Andrey Savchenko

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	All	Since 2017
Citations	1490	1074
h-index	20	17
i10-index	45	32

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Co-authors

Dmitry IgnatovAssociate Professor, Computer Science Faculty, Higher School of EconomicsVerified email at hse.ru
Lyudmila SavchenkoNational Research University Higher School of EconomicsVerified email at hse.ru
Alexandr RassadinNational Research University Higher School of EconomicsVerified email at hse.ru
Artem GrachevResearch Fellow, National Research University Higher School of EconomicsVerified email at hse.ru
Kirill DemochkinSamsung AI Center & Casual GAN PapersVerified email at partner.samsung.com
Michael KhachayProf. PhD, Dr. habil., Head of Math. Prog. Lab at Krasovsky Inst. of Math. and Mech.Verified email at imm.uran.ru
Polina DemochkinaHSE universityVerified email at edu.hse.ru
Elena TutubalinaKazan Federal UniversityVerified email at kpfu.ru
Artem SokolovHSEVerified email at hse.ru
Sergey NikolenkoSteklov Institute of Mathematics at St. Petersburg, RussiaVerified email at logic.pdmi.ras.ru
Andrey KuznetsovSber AI, Samara National Research UniversityVerified email at ssau.ru
Evgeny MyasnikovAssociate Professor, Samara National Research UniversityVerified email at geosamara.ru
Наталья Лукашевич, Natalia Loukach...Leading Researcher of Lomonosov Moscow State UniversityVerified email at mail.cir.ru
Amedeo NapoliSenior researcher in computer science, LORIA (CNRS - Inria - U. Lorraine), NancyVerified email at loria.fr
Panos PardalosUniversity of FloridaVerified email at ufl.edu
Alexander PanchenkoAssistant Professor for NLP at Skolkovo Institute of Science and TechnologyVerified email at skoltech.ru
Екатерина Юрьевна ЗиминаЗАО "ЕС-Лизинг"Verified email at hse.ru
Victor LempitskyVerified email at skoltech.ru
Konstantin VorontsovDorodnicyn Computing Centre of RASVerified email at phystech.edu

Andrey Savchenko

Full Professor, HSE University, Nizhny Novgorod, Russia

Verified email at hse.ru - Homepage

Computer Vision Pattern Recognition Deep Learning Machine Learning Speech Processing


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Fast multi-class recognition of piecewise regular objects based on sequential three-way decisions and granular computing AV Savchenko Knowledge-Based Systems 91, 252-262, 2016	57	2016
Group-level emotion recognition using transfer learning from face identification A Rassadin, A Gruzdev, A Savchenko Proceedings of the 19th ACM international conference on multimodal …, 2017	55	2017
Probabilistic neural network with homogeneity testing in recognition of discrete patterns set AV Savchenko Neural Networks 46, 227-241, 2013	53	2013
Efficient facial representations for age, gender and identity recognition in organizing photo albums using multi-output ConvNet AV Savchenko PeerJ Computer Science 5, e197, 2019	47	2019
Directed enumeration method in image recognition AV Savchenko Pattern Recognition 45 (8), 2952-2961, 2012	47	2012
Sequential three-way decisions in multi-category image recognition with deep features based on distance factor AV Savchenko Information Sciences 489, 18-36, 2019	41	2019
Maximum-likelihood approximate nearest neighbor method in real-time image recognition AV Savchenko Pattern Recognition 61, 459-469, 2017	39	2017
Search techniques in intelligent classification systems AV Savchenko Springer, 2016	39	2016
Compression of recurrent neural networks for efficient language modeling AM Grachev, DI Ignatov, AV Savchenko Applied Soft Computing 79, 354-362, 2019	32	2019
Information-theoretic analysis of efficiency of the phonetic encoding–decoding method in automatic speech recognition VV Savchenko, AV Savchenko Journal of Communications Technology and Electronics 61 (4), 430-435, 2016	31	2016
Методы решения задач естествознания учебное пособие для студентов технических специальностей ЛЮ Катаева, МБ Крайзлер, АВ Савченко РЕ Алексеева. Нижний Новгород, 2007	31*	2007
Принцип минимального информационного рассогласования в задаче распознавания дискретных объектов ВВ Савченко, АВ Савченко Известия высших учебных заведений России. Радиоэлектроника, 10-18, 2005	31	2005
Probabilistic neural network with complex exponential activation functions in image recognition AV Savchenko IEEE transactions on neural networks and learning systems 31 (2), 651-660, 2019	30*	2019
Adaptive video image recognition system using a committee machine AV Savchenko Optical Memory and Neural Networks 21 (4), 219-226, 2012	29	2012
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks AV Savchenko 2021 IEEE 19th International Symposium on Intelligent Systems and …, 2021	26	2021
Unconstrained face identification using maximum likelihood of distances between deep off-the-shelf features AV Savchenko, NS Belova Expert Systems with Applications 108, 170-182, 2018	23	2018
Maximum-likelihood dissimilarities in image recognition with deep neural networks AV Savchenko Computer Optics 41 (3), 422-430, 2017	23	2017
Towards the creation of reliable voice control system based on a fuzzy approach AV Savchenko, LV Savchenko Pattern Recognition Letters 65, 145-151, 2015	23	2015
Statistical testing of segment homogeneity in classification of piecewise-regular objects AV Savchenko, NS Belova International Journal of Applied Mathematics and Computer Science 25 (4 …, 2015	21	2015
Neural networks compression for language modeling AM Grachev, DI Ignatov, AV Savchenko International Conference on Pattern Recognition and Machine Intelligence …, 2017	20	2017

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