Andrey Savchenko

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	All	Since 2019
Citations	2402	1691
h-index	28	20
i10-index	64	46

580

290

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Co-authors

Lyudmila Savchenkoassociate professor, National Research University Higher School of EconomicsVerified email at hse.ru
Dmitry IgnatovAssociate Professor, Computer Science Faculty, Higher School of EconomicsVerified email at hse.ru
Ilya MakarovHead of AI Center, Principal AI Researcher, Associate Professor.Verified email at misis.ru
Alexandr RassadinNational Research University Higher School of EconomicsVerified email at hse.ru
Michael KhachayProf., Corr. memb. of RAS, Head of Math. Prog. Lab at Krasovsky Inst. of Math. and Mech. RASVerified email at imm.uran.ru
Kirill DemochkinSamsung Research & hintloopVerified email at samsung.com
Elena TutubalinaKazan Federal UniversityVerified email at kpfu.ru
Sergey NikolenkoSteklov Institute of Mathematics at St. Petersburg, RussiaVerified email at logic.pdmi.ras.ru
Polina DemochkinaHSE universityVerified email at edu.hse.ru
Dmitrii BabaevAIRIVerified email at airi.net
Dmitrii KiselevJunior Research Fellow, HSE UniversityVerified email at hse.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
Artem SokolovHSEVerified email at hse.ru
Egor ChuraevNational Research University Higher School of EconomicsVerified email at hse.ru
Наталья Лукашевич, Natalia Loukach...Leading Researcher of Lomonosov Moscow State UniversityVerified email at mail.cir.ru
Marcello PelilloProfessor of Computer Science, FIEEE, FIAPR, FAAIA, Ca' Foscari University of VeniceVerified email at dsi.unive.it
Rostislav YavorskiyExactpro Systems, Colombo, Sri LankaVerified email at exactprosystems.com
Anton M. AlekseevSt. Petersburg Department of Steklov Mathematical Institute RASVerified email at artin.pdmi.ras.ru
Sejeong KwonSamsung ResearchVerified email at samsung.com

Andrey Savchenko

Sber AI Lab; HSE University - Nizhny Novgorod

Verified email at hse.ru - Homepage

Computer Vision Pattern Recognition Machine Learning Speech Processing Image Processing


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Classifying emotions and engagement in online learning based on a single facial expression recognition neural network AV Savchenko, LV Savchenko, I Makarov IEEE Transactions on Affective Computing 13 (4), 2132-2143, 2022	146	2022
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	137	2021
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	81	2019
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	73	2017
Sequential three-way decisions in multi-category image recognition with deep features based on distance factor AV Savchenko Information Sciences 489, 18-36, 2019	69	2019
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	68	2016
Video-Based Frame-Level Facial Analysis of Affective Behavior on Mobile Devices Using EfficientNets AV Savchenko Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	61*	2022
Probabilistic neural network with homogeneity testing in recognition of discrete patterns set AV Savchenko Neural Networks 46, 227-241, 2013	55	2013
Directed enumeration method in image recognition AV Savchenko Pattern Recognition 45 (8), 2952-2961, 2012	51	2012
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	48*	2019
Compression of recurrent neural networks for efficient language modeling AM Grachev, DI Ignatov, AV Savchenko Applied Soft Computing 79, 354-362, 2019	44	2019
Maximum-likelihood approximate nearest neighbor method in real-time image recognition AV Savchenko Pattern Recognition 61, 459-469, 2017	44	2017
Search techniques in intelligent classification systems AV Savchenko Springer, 2016	39	2016
Fast inference in convolutional neural networks based on sequential three-way decisions AV Savchenko Information Sciences 560, 370-385, 2021	38	2021
Neural networks compression for language modeling AM Grachev, DI Ignatov, AV Savchenko International Conference on Pattern Recognition and Machine Intelligence …, 2017	36	2017
Методы решения задач естествознания ЛЮ Катаева, МБ Крайзлер, АВ Савченко федеральное государственное бюджетное образовательное учреждение высшего …, 2007	36	2007
Принцип минимального информационного рассогласования в задаче распознавания дискретных объектов ВВ Савченко, АВ Савченко Известия высших учебных заведений России. Радиоэлектроника, 10-18, 2005	33	2005
Towards the creation of reliable voice control system based on a fuzzy approach AV Savchenko, LV Savchenko Pattern Recognition Letters 65, 145-151, 2015	32	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	32	2015
Maximum-likelihood dissimilarities in image recognition with deep neural networks AV Savchenko Computer Optics 41 (3), 422-430, 2017	31	2017

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