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Alex Gammerman
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Publications
- 2017
- [e3]Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Harris Papadopoulos:
Conformal and Probabilistic Prediction and Applications, COPA 2017, 13-16 June 2017, Stockholm, Sweden. Proceedings of Machine Learning Research 60, PMLR 2017 [contents] - 2015
- [j29]Harris Papadopoulos, Vladimir Vovk, Alexander Gammerman:
Guest editors' preface to the special issue on conformal prediction and its applications. Ann. Math. Artif. Intell. 74(1-2): 1-7 (2015) - [e1]Alexander Gammerman, Vladimir Vovk, Harris Papadopoulos:
Statistical Learning and Data Sciences - Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings. Lecture Notes in Computer Science 9047, Springer 2015, ISBN 978-3-319-17090-9 [contents] - 2014
- [i8]Harris Papadopoulos, Vladimir Vovk, Alex Gammerman:
Regression Conformal Prediction with Nearest Neighbours. CoRR abs/1401.3880 (2014) - 2013
- [c42]Antonis Lambrou, Harris Papadopoulos, Alexander Gammerman:
Osteoporosis Risk Assessment with Well-Calibrated Probabilistic Outputs. AIAI 2013: 432-441 - 2012
- [j23]Antonis Lambrou, Harris Papadopoulos, Efthyvoulos Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Alexander Gammerman, Andrew Nicolaides:
Evaluation of the Risk of Stroke with Confidence Predictions Based on Ultrasound Carotid Image Analysis. Int. J. Artif. Intell. Tools 21(4) (2012) - [c41]Antonis Lambrou, Harris Papadopoulos, Alexander Gammerman:
Calibrated probabilistic predictions for biomedical applications. BIBE 2012: 211-216 - [c39]Antonis Lambrou, Harris Papadopoulos, Ilia Nouretdinov, Alexander Gammerman:
Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets. AIAI (2) 2012: 182-191 - 2011
- [j18]Harris Papadopoulos, Vladimir Vovk, Alex Gammerman:
Regression Conformal Prediction with Nearest Neighbours. J. Artif. Intell. Res. 40: 815-840 (2011) - [j16]Antonis Lambrou, Harris Papadopoulos, Alex Gammerman:
Reliable Confidence Measures for Medical Diagnosis With Evolutionary Algorithms. IEEE Trans. Inf. Technol. Biomed. 15(1): 93-99 (2011) - 2010
- [c31]Antonis Lambrou, Harris Papadopoulos, Efthyvoulos C. Kyriacou, Constantinos S. Pattichis, Marios S. Pattichis, Alexander Gammerman, Andrew Nicolaides:
Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction. AIAI 2010: 146-153 - 2009
- [c25]Harris Papadopoulos, Alex Gammerman, Volodya Vovk:
Confidence Predictions for the Diagnosis of Acute Abdominal Pain. AIAI 2009: 175-184 - 2007
- [c23]Harris Papadopoulos, Volodya Vovk, Alex Gammerman:
Conformal Prediction with Neural Networks. ICTAI (2) 2007: 388-395 - 2002
- [c14]Harris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alex Gammerman:
Inductive Confidence Machines for Regression. ECML 2002: 345-356 - [c12]Harris Papadopoulos, Vladimir Vovk, Alex Gammerman:
Qualified Prediction for Large Data Sets in the Case of Pattern Recognition. ICMLA 2002: 159-163 - [c11]Harris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alex Gammerman:
Inductive Confidence Machines for Regression. AI&M 2002
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