Ausgabe 1-2/2015
Conformal Prediction and its Applications
Inhalt (12 Artikel)
Guest editors’ preface to the special issue on conformal prediction and its applications
Harris Papadopoulos, Vladimir Vovk, Alexander Gammerman
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
Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories
Rikard Laxhammar, Göran Falkman
The application of conformal prediction to the drug discovery process
Martin Eklund, Ulf Norinder, Scott Boyer, Lars Carlsson
Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers
A. Murari, J. Vega, D. Mazon, T. Courregelongue
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
Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection
J. Vega, A. Murari, S. Dormido-Canto, T. Cruz