Alexey Chervonenkis's bibliography

This bibliography does not contain Alexey’s patents (he has at least two), technical reports, unpublished manuscripts, and collections edited by him. "NA" indicates that a journal paper was not assigned to a volume; e.g., it is common for Russian journals (such as Проблемы управления and, in some years, Автоматика и телемеханика) not to have volumes, and also to have pages numbered separately inside each issue. All papers published by Alexey before 2001 (and afterwards in the case of papers whose original language was Russian) have author lists ordered according to the Cyrillic alphabetic order; for other papers the order may reflect the authors’ contributions (people who contributed most tend to be listed first) and administrative positions (bosses tend to be listed last). The bibliography is given by the year of the original publication (which may be different from the year of the English translation, always given first when available).

[1]  Alexey Ya. Chervonenkis,et al.  Early History of Support Vector Machines , 2013, Empirical Inference.

[2]  Alexander Gammerman,et al.  Multiprobabilistic prediction in early medical diagnoses , 2013, Annals of Mathematics and Artificial Intelligence.

[3]  М. ШвабВ. Способы продвижения интернет-магазина: продвижение в поисковых системах , 2013 .

[4]  Alexey Chervonenkis Measures of Complexity in the Theory of Machine Learning , 2015 .

[5]  Angelo Vulpiani,et al.  Measures of Complexity , 1988 .

[6]  Alexander Gammerman,et al.  Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer , 2009, Comput. J..

[7]  L. Glebsky MEASURES OF -COMPLEXITY , 2005 .

[8]  С. В. Китаев,et al.  Анализ причин отказов насосного оборудования по эмпирическим данным , 2011 .

[9]  Vladimir Vovk,et al.  Multiprobabilistic Venn Predictors with Logistic Regression , 2012, AIAI.

[10]  A. Gammerman,et al.  Clinical Mass Spectrometry Proteomic Diagnosis by Conformal Predictors , 2008, Statistical applications in genetics and molecular biology.

[11]  Alexander Gammerman,et al.  Sequence alignment kernel for recognition of promoter regions , 2003, Bioinform..

[12]  A Soshnikov,et al.  On some properties of classes of events for which the conditions for the uniform convergence of the relative frequencies to probabilities fail to hold , 2016 .

[13]  Anna N. Sorokina,et al.  An improved optimization algorithm of ads’ allocation in sponsored search and the results of experiments , 2015, Autom. Remote. Control..

[14]  Harris Papadopoulos,et al.  Selected papers from the 9th IFIP international conference on artificial intelligence applications and innovations (AIAI 2013) , 2014 .

[15]  Alexey Ya. Chervonenkis,et al.  On the Uniform Convergence of the Frequencies of Occurrence of Events to Their Probabilities , 2013, Empirical Inference.

[16]  T. V. Zykova,et al.  Applications of kernel ridge estimation to the problem of computing the aerodynamical characteristics of a passenger plane (in comparison with results obtained with artificial neural networks) , 2011 .

[17]  Alexey Chervonenkis Some Properties of Infinite VC-Dimension Systems , 2011 .

[18]  Harris Papadopoulos,et al.  Measures of Complexity , 2015, Springer International Publishing.

[19]  Александр Григорьевич Ицков Емкость семейства решающих правил при обучении распознаванию образов , 2006 .

[20]  Alexander Gammerman,et al.  A combined Bayes - maximum likelihood method for regression , 2001, Data Fusion and Perception.

[21]  Alexey Ya. Chervonenkis Reconstruction of conditional distribution field based on empirical data , 2002, HIS.

[22]  Андрей Юрьевич Переварюха Нелинейные эффекты и переходные режимы в динамике новых моделей управления биоресурсами , 2014 .

[23]  V. Vapnik,et al.  Necessary and Sufficient Conditions for the Uniform Convergence of Means to their Expectations , 1982 .

[24]  Aleksei Ya Chervonenkis,et al.  On some properties of classes of events for which the conditions for the uniform convergence of the relative frequencies to probabilities fail to hold , 2012 .

[25]  Barry Hilton What was the original language , 2012 .

[26]  Alexander Gammerman,et al.  Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression , 2011, NeuroImage.

[27]  Anna N. Sorokina,et al.  Optimization of ads allocation in sponsored search , 2013, WWW '13 Companion.

[28]  Alexander Gammerman,et al.  Genome-Wide Prokaryotic Promoter Recognition Based on Sequence Alignment Kernel , 2003, IDA.

[29]  Vladimir Vapnik,et al.  Chervonenkis: On the uniform convergence of relative frequencies of events to their probabilities , 1971 .

[30]  Vladimir Vovk,et al.  Conformal predictors in early diagnostics of ovarian and breast cancers , 2012, Progress in Artificial Intelligence.

[31]  Бонилья Феликс,et al.  Идентификация кинематических параметров движения локтя с помощью технологий искусственных нейронных сетей , 1998 .

[32]  Alexey Ya. Chervonenkis Problems of Machine Learning , 2011, PReMI.

[33]  Alexey Chervonenkis Chervonenkis’s Recollections , 2015 .