Data Fusion and Perception de Giacomo Della Riccia

Data Fusion and Perception: CISM International Centre for Mechanical Sciences, cartea 431

Giacomo Della Riccia

Hanz-Joachim Lenz

Rudolf Kruse

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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Cuprins

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.