Belief Functions: Theory and Applications

5th International Conference, BELIEF 2018, Compiègne, France, September 17-21, 2018, Proceedings

Sébastien Destercke, Thierry Denoeux, Fabio Cuzzolin, Arnaud Martin (Herausgeber)

Buch | Softcover

XI, 280 Seiten

2018
Springer International Publishing (Verlag)
9783319993829 (ISBN)

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This book constitutes the refereed proceedings of the 5th International Conference on Belief Functions, BELIEF 2018, held in Compiègne, France, in September 2018.The 33 revised regular papers presented in this book were carefully selected and reviewed from 73 submissions. The papers were solicited on theoretical aspects (including for example statistical inference, mathematical foundations, continuous belief functions) as well as on applications in various areas including classification, statistics, data fusion, network analysis and intelligent vehicles.

Uncertainty Quantification.- Fuzzy sets.- Belief Functions.- Imprecise Probabilities.- Machine Learning.- Imprecision Data Science.- Statistics.- Graphical Models.- Information Fusion.

Erscheinungsdatum	25.08.2018
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XI, 280 p. 58 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	447 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Belief Functions • classification • Data Science • Fuzzy Sets • Graphical Models • Imprecise Probabilities • Imprecision • Information Fusion • machine learning • Problem Solving • sensors • Statistics • uncertainty analysis • uncertainty quantification
ISBN-13	9783319993829 / 9783319993829
Zustand	Neuware