MARC details
000 -LEADER |
fixed length control field |
03826nam a22005055i 4500 |
001 - CONTROL NUMBER |
control field |
978-3-540-36247-0 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
DE-He213 |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20170628034531.0 |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
fixed length control field |
cr nn 008mamaa |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
100301s2007 gw | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783540362470 |
-- |
978-3-540-36247-0 |
024 7# - OTHER STANDARD IDENTIFIER |
Standard number or code |
10.1007/978-3-540-36247-0 |
Source of number or code |
doi |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
TA329-348 |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
TA640-643 |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
TBJ |
Source |
bicssc |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
MAT003000 |
Source |
bisacsh |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
519 |
Edition number |
23 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Batyrshin, Ildar. |
Relator term |
editor. |
245 10 - TITLE STATEMENT |
Title |
Perception-based Data Mining and Decision Making in Economics and Finance |
Medium |
[electronic resource] / |
Statement of responsibility, etc |
edited by Ildar Batyrshin, Janusz Kacprzyk, Leonid Sheremetov, Lotfi A. Zadeh. |
264 #1 - |
-- |
Berlin, Heidelberg : |
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Springer Berlin Heidelberg, |
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2007. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
XVI, 367 p. |
Other physical details |
online resource. |
336 ## - |
-- |
text |
-- |
txt |
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rdacontent |
337 ## - |
-- |
computer |
-- |
c |
-- |
rdamedia |
338 ## - |
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online resource |
-- |
cr |
-- |
rdacarrier |
347 ## - |
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text file |
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PDF |
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rda |
490 1# - SERIES STATEMENT |
Series statement |
Studies in Computational Intelligence, |
International Standard Serial Number |
1860-949X ; |
Volume number/sequential designation |
36 |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Data Mining -- Towards Human-Consistent Data-Driven Decision Support Systems via Fuzzy Linguistic Data Summaries -- Moving Approximation Transform and Local Trend Associations in Time Series Data Bases -- Perception Based Patterns in Time Series Data Mining -- Perception-Based Functions in Qualitative Forecasting -- Towards Automated Share Investment System -- Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data -- Invariant Hierarchical Clustering Schemes -- Decision Making -- Fuzzy Components of Cooperative Markets -- Possibilistic–Probabilistic Models and Methods of Portfolio Optimization -- Toward Graded and Nongraded Variants of Stochastic Dominance -- Option Pricing in the Presence of Uncertainty -- Nonstochastic Model-Based Finance Engineering -- Collective Intelligence in Multiagent Systems: Interbank Payment Systems Application -- Fuzzy Models in Credit Risk Analysis. |
520 ## - SUMMARY, ETC. |
Summary, etc |
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. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Engineering. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Artificial intelligence. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Engineering mathematics. |
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Engineering. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Appl.Mathematics/Computational Methods of Engineering. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Artificial Intelligence (incl. Robotics). |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Kacprzyk, Janusz. |
Relator term |
editor. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Sheremetov, Leonid. |
Relator term |
editor. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Zadeh, Lotfi A. |
Relator term |
editor. |
710 2# - ADDED ENTRY--CORPORATE NAME |
Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
773 0# - HOST ITEM ENTRY |
Title |
Springer eBooks |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Display text |
Printed edition: |
International Standard Book Number |
9783540362449 |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Studies in Computational Intelligence, |
-- |
1860-949X ; |
Volume number/sequential designation |
36 |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="http://dx.doi.org/10.1007/978-3-540-36247-0">http://dx.doi.org/10.1007/978-3-540-36247-0</a> |
912 ## - |
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ZDB-2-ENG |