The Resource Aggregation and Fusion of Imperfect Information, edited by Bernadette Bouchon-Meunier, (electronic resource)

Aggregation and Fusion of Imperfect Information, edited by Bernadette Bouchon-Meunier, (electronic resource)

Label
Aggregation and Fusion of Imperfect Information
Title
Aggregation and Fusion of Imperfect Information
Statement of responsibility
edited by Bernadette Bouchon-Meunier
Creator
Contributor
Editor
Provider
Subject
Language
eng
Summary
This book presents the main tools for aggregation of information given by several members of a group or expressed in multiple criteria, and for fusion of data provided by several sources. It focuses on the case where the availability knowledge is imperfect, which means that uncertainty and/or imprecision must be taken into account. The book contains both theoretical and applied studies of aggregation and fusion methods in the main frameworks: probability theory, evidence theory, fuzzy set and possibility theory. The latter is more developed because it allows to manage both imprecise and uncertain knowledge. Applications to decision-making, image processing, control and classification are described. The reader can find a state-of-the-art of the main methodologies, as well as more advanced results and descriptions of utilizations
Member of
http://library.link/vocab/creatorName
Bouchon-Meunier, Bernadette
Image bit depth
0
LC call number
  • Q334-342
  • TJ210.2-211.495
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Studies in Fuzziness and Soft Computing,
Series volume
12
http://library.link/vocab/subjectName
  • Computer science
  • Artificial intelligence
  • Economics, Mathematical
  • Operations research
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Operation Research/Decision Theory
  • Game Theory/Mathematical Methods
Label
Aggregation and Fusion of Imperfect Information, edited by Bernadette Bouchon-Meunier, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Aggregation Operators for Fusion under Fuzziness -- On Robust Aggregation Procedures -- Triangular Norm-Based Aggregation of Evidence Under Fuzziness -- Aggregation Functions Defined by t-Norms and t-Conorms -- Aggregation in Decision Making and Control -- Fuzzy Integral as a Flexible and Interpretable Tool of Aggregation -- Using Priorities in Aggregation Connectives -- Aggregation Operators for Fuzzy Rationality Measures -- Aggregation in Decision Making with Belief Structures -- Multistage Fuzzy Control with a Soft Aggregation of Stage Scores -- Fusion of Complementary Information -- From Semantic to Syntactic Approaches to Information Combination in Possibilistic Logic -- Aggregation of Imprecise Probabilities -- Fusion of Image Information under Imprecision -- Fuzzy Linguistic Methods for the Aggregation of Complementary Sensor Information -- Uncertain Data Aggregation in Classification and Tracking Processes -- A Generalized Fuzzy Clustering Model Based on Aggregation Operators and its Applications
Dimensions
unknown
Extent
VIII, 278 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783790818895
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-7908-1889-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-7908-1889-5
Label
Aggregation and Fusion of Imperfect Information, edited by Bernadette Bouchon-Meunier, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Aggregation Operators for Fusion under Fuzziness -- On Robust Aggregation Procedures -- Triangular Norm-Based Aggregation of Evidence Under Fuzziness -- Aggregation Functions Defined by t-Norms and t-Conorms -- Aggregation in Decision Making and Control -- Fuzzy Integral as a Flexible and Interpretable Tool of Aggregation -- Using Priorities in Aggregation Connectives -- Aggregation Operators for Fuzzy Rationality Measures -- Aggregation in Decision Making with Belief Structures -- Multistage Fuzzy Control with a Soft Aggregation of Stage Scores -- Fusion of Complementary Information -- From Semantic to Syntactic Approaches to Information Combination in Possibilistic Logic -- Aggregation of Imprecise Probabilities -- Fusion of Image Information under Imprecision -- Fuzzy Linguistic Methods for the Aggregation of Complementary Sensor Information -- Uncertain Data Aggregation in Classification and Tracking Processes -- A Generalized Fuzzy Clustering Model Based on Aggregation Operators and its Applications
Dimensions
unknown
Extent
VIII, 278 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783790818895
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-7908-1889-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-7908-1889-5

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