Conformal and Probabilistic Prediction with Applications
5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings
Seiten
2016
|
1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-33394-6 (ISBN)
Springer International Publishing (Verlag)
978-3-319-33394-6 (ISBN)
This book constitutes the refereed proceedings of the 5th InternationalSymposium on Conformal and Probabilistic Prediction with Applications, COPA2016, held in Madrid, Spain, in April 2016.
The 14 revised fullpapers presented together with 1 invited paper were carefully reviewed andselected from 23 submissions and cover topics on theory of conformal prediction; applicationsof conformal prediction; and machine learning.
Theory of conformal prediction.-Applications of conformal prediction.- Machine learning.
Erscheinungsdatum | 08.10.2016 |
---|---|
Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
Zusatzinfo | XII, 229 p. 45 illus. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
Informatik ► Software Entwicklung ► User Interfaces (HCI) | |
Informatik ► Theorie / Studium ► Algorithmen | |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
Schlagworte | Active learning • Algorithm analysis and problem complexity • Algorithmic information theory • artificial intelligence (incl. robotics) • Big data applications • classification • computation by abstract devices • Computer Science • Confidence Measures • Database Management • Data Mining • data mining and knowledge discovery • geodesic distance • hidden Markov models • inference methods • information systems applications (incl. internet) • Knowledge Representation • machine learning • Malware • measures of confidence • pattern recognition • prediction systems • sequential pattern mining • similarity control • Support Vector Machines • universal prediction • Visualization |
ISBN-10 | 3-319-33394-1 / 3319333941 |
ISBN-13 | 978-3-319-33394-6 / 9783319333946 |
Zustand | Neuware |
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