Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection
Nouretdinov, Ilia, Gammerman, James, Fontana, Matteo, Rehal, Daljit
Published in Neurocomputing (Amsterdam) (15.07.2020)
Published in Neurocomputing (Amsterdam) (15.07.2020)
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Journal Article
Computationally efficient versions of conformal predictive distributions
Vovk, Vladimir, Petej, Ivan, Nouretdinov, Ilia, Manokhin, Valery, Gammerman, Alexander
Published in Neurocomputing (Amsterdam) (15.07.2020)
Published in Neurocomputing (Amsterdam) (15.07.2020)
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Journal Article
Inductive Venn Prediction
Lambrou, Antonis, Nouretdinov, Ilia, Papadopoulos, Harris
Published in Annals of mathematics and artificial intelligence (01.06.2015)
Published in Annals of mathematics and artificial intelligence (01.06.2015)
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Journal Article
Conformal prediction of biological activity of chemical compounds
Toccaceli, Paolo, Nouretdinov, Ilia, Gammerman, Alexander
Published in Annals of mathematics and artificial intelligence (01.10.2017)
Published in Annals of mathematics and artificial intelligence (01.10.2017)
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Journal Article
Towards Composable Threat Assessment for Medical IoT (MIoT)
Darwish, Salaheddin, Nouretdinov, Ilia, Wolthusen, Stephen D.
Published in Procedia computer science (2017)
Published in Procedia computer science (2017)
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Journal Article
Criteria of efficiency for set-valued classification
Vovk, Vladimir, Nouretdinov, Ilia, Fedorova, Valentina, Petej, Ivan, Gammerman, Alex
Published in Annals of mathematics and artificial intelligence (01.10.2017)
Published in Annals of mathematics and artificial intelligence (01.10.2017)
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Journal Article
Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression
Nouretdinov, Ilia, Costafreda, Sergi G., Gammerman, Alexander, Chervonenkis, Alexey, Vovk, Vladimir, Vapnik, Vladimir, Fu, Cynthia H.Y.
Published in NeuroImage (Orlando, Fla.) (15.05.2011)
Published in NeuroImage (Orlando, Fla.) (15.05.2011)
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Journal Article
Criterion of calibration for transductive confidence machine with limited feedback
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Journal Article
Conference Proceeding
Determining confidence of predicted interactions between HIV-1 and human proteins using conformal method
Nouretdinov, Ilia, Gammerman, Alex, Qi, Yanjun, Klein-Seetharaman, Judith
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (2012)
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Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (2012)
Journal Article
Multiprobabilistic prediction in early medical diagnoses
Nouretdinov, Ilia, Devetyarov, Dmitry, Vovk, Volodya, Burford, Brian, Camuzeaux, Stephane, Gentry-Maharaj, Aleksandra, Tiss, Ali, Smith, Celia, Luo, Zhiyuan, Chervonenkis, Alexey, Hallett, Rachel, Waterfield, Mike, Cramer, Rainer, Timms, John F., Jacobs, Ian, Menon, Usha, Gammerman, Alex
Published in Annals of mathematics and artificial intelligence (01.06.2015)
Published in Annals of mathematics and artificial intelligence (01.06.2015)
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Journal Article
Peptides Generated Ex Vivo from Serum Proteins by Tumor-Specific Exopeptidases Are Not Useful Biomarkers in Ovarian Cancer
Timms, John F, Cramer, Rainer, Camuzeaux, Stephane, Tiss, Ali, Smith, Celia, Burford, Brian, Nouretdinov, Ilia, Devetyarov, Dmitry, Gentry-Maharaj, Aleksandra, Ford, Jeremy, Luo, Zhiyuan, Gammerman, Alex, Menon, Usha, Jacobs, Ian
Published in Clinical chemistry (Baltimore, Md.) (01.02.2010)
Published in Clinical chemistry (Baltimore, Md.) (01.02.2010)
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Journal Article