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Annals of Mathematics and Artificial Intelligence

Annals of Mathematics and Artificial Intelligence 1-2/2015

Issue 1-2/2015

Conformal Prediction and its Applications

Table of Contents ( 12 Articles )

01-06-2015 | Issue 1-2/2015

Guest editors’ preface to the special issue on conformal prediction and its applications

Harris Papadopoulos, Vladimir Vovk, Alexander Gammerman

01-06-2015 | Issue 1-2/2015

Cross-conformal predictors

Vladimir Vovk

01-06-2015 | Issue 1-2/2015

A conformal prediction approach to explore functional data

Jing Lei, Alessandro Rinaldo, Larry Wasserman

01-06-2015 | Issue 1-2/2015

Conformal predictions for information fusion

A comparative study of p-value combination methods
Vineeth N. Balasubramanian, Shayok Chakraborty, Sethuraman Panchanathan

01-06-2015 | Issue 1-2/2015

Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories

Rikard Laxhammar, Göran Falkman

01-06-2015 | Issue 1-2/2015

Sparse conformal prediction for dissimilarity data

Frank-Michael Schleif, Xibin Zhu, Barbara Hammer

01-06-2015 | Issue 1-2/2015

The application of conformal prediction to the drug discovery process

Martin Eklund, Ulf Norinder, Scott Boyer, Lars Carlsson

01-06-2015 | Issue 1-2/2015

Reliable indoor location prediction using conformal prediction

Khuong An Nguyen, Zhiyuan Luo

01-06-2015 | Issue 1-2/2015

Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers

A. Murari, J. Vega, D. Mazon, T. Courregelongue, JET-EFDA Contributors

01-06-2015 | Issue 1-2/2015

Inductive Venn Prediction

Antonis Lambrou, Ilia Nouretdinov, Harris Papadopoulos

01-06-2015 | Issue 1-2/2015

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

01-06-2015 | Issue 1-2/2015

Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection

J. Vega, A. Murari, S. Dormido-Canto, T. Cruz

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