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Annals of Mathematics and Artificial Intelligence

Ausgabe 1-2/2015

Conformal Prediction and its Applications

Inhalt (12 Artikel)

A conformal prediction approach to explore functional data

Jing Lei, Alessandro Rinaldo, Larry Wasserman

Conformal predictions for information fusion

Vineeth N. Balasubramanian, Shayok Chakraborty, Sethuraman Panchanathan

Sparse conformal prediction for dissimilarity data

Frank-Michael Schleif, Xibin Zhu, Barbara Hammer

The application of conformal prediction to the drug discovery process

Martin Eklund, Ulf Norinder, Scott Boyer, Lars Carlsson

Inductive Venn Prediction

Antonis Lambrou, Ilia Nouretdinov, Harris Papadopoulos

Multiprobabilistic prediction in early medical diagnoses

Ilia Nouretdinov, Dmitry Devetyarov, Volodya Vovk, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia Smith, Zhiyuan Luo, Alexey Chervonenkis, Rachel Hallett, Mike Waterfield, Rainer Cramer, John F. Timms, Ian Jacobs, Usha Menon, Alex Gammerman