. Intended for methodologists, statisticians, and researchers in a variety of fields including psychology, education, and the social and health sciences, this handbook also serves as an excellent text for graduate and PhD level courses in multilevel modeling. A basic knowledge of multilevel modeling is assumed.
Author: Marie-Aude Aufaure
Publisher: Springer
ISBN: 3642273580
Category : Business & Economics
Languages : en
Pages : 207
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Book Description
Business Intelligence (BI) promises an organization the capability of collecting and analyzing internal and external data to generate knowledge and value, providing decision support at the strategic, tactical, and operational levels. Business Intelligence is now impacted by the Big Data phenomena and the evolution of society and users, and needs to take into account high-level semantics, reasoning about unstructured and structured data, and to provide a simplified access and better understanding of diverse BI tools accessible trough mobile devices. In particular, BI applications must cope with additional heterogeneous (often Web-based) sources, e.g., from social networks, blogs, competitors’, suppliers’, or distributors’ data, governmental or NGO-based analysis and papers, or from research publications. The lectures held at the First European Business Intelligence Summer School (eBISS), which are presented here in an extended and refined format, cover not only established BI technologies like data warehouses, OLAP query processing, or performance issues, but extend into new aspects that are important in this new environment and for novel applications, e.g., semantic technologies, social network analysis and graphs, services, large-scale management, or collaborative decision making. Combining papers by leading researchers in the field, this volume will equip the reader with the state-of-the-art background necessary for inventing the future of BI. It will also provide the reader with an excellent basis and many pointers for further research in this growing field.
