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07485nam a22005775i 4500 |
| 001 - CONTROL NUMBER |
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978-3-540-34777-4 |
| 003 - CONTROL NUMBER IDENTIFIER |
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DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20161121231120.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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100301s2006 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783540347774 |
| -- |
978-3-540-34777-4 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.1007/3-540-34777-1 |
| Source of number or code |
doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
Q334-342 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
TJ210.2-211.495 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
UYQ |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
TJFM1 |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
COM004000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.3 |
| Edition number |
23 |
| 245 10 - TITLE STATEMENT |
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| Title |
Soft Methods for Integrated Uncertainty Modelling |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
edited by Jonathan Lawry, Enrique Miranda, Alberto Bugarin, Shoumei Li, Maria Angeles Gil, Przemys aw Grzegorzewski, Olgierd Hyrniewicz. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
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| Place of production, publication, distribution, manufacture |
Berlin, Heidelberg : |
| Name of producer, publisher, distributor, manufacturer |
Springer Berlin Heidelberg, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2006. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
X, 413 p. 59 illus. |
| Other physical details |
online resource. |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media type term |
computer |
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c |
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rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
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| File type |
text file |
| Encoding format |
PDF |
| Source |
rda |
| 490 1# - SERIES STATEMENT |
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| Series statement |
Advances in Soft Computing, |
| International Standard Serial Number |
1615-3871 ; |
| Volume/sequential designation |
37 |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Keynote Papers -- Generalized Theory of Uncertainty (GTU) – Principal Concepts and Ideas -- Reasoning with Vague Probability Assessments -- Soft Methods in Earth Systems Engineering -- Statistical Data Processing under Interval Uncertainty: Algorithms and Computational Complexity -- Soft Methods in Statistics and Random Information Systems -- On Testing Fuzzy Independence -- Variance Decomposition of Fuzzy Random Variables -- Fuzzy Histograms and Density Estimation -- Graded Stochastic Dominance as a Tool for Ranking the Elements of a Poset -- On Neyman-Pearson Lemma for Crisp, Random and Fuzzy Hypotheses -- Fuzzy Probability Distributions Induced by Fuzzy Random Vectors -- On the Identifiability of TSK Additive Fuzzy Rule-Based Models -- An Asymptotic Test for Symmetry of Random Variables Based on Fuzzy Tools -- Exploratory Analysis of Random Variables Based on Fuzzifications -- A Method to Simulate Fuzzy Random Variables -- Friedman’s Test for Ambiguous and Missing Data -- Probability of Imprecisely-Valued Random Elements with Applications -- Measure-Free Martingales with Application to Classical Martingales -- A Note on Random Upper Semicontinuous Functions -- Optional Sampling Theorem and Representation of Set-Valued Amart -- On a Choquet Theorem for Random Upper Semicontinuous Functions -- A General Law of Large Numbers, with Applications -- Applications and Modelling of Imprecise Operators -- Fuzzy Production Planning Model for Automobile Seat Assembling -- Optimal Selection of Proportional Bounding Quantifiers in Linguistic Data Summarization -- A Linguistic Quantifier Based Aggregation for a Human Consistent Summarization of Time Series -- Efficient Evaluation of Similarity Quantified Expressions in the Temporal Domain -- Imprecise Probability Theory -- Conditional Lower Previsions for Unbounded Random Quantities -- Extreme Lower Probabilities -- Equivalence Between Bayesian and Credal Nets on an Updating Problem -- Varying Parameter in Classification Based on Imprecise Probabilities -- Comparing Proportions Data with Few Successes -- A Unified View of Some Representations of Imprecise Probabilities -- Possibility, Evidence and Interval Methods -- Estimating an Uncertain Probability Density -- Theory of Evidence with Imperfect Information -- Conditional IF-probability -- On Two Ways for the Probability Theory on IF-sets -- A Stratification of Possibilistic Partial Explanations -- Finite Discrete Time Markov Chains with Interval Probabilities -- Evidence and Compositionality -- High Level Fuzzy Labels for Vague Concepts -- Integrated Uncertainty Modelling in Applications -- Possibilistic Channels for DNA Word Design -- Transformation of Possibility Functions in a Climate Model of Intermediate Complexity -- Fuzzy Logic for Stochastic Modeling -- A CUSUM Control Chart for Fuzzy Quality Data -- A Fuzzy Synset-Based Hidden Markov Model for Automatic Text Segmentation -- Applying Fuzzy Measures for Considering Interaction Effects in Fine Root Dispersal Models -- Scoring Feature Subsets for Separation Power in Supervised Bayes Classification -- Interval Random Variables and Their Application in Queueing Systems with Long–Tailed Service Times -- Online Learning for Fuzzy Bayesian Prediction. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This edited volume is the proceedings of the 2006 International Conference on Soft Methods in Probability and Statistics (SMPS 2006) hosted by the Artificial Intelligence Group at the University of Bristol, between 5-7 September 2006. This is the third of a series of biennial conferences organized in 2002 by the Systems Research Institute from the Polish Academy of Sciences in Warsaw, and in 2004 by the Department of Statistics and Operational Research at the University of Oviedo in Spain. These conferences provide a forum for discussion and research into the fusion of soft methods with probability and statistics, with the ultimate goal of integrated uncertainty modelling in complex systems involving human factors. In addition to probabilistic factors such as measurement error and other random effects, the modelling process often requires us to make qualitative and subject judgments that cannot easily be translated into precise probability values. Such judgments give rise to a number of different types of uncertainty including; fuzziness if they are based on linguistic information; epistemic uncertainty when their reliability is in question; ignorance when they are insufficient to identify or restrict key modelling parameters; imprecision when parameters and probability distributions can only be estimated within certain bounds. Statistical theory has not traditionally been concerned with modelling uncertainty arising in this manner but soft methods, a range of powerful techniques developed within AI, attempt to address those problems where the encoding of subjective information is unavoidable. These are mathematically sound uncertainty modelling methodologies which are complementary to conventional statistics and probability theory. Therefore, a more realistic modelling process providing decision makers with an accurate reflection of the true current state of our knowledge (and ignorance) requires an integrated framework incorporating both probability theory, statistics and soft methods. This fusion motivates innovative research at the interface between computer science (AI), mathematics and systems engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Applied mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Engineering mathematics. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial Intelligence (incl. Robotics). |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Appl.Mathematics/Computational Methods of Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Applications of Mathematics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Lawry, Jonathan. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Miranda, Enrique. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Bugarin, Alberto. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Li, Shoumei. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gil, Maria Angeles. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Grzegorzewski, Przemys aw. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Hyrniewicz, Olgierd. |
| Relator term |
editor. |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
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| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
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| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
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| Relationship information |
Printed edition: |
| International Standard Book Number |
9783540347767 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Advances in Soft Computing, |
| International Standard Serial Number |
1615-3871 ; |
| Volume/sequential designation |
37 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
http://dx.doi.org/10.1007/3-540-34777-1 |
| 912 ## - |
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| -- |
ZDB-2-ENG |
