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della riccia giacomo (curatore); lenz hanz-joachim (curatore); kruse rudolf (curatore) - data fusion and perception

Data Fusion and Perception

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 02/2002
Edizione: 2001





Trama

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.




Sommario

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.










Altre Informazioni

ISBN:

9783211836835

Condizione: Nuovo
Collana: CISM International Centre for Mechanical Sciences
Dimensioni: 244 x 170 mm Ø 551 gr
Formato: Brossura
Illustration Notes:X, 250 p. 63 illus., 5 illus. in color.
Pagine Arabe: 250
Pagine Romane: x


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