Data Fusion and Perception

2001
ISBN: 978-3-211-83683-5
Verlag: Springer Vienna

Buch, Englisch, 250 Seiten, Format (B × H): 170 mm x 244 mm, Gewicht: 462 g

Reihe: CISM International Centre for Mechanical Sciences

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.

Della Riccia, Giacomo

Kruse, Rudolf

Lenz, Hanz-Joachim

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Operations Research Spieltheorie
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Maschinenbau
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Datenanalyse, Datenverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme

Inhaltsverzeichnis

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.