Processing and Managing Complex Data for Decision Support:

Processing and Managing Complex Data for Decision Support

Product Description

In many decision support fields the data that is exploited tends to be more and more complex. To take this phenomenon into account, classical architectures of data warehouses or data mining algorithms must be completely re-evaluated. Processing and Managing Complex Data for Decision Support provides readers with an overview of the emerging field of complex data processing by bringing together various research studies and surveys in different subfields, and by highlighting the similarities between the different data, issues, and approaches. This book deals with important topics such as: complex data warehousing, including spatial, XML, and text warehousing; and complex data mining, including distance metrics and similarity measures, pattern management, multimedia, and gene sequence mining.\

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Perception-based Data Mining and Decision Making in Economics and Finance:

Perception-based Data Mining and Decision Makingin Economics and Finance

Product Description

The primary goal of this book is to present to the scientific and management communities a selection of applications using recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniques meant to solve some economics and financial problems that are of utmost importance. The book starts with a coverage of data mining tools and techniques that may be of use and significance for economic and financial analyses and applications.Notably, fuzzy and natural language based approaches and solutions for a more human consistent dealing with decision support, time series analysis, forecasting, clustering, etc. are discussed. The second part deals with various decision making models, particularly under probabilistic and fuzzy uncertainty, and their applications in solving a wide array of problems including portfolio optimization, option pricing, financial engineering, risk analysis etc. The selected examples could also serve as a starting point or as an opening out, in the SC and CWP techniques application to a wider range of problems in economics and finance.

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Innovations in Design & Decision Support Systems in Architecture and Urban Planning:

Innovations in Design & Decision Support Systems in Architecture and Urban Planning

Product Description

Traditionally, the DDSS conferences aim to be a platform for both starting and experienced researchers who focus on the development and application of computer support in the areas of urban planning and architectural design. This results in an interesting mix of well-established research projects and first explorations. It also leads to a very valuable cross-over of theories, methods, and technologies for support systems in the two different areas, architecture and urban planning. This volume contains 31 peer reviewed papers from this year’s conference that are organised into seven sections: Land Use Simulation and Visualisation, Multi-Agent Models for Movement Simulation, Multi-Agent Models for Urban Development, Managing and Deploying Design Knowledge, Urban Decision-Making, Design Interactivity and Design Automation, and Virtual Environments and Augmented Reality. This book will bring researchers together and is a valuable resource for their continuous joint effort to improve the design and planning of our environment.

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