E-Book, Englisch, Band 431, 250 Seiten, eBook
Della Riccia / Lenz / Kruse Data Fusion and Perception
Erscheinungsjahr 2014
ISBN: 978-3-7091-2580-9
Verlag: Springer Wien
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, Band 431, 250 Seiten, eBook
Reihe: CISM International Centre for Mechanical Sciences
ISBN: 978-3-7091-2580-9
Verlag: Springer Wien
Format: PDF
Kopierschutz: 1 - PDF Watermark
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.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.
