Alexey Ya. Chervonenkis

According to our database, Alexey Ya. Chervonenkis authored at least 15 papers between 2001 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Multiprobabilistic prediction in early medical diagnoses.

Ilia Nouretdinov, Dmitry Devetyarov, Volodya Vovk, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Mike Waterfield, Rainer Cramer, John F. Timms, Ian Jacobs, Usha Menon, Alex Gammerman

Ann. Math. Artif. Intell., 2015

An improved optimization algorithm of ads' allocation in sponsored search and the results of experiments.

Anna N. Sorokina, Alexey Ya. Chervonenkis

Autom. Remote. Control., 2015

2013

Optimization of ads allocation in sponsored search.

Alexey Ya. Chervonenkis, Anna N. Sorokina, Valery A. Topinsky

Proceedings of the 22nd International World Wide Web Conference, 2013

On the Uniform Convergence of the Frequencies of Occurrence of Events to Their Probabilities.

Vladimir Naumovich Vapnik, Alexey Ya. Chervonenkis

Proceedings of the Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik, 2013

Early History of Support Vector Machines.

Alexey Ya. Chervonenkis

Proceedings of the Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik, 2013

2012

Conformal predictors in early diagnostics of ovarian and breast cancers.

Dmitry Devetyarov, Ilia Nouretdinov, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Volodya Vovk, Mike Waterfield, Rainer Cramer, John Timms, John Sinclair, Usha Menon, Ian Jacobs, Alex Gammerman

Prog. Artif. Intell., 2012

Multiprobabilistic Venn Predictors with Logistic Regression.

Ilia Nouretdinov, Dmitry Devetyarov, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Volodya Vovk, Mike Waterfield, Rainer Cramer, John Timms, Ian Jacobs, Usha Menon, Alexander Gammerman

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011

Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression.

Ilia Nouretdinov, Sergi G. Costafreda, Alexander Gammerman, Alexey Ya. Chervonenkis, Vladimir Vovk, Vladimir Vapnik, Cynthia H. Y. Fu

NeuroImage, 2011

Problems of Machine Learning.

Alexey Ya. Chervonenkis

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

2010

Discussion sur les prédicteurs conformes proposés par Alex Gammerman et Vladimir Vovk.

Alexey Ya. Chervonenkis

Monde des Util. Anal. Données, 2010

2009

Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer.

Alex Gammerman, Volodya Vovk, Brian Burford, Ilia Nouretdinov, Zhiyuan Luo, Alexey Ya. Chervonenkis, Mike Waterfield, Rainer Cramer, Paul Tempst, Josep Villanueva, Musarat Kabir, Stephane Camuzeaux, John Timms, Usha Menon, Ian Jacobs

Comput. J., 2009

2003

Sequence alignment kernel for recognition of promoter regions.

Leo Gordon, Alexey Ya. Chervonenkis, Alex J. Gammerman, Ilham A. Shahmuradov, Victor V. Solovyev

Bioinform., 2003

Genome-Wide Prokaryotic Promoter Recognition Based on Sequence Alignment Kernel.

Leo Gordon, Alexey Ya. Chervonenkis, Alex J. Gammerman, Ilham A. Shahmuradov, Victor V. Solovyev

Proceedings of the Advances in Intelligent Data Analysis V, 2003

2002

Reconstruction of conditional distribution field based on empirical data.

Alexey Jakovlevich Chervonenkis

Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002

2001

A combined Bayes - maximum likelihood method for regression.

Alexey Ya. Chervonenkis, Alex Gammerman, Mark Herbster

Proceedings of the Data Fusion and Perception, 2001