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Статья
Sparse covariance matrix estimation in high-dimensional deconvolution

Belomestny D., Trabs M., Tsybakov A.

Bernoulli: a journal of mathematical statistics and probability. 2019. Vol. 25. No. 3. P. 1901-1938.

Статья
Axiomatization of provable n-provability

Beklemishev L. D., Kolmakov E.

Journal of Symbolic Logic. 2019. Vol. Volume 84. No. Issue 2. P. 849-869.

Глава в книге
ChronosDB in Action: Manage, Process, and Visualize Big Geospatial Arrays in the Cloud

Rodriges Zalipynis R. A.

In bk.: Proceedings of the ACM SIGMOD International Conference on Management of Data. NY: ACM, 2019. P. 1985-1988.

Избранные публикации студентов факультета

2019

Cherenkov detectors fast simulation using neural networks
Derkach D., Kazeev N. et al.
Nuclear instruments and methods in physics research, section A: Accelerators, spectrometers, detectors and associated equipment. In press

The mathematical model for predicting the earliest diagnostics period of the secondary distant metastases growth process of breast cancer
Tyuryumina, E., Neznanov, A.
The Breast 44, S88

2018

Plain stopping time and conditional complexities revisited
Andreev M., Posobin G., Shen A.
International Symposium on Mathematical Foundations of Computer Science (MFCS 2018). Leibniz International Proceedings in Informatics, LIPIcs 117:2

Enhanced algorithm for angle-constrained path finding
Andreychuk A., Soboleva N., Yakovlev K.
Conference on Artificial Intelligence (RCAI-2018). Communications in Computer and Information Science 934, 206-217

Realistic post-processing of rendered 3D scenes
Feygina A., Ignatov D., Makarov I.
ACM SIG International Conference on Computer Graphics and Interactive Techniques (SIGGRAPH 2018), 42:1-42:2

Conditional generators of words definitions
Gadetsky A., Yakubovskiy I., Vetrov D. Kroshnin A.
Annual Meeting of the Association for Computational Linguistics (ACL 2018) 2, 266-271

Towards a data complexity classification of ontology-mediated queries with covering
Gerasimova O., Kikot S., Zakharyaschev M.
International Workshop on Description Logics (DL 2018). CEUR Workshop Proceedings 2211

Hybrid approach to design of storage attached network simulation systems
Karpov M. et al.
International Journal of Civil Engineering and Technology 9, 220-226

Commercial astroturfing detection in social networks
Kostyakova N., Karpov I., Makarov I., Zhukov L.
International Conference on Network Analysis (NET 2017). Springer Proceedings in Mathematics and Statistics 247, 309-318

Information propagation strategies in online social networks
Laptsuev R., Ananyeva M., Meinster D. et al.
International Conference on Network Analysis (NET 2017). Springer Proceedings in Mathematics and Statistics 247, 319-328

Joint node-edge network embedding for link prediction
Makarov I., Gerasimova O. et al.  
Analysis of Images, Social Networks and Texts (AIST 2018). Lecture Notes in Computer Science 11179, 20–31

Recommending co-authorship via network embeddings and feature engineering: The case of National Research University Higher School of Economics
Makarov I., Gerasimova O. et al.  
ACM/IEEE Joint Conference on Digital Libraries (JCDL 2018), 365-366

Fast semi-dense depth map estimation
Makarov I., Korinevskaya A., Aliev V.
ACM Workshop on Multimedia for Real Estate Tech, 18-21

Sparse depth map interpolation using deep convolutional neural networks
Makarov I., Korinevskaya A., Aliev V.
International Conference on Telecommunications and Signal Processing (TSP 2018)

Super-resolution of interpolated downsampled semi-dense depth map
Makarov I., Korinevskaya A., Aliev V.
International ACM Conference on 3D Web Technology (Web3D 2018)

Improving picture quality with photo-realistic style transfer
Makarov I., Polonskaya D., Feygina A.
Analysis of Images, Social Networks and Texts (AIST 2018). Lecture Notes in Computer Science 10882, 47-55

Voronoi-based path planning based on visibility and kill/death ratio tactical component
Makarov I., Polyakov P., Karpichev R.
Analysis of Images, Social Networks and Texts (AIST-SUP 2018). CEUR Workshop Proceedings 2268, 129-140

Predicting winning team and probabilistic ratings in Dota 2 and Counter-strike: Global offensive video games
Makarov I., Savostyanov D., Litvyakov B., Ignatov D.
Analysis of Images, Social Networks and Texts (AIST 2018). Lecture Notes in Computer Science 10716, 183-196

Nonasymptotic estimates for the closeness of Gaussian measures on balls
Naumov A., Tavyrikov Y. et al.  
Doklady Mathematics 98, 490-493

Sequential decoding on syndrome trellises for nonparametric detection
Osipov D., Titov D.
Cybernetics and Information Technologies 18, 77-86

Constructing regular expressions from real-life event logs
Tarantsova P., Kalenkova A.
Analysis of Images, Social Networks and Texts (AIST 2018). Lecture Notes in Computer Science 1179, 274-280

Consolidated mathematical growth model of the primary tumor and secondary distant metastases of breast cancer (CoMPaS)
Tyuryumina E., Neznanov A.
PLoS ONE 13:e0200148

2017

Architecting a geo-enabled CRM: The way to seamless integration
Abdulmyanov V., Sivtsov A., Fomichyov N.
International Conference on Knowledge — Based and Intelligent Information and Engineering Systems (KES 2017). Procedia Computer Science 112, 1651-1657

The metric travelling salesman problem: Pareto-optimal heuristic algorithms
Beresneva E., Avdoshin S.
International Conference on Actual Problems of System and Software Engineering (APSSE 2017). CEUR Workshop Proceedings 5, 295-305

More on the data complexity of answering ontology-mediated queries with a covering axiom
Gerasimova O. et al.
International Conference on Knowledge Engineering and Semantic Web (KESW 2017). Communications in Computer and Information Science 786, 143-158

On the data complexity of ontology-mediated queries with a covering axiom
Gerasimova O. et al.
International Workshop on Description Logics (DL 2017). CEUR Workshop Proceedings 1879

Some approaches to solving the NP-hard Mixed Chinese Postman Problem
Gordenko M., Avdoshin S.
International Conference on Actual Problems of System and Software Engineering (APSSE 2017). CEUR Workshop Proceedings 1989, 272-290

Predicting psychology attributes of a social network user
Khayrullin R., Makarov I., Zhukov L.
Workshop on Experimental Economics and Machine Learning (EEML 2017). CEUR Workshop Proceedings 1968, 2-8

On the efficient application of aho-corasick algorithm in process mining
Konchagin A., Kalenkova A.
Analysis of Images, Social Networks and Texts (AIST 2017). Lecture Notes in Computer Science 10716, 371-377

Topological modules of human brain networks are anatomically embedded: Evidence from modularity analysis at multiple scales
Kurmukov A., Burova M. et al.
International Conference on Network Analysis (NET 2017). Springer Proceedings in Mathematics and Statistics 247, 299-308

Software system for dynamic athlete health monitoring
Lebedev G., Gureeva A., Tikhonova Y.
International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2017). Procedia Computer Science 112

Semi-dense depth interpolation using deep convolutional neural networks
Makarov I., Aliev V., Gerasimova O.
International Conference on Multimedia (MM 2017). ACM Multimedia Conference (MM 2017), 1407-1415

Depth map interpolation using perceptual loss
Makarov I., Aliev V., Gerasimova O., Polyakov P.
IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct 2017), 93-94

Logic of existentialism in fiction
Makarov I., Bodishtianu V.
International Florida Artificial Intelligence Research Society Conference (FLAIRS 2017), 632-637

Scientific matchmaker: Collaborator recommender system
Makarov I., Bulanov O., Gerasimova O., Meshcheryakova N. et al.
Analysis of Images, Social Networks and Texts (AIST 2017). Lecture Notes in Computer Science 10716, 404-410

Co-authorship network embedding and recommending collaborators via network embedding
Makarov I., Gerasimova O. et al.
Analysis of Images, Social Networks and Texts (AIST 2017). Lecture Notes in Computer Science 11179, 32-38

Learning to play pong video game via deep reinforcement learning
Makarov I., Kashin A., Korinevskaya A.
Supplementary International Conference on Analysis of Images, Social Networks and Texts (AIST-SUP 2017). CEUR Workshop Proceedings 1975, 236-241

Adapting first-person shooter video game for playing with virtual reality headsets
Makarov I., Konoplya O., Polyakov P., Martynov M., Zyuzin P., Gerasimova O., Bodishtianu V.
International Florida Artificial Intelligence Research Society Conference (FLAIRS 2017), 412-415

Language variety and gender classification for Author Profiling in PAN 2017: Notebook for PAN at CLEF 2017
Ogaltsov A., Romanov A.
CLEF Conference and Labs of the Evaluation Forum (CLEF 2017). CEUR Workshop Proceedings 1866

Retrospective satellite data in the cloud: An array DBMS approach
Rodriges Zalipynis R.A., Bryukhov A., Pozdeev E.
Russian Supercomputing Days Conference (RuSCDays 2017). Communications in Computer and Information Science 793, 351-362

Domain adaptation with gradient reversal for MC/real data calibration
Ryzhikov A., Ustyuzhanin A.
International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2017). Journal of Physics: Conference Series 1085:042018

Machine learning for electromagnetic showers reconstruction in emulsion cloud chambers
Shirobokov S., Filatov A. et al.
International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2017). Journal of Physics: Conference Series 1085:042025

Methods for the metagenomic data visualization and analysis
Sudarikov K., Tyakht A., Alexeev D.
Current Issues in Molecular Biology 24, 37-58

On consolidated predictive model of the natural history of breast cancer considering primary tumor and primary distant metastases growth
Tyuryumina E., Neznanov A.
IEEE International Conference on Healthcare Informatics (ICHI 2017), 484-489

On consolidated predictive model of the natural history of breast cancer: Primary tumor and secondary metastases in patients with lymph nodes metastases
Tyuryumina E., Neznanov A.
International Conference on Digital Health (DH 2017). ACM International Conference Proceeding Series F128634, 60-66

2016

Computer-aided prediction of xenobiotic metabolism in humans
Bezhentsev V. et al.
Russian Chemical Reviews 85, 854-879

Linguistic resumes in software engineering: the case of trend summarization in mobile crash reporting systems
Degtiarev K., Remnev N.
International Conference on Application of Fuzzy Systems and Soft Computing (ICAFS 2016). Procedia Computer Science 102, 121-128

Patient-specific blood flow modelling for medical applications
Dobroserdova T., Sakharova E. et al.
International Conference on Circuits, Systems, Communications and Computers (CSCC 2016). MATEC Web of Conferences 76

Co-author recommender system
Makarov I., Bulanov O., Zhukov L.
International Conference on Network Analysis (NET 2016). Springer Proceedings in Mathematics and Statistics 197, 251-257

Quantum logic and natural language processing
Makarov I., Frolenkova A., Belov I.
Workshop on Computational Linguistics and Language Science (CLLS 2016). CEUR Workshop Proceedings 1886, 135-140

Smoothing Voronoi-based path with minimized length and visibility using composite Bezier Curves
Makarov I., Polyakov P.
Analysis of Images, Social Networks and Texts (AIST 2016). CEUR Workshop Proceedings 1710, 191-202

First-person shooter game for virtual reality headset with advanced multi-agent intelligent system
Makarov I., Tokmakov M., Polyakov P., Zyuzin P., Martynov M., Konoplya O., Kuznetsov G., Guschenko-Cheverda I., Uriev M., Mokeev I., Gerasimova O., Tokmakova L., Kosmachev A.
ACM Multimedia Conference (MM 2016), 735-736

Modelling human-like behavior through reward-based approach in a first-person shooter game
Makarov I., Zyuzin P., Polyakov P., Tokmakov M., Gerasimova O., Guschenko-Cheverda I., Uriev M.
International Workshop on Experimental Economics and Machine Learning (EEML 2016). CEUR Workshop Proceedings 1627, 24-33

Digital educational mind maps: a computer supported collaboratvie learning practice on marketing master program
Papushina I., Maksimenkova O., Kolomiets A.
International Conference on Interactive Collaborative Learning (ICL 2016). Advances in Intelligent Systems and Computing 544, 17-30

Generalized minimum distance decoder in a DHA FH OFDMA employing concatenated coding
Subbotin A., Osipov D.
International Workshop on Multiple Access Communications (MACOM 2016). Lecture Notes in Computer Science 10121, 15-29