Data Fusion and Perception (eBook, PDF)

Redaktion: Della Riccia, Giacomo; Kruse, Rudolf; Lenz, Hanz-Joachim

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Vienna
• Seitenzahl: 250
• Erscheinungstermin: 4. Mai 2014
• Englisch
• ISBN-13: 9783709125809
• Artikelnr.: 53102383

Autorenporträt

Prof. Dr. Rudolf Kruse ist Leiter des Lehrstuhls für Neuro-Fuzzy-Systeme an der Universität Magdeburg.

Inhaltsangabe

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.