Data Fusion and Perception by Giacomo Della RicciaData Fusion and Perception by Giacomo Della Riccia

Data Fusion and Perception

byGiacomo Della RicciaEditorHanz-Joachim Lenz, Rudolf Kruse

Paperback | February 6, 2002

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This work is a collection of front-end research papers on data fusion and perceptions. Authors are leading European experts of Artificial Intelligence, Mathematical Statistics and/or Machine Learning. Area overlaps with "Intelligent Data Analysis", which aims to unscramble latent structures in collected data: Statistical Learning, Model Selection, Information Fusion, Soccer Robots, Fuzzy Quantifiers, Emotions and Artifacts.
Title:Data Fusion and PerceptionFormat:PaperbackDimensions:250 pagesPublished:February 6, 2002Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3211836837

ISBN - 13:9783211836835

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Table of Contents

Preface; Session I - Learning and Space Structures: Statistical Learning and Kernel Methods; A Combined Bayes - Maximum Likelihood Method for Regression.- Session II - Data Fusion I: Possibility Theory in Information Fusion; Information Fusion in Neuro-Fuzzy Systems; Qualitative Aggregation of Bayesian Networks; Classification and Fusion; On Information Fusion in the Life-Sciences; Fusion of Image Information under Imprecision and Uncertainty: Numerical Methods.- Session III - Emotions and Perceptions: Facets of Emotions in Humans and Artifacts.- Session IV - Data Fusion II: The Soul of a New Machine: the Soccer Team of the FU-Berlin; Fuzzy Quantifiers: a Linguistic Technique for Data Fusion; Transformation of Attribute Space by Function Decomposition.- List of Participants.