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

Perception-based Data Mining and Decision Making in Economics and Finance
Title Perception-based Data Mining and Decision Making in Economics and Finance PDF eBook
Author Ildar Batyrshin
Publisher Springer
Pages 374
Release 2007-04-05
Genre Technology & Engineering
ISBN 3540362479

Download Perception-based Data Mining and Decision Making in Economics and Finance Book in PDF, Epub and Kindle

The primary goal of this book is to present to the scientific and management communities a selection of applications using more recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniques meant to solve the economics and financial problems. 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. Decision making in the present world is becoming more and more sophisticated, time consuming and difficult for human beings who require more and more computational support. This book addresses the significant increase on research and applications of Soft Computing and Computing with Words and Perceptions for decision making in Economics and Finance in recent years. Decision making is heavily based on information and knowledge usually extracted from the analysis of large amounts of data. Data mining techniques enabled with the capability to integrate human experience could be used for a more realistic business decision support. Computing with Words and Perceptions introduced by Lotfi Zadeh, can serve as a basis for such extension of traditional data mining and decision making systems. Fuzzy logic as a main constituent of CWP gives powerful tools for modeling and processing linguistic information defined on numerical domain.

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

Perception-based Data Mining and Decision Making in Economics and Finance
Title Perception-based Data Mining and Decision Making in Economics and Finance PDF eBook
Author Ildar Batyrshin
Publisher Springer Science & Business Media
Pages 374
Release 2007-03-15
Genre Computers
ISBN 3540362444

Download Perception-based Data Mining and Decision Making in Economics and Finance Book in PDF, Epub and Kindle

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.

Forging New Frontiers: Fuzzy Pioneers I

Forging New Frontiers: Fuzzy Pioneers I
Title Forging New Frontiers: Fuzzy Pioneers I PDF eBook
Author Masoud Nikravesh
Publisher Springer
Pages 462
Release 2007-09-27
Genre Technology & Engineering
ISBN 3540731822

Download Forging New Frontiers: Fuzzy Pioneers I Book in PDF, Epub and Kindle

The chapters of the book are evolved from presentations made by selected participants at the 2005 BISC International Special Event, held at the University of California at Berkely. The papers include reports from the different front of soft computing in various industries and address the problems of different fields of research in fuzzy logic, fuzzy set and soft computing. The book provides a collection of forty-four articles in two volumes.

Theoretical Advances and Applications of Fuzzy Logic and Soft Computing

Theoretical Advances and Applications of Fuzzy Logic and Soft Computing
Title Theoretical Advances and Applications of Fuzzy Logic and Soft Computing PDF eBook
Author Oscar Castillo
Publisher Springer Science & Business Media
Pages 893
Release 2007-06-08
Genre Computers
ISBN 3540724338

Download Theoretical Advances and Applications of Fuzzy Logic and Soft Computing Book in PDF, Epub and Kindle

This book comprises a selection of papers on theoretical advances and applications of fuzzy logic and soft computing from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007. These papers constitute an important contribution to the theory and applications of fuzzy logic and soft computing methodologies.

Temporal Data Mining

Temporal Data Mining
Title Temporal Data Mining PDF eBook
Author Theophano Mitsa
Publisher CRC Press
Pages 398
Release 2010-03-10
Genre Business & Economics
ISBN 1420089773

Download Temporal Data Mining Book in PDF, Epub and Kindle

From basic data mining concepts to state-of-the-art advances, this book covers the theory of the subject as well as its application in a variety of fields. It discusses the incorporation of temporality in databases as well as temporal data representation, similarity computation, data classification, clustering, pattern discovery, and prediction. The book also explores the use of temporal data mining in medicine and biomedical informatics, business and industrial applications, web usage mining, and spatiotemporal data mining. Along with various state-of-the-art algorithms, each chapter includes detailed references and short descriptions of relevant algorithms and techniques described in other references.

Proceedings of the XIV INTERNATIONAL SYMPOSIUM SYMORG 2014

Proceedings of the XIV INTERNATIONAL SYMPOSIUM SYMORG 2014
Title Proceedings of the XIV INTERNATIONAL SYMPOSIUM SYMORG 2014 PDF eBook
Author Aleksandar Marković
Publisher FON
Pages 1795
Release 2014-06-05
Genre Business & Economics
ISBN 8676802955

Download Proceedings of the XIV INTERNATIONAL SYMPOSIUM SYMORG 2014 Book in PDF, Epub and Kindle

Multi-disciplinary Trends in Artificial Intelligence

Multi-disciplinary Trends in Artificial Intelligence
Title Multi-disciplinary Trends in Artificial Intelligence PDF eBook
Author Sheela Romanna
Publisher Springer
Pages 355
Release 2013-11-27
Genre Computers
ISBN 3642449492

Download Multi-disciplinary Trends in Artificial Intelligence Book in PDF, Epub and Kindle

This book constitutes the thoroughly refereed conference proceedings of the 7th International Conference on Multi-disciplinary Trends in Artificial Intelligence, MIWAI 2013, held in Krabi, Thailand, in December 2013. The 30 full papers were carefully reviewed and selected from 65 submissions and cover topics such as cognitive science, computational intelligence, computational philosophy, game theory, machine learning, multi-agent systems, natural language, representation and reasoning, speech, vision and the web.