Избранные публикации студентов факультета
2024
The exact bound for the reverse isodiametric problem in 3-space
Aliev A.
Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A. Matemáticas 118:111
The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
Bobkov D., Titov V., Alanov A., Vetrov D.
Conference on Computer Vision and Pattern Recognition (CVPR 2024), 9337 – 9346
On generalization of Lipschitz groups and spin groups
Filimoshina E., Shirokov D
Mathematical Methods in the Applied Sciences 47, 1375 – 1400
TabR: Tabular Deep Learning Meets Nearest Neighbors
Gorishniy Y., Kartashev N.
International Conference on Learning Representations (ICLR 2024)
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks
Moskvoretskii V. et al.
Association for Computational Linguistics (ACL 2024), 2331 – 2350
Analyzing the Robustness of Vision and Language Models
Shirnin A. et al.
IEEE/ACM International Symposium on Mixed and Augmented Reality (ISMAR 2024), 2751 – 2763
Extracting high-level activities from low-level program execution logs
Stepanov E., Mitsyuk A.
Automated Software Engineering 31:41
Generative flow networks as entropy-regularized rl
Tiapkin D., Morozov N., Naumov A., Vetrov D.
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 4213 – 4221
2023
Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees
Beznosikov A., Diskin M. et al.
Neural Information Processing Systems (NeurIPS 2023)
First order methods with markovian noise: from acceleration to variational inequalities
Beznosikov A., Sheshukova M.
Neural Information Processing Systems (NeurIPS 2023)
Generalized relational tensors for chaotic time series
Gromov V., Beschastnov Y., Tomashchuk K.
PeerJ Computer Science 9:e1254
Sparse representation for machine learning the properties of defects in 2D materials
Kazeev N., Romanov I.
npj Computational Materials 9:113
A critical look at the evaluation of GNNs under heterophily: Are we really making progress?
Platonov O., Diskin M. et al
International Conference on Learning Representations (ICLR 2023)
Efficient Out-of-Domain Detection for Sequence to Sequence Models
Vazhentsev A., Vasilev D. et al.
Findings of the Association for Computational Linguistics: ACL 1430 – 1454
2022
Application of Artificial Intelligence Towards Digital Government Establishment
Avdoshin S., Pesotskaya E., Borevskiy A.
Lecture Notes in Networks and Systems 439, 326 – 338
Training Transformers Together
Borzunov A., Diskin M. et al.
Proceedings of Machine Learning Research, 335 – 342
Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees
Beznosikov A., Richtárik P., Diskin M., Ryabinin M., Gasnikov A.
Neural Information Processing Systems (NeurIPS 2022)
Secure Distributed Training at Scale
Gorbunov E., Borzunov A., Diskin M., Ryabinin M.
International Conference on Machine Learning (ICML 2022), 7679 – 7739
Vector semiotic model for visual question answering
Kovalev A., Shaban M., Osipov E., Panov A.
Cognitive Systems Research 71, 52 – 63
Towards Reliable Solar Atmospheric Parameters Neural-Based Inference
Mistryukova L., Khizhik A., et al.
Advances in Neural Computation, Machine Learning, and Cognitive Research, 12 – 18
Towards Practical Control of Singular Values of Convolutional Layers
Senderovich A., Bulatova E., Obukhov A., Rakhuba M.
Neural Information Processing Systems (NeurIPS 2022)
Stochastic saddle-point optimization for the Wasserstein barycenter problem
Tiapkin D. et al.
From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses 162, 21380 – 21431
Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees
Tiapkin D., Belomestny D., Moulines É., Naumov A. et al.
Neural Information Processing Systems (NeurIPS 2022)
Stochastic saddle-point optimization for the Wasserstein barycenter problem
Tiapkin D., Gasnikov A., Dvurechensky P.
Optimization Letters
Primal-Dual Stochastic Mirror Descent for MDPs
Tiapkin D., Gasnikov A.
Proceedings of Machine Learning Research 151, 9723 – 9740
Graph Neural Networks for Z-DNA prediction in Genomes
Voytetskiy A., Herbert A., Poptsova M.
IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2022), 3173 – 3178
2021
Validating new method for measuring cohesion in object-oriented projects
Alexandrov D., Ismoilov M., Kozlov A., Savachenko A., Zykov S.
Procedia Computer Science 192, 4865-4876
Derivations of group rings for finite and FC groups
Arutyunov A., Kosolapov L.
Finite Fields and Their Applications 76:101921
Agility driven learning for educational organizations
Avdoshin S., Pesotskaya E., Kuruppuge D., Strashnova A.
International Conference on Advanced Information Systems Engineering (CAiSE 2021). Lecture Notes in Business Information Processing 423, 5-16
Deep reinforcement learning in VizDoom via DQN and actor-critic agents
Bakhanova M., Makarov I.
International Work-Conference on Artificial Neural Networks (IWANN 2021). Lecture Notes in Computer Science 12861, 138-150
Wilf classes of non-symmetric operads
Cherkasov A., Piontkovski D.
International Symposium on Symbolic and Algebraic Computation (ISSAC 2021), 91-98
Aschern at CheckThat! 2021: Lambda-calculus of fact-checked claims
Chernyavskiy A., Ilvovsky D., Nakov P.
Conference and Labs of the Evaluation Forum (CLEF 2021), 484-493
Transformers: “The end of history” for natural language processing?
Chernyavskiy A., Ilvovsky D., Nakov P.
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2021). Lecture Notes in Computer Science 12977,677-693
WhatTheWikiFact: fact-checking claims against Wikipedia
Chernyavskiy A., Ilvovsky D., Nakov P.
ACM International Conference on Information & Knowledge Management (CIKM 2021), 4690-4695
Distributed deep learning In open collaborations
Diskin M., Bukhtiyarov A., Ryabinin M., Sinitsin A., Popov D., Pyrkin D., Kashirin M., Borzunov A. et al.
Neural Information Processing Systems (NeurIPS 2021)
Decision concept Lattice vs. Decision Trees and Random Forests
Dudyrev E., Kuznetsov S.
International Conference on Formal Concept Analysis (ICFCA 2021). Lecture Notes in Computer Science 12733, 252-260
Summation of Decision Trees
Dudyrev E., Kuznetsov S.
International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2021) , 99-104
Illumination estimation challenge: The experience of the first 2 years
Ershov E., Semenkov I. et al.
Color Research and Application 46, 705-718
Automated identification of current sheets—A new tool to study turbulence and intermittency in the solar wind
Khabarova O., Sagitov T. et al.
Journal of Geophysical Research: Space Physics 126:e2020JA029099
Applying vector symbolic architecture and semiotic approach to visual dialog
Kovalev A., Shaban M., Chuganskaya A., Panov A.
International Conference on Hybrid Artificial Intelligence Systems ( HAIS 2021). Lecture Notes in Computer Science 12886, 243-255
Deep convolutional neural networks help scoring tandem mass spectrometry data in database-searching approaches
Kudriavtseva P., Kashkinov M., Kertesz-Farkas A.
Journal of Proteome Research 20, 4708-4717
Fault detection in Tennessee Eastman process with temporal deep learning models
Lomov I., Lyubimov M., Makarov I., Zhukov L.
Journal of Industrial Information Integration 23:100216
Cross-domain co-author recommendation based on knowledge graph clustering
Munna T., Delhibabu R.
Asian Conference on Intelligent Information and Database Systems ( ACIIDS 2021). Lecture Notes in Computer Science 12672, 782-795
On separation between the degree of a Boolean function and the block sensitivity
Proskurin N.
International Computer Science Symposium in Russia (CSR 2021). Lecture Notes in Computer Science 12730, 406-421
Zeroshot crosslingual transfer of a gloss language model for semantic change detection
Rachinskiy M., Arefyev N.
Komp'juternaja Lingvistika i Intellektual'nye Tehnologii, 578–586
Ensemble techniques for lazy classification based on pattern structures
Semenkov I., Kuznetsov S.O.
International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2021), 105-112
Predictability and scaling in a BTW sandpile on a self-similar lattice
Shapoval A., Savostianova D., Shnirman M.
Journal of Statistical Physics 183, 14
On the maximum cut in sparse random hypergraphs
Shabanov D., Zakharov P.
Extended Abstracts EuroComb 2021. Trends in Mathematics 14, 817-822
Active learning for sequence tagging with deep pre-trained models and Bayesian uncertainty estimates
Shelmanov A., Puzyrev D., Belyakov D., Artemova E. et al.
Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)
Vertex and energy reconstruction in JUNO with machine learning methods
Qian Z., Belavin V., Khatbullina L., Ratnikov F., Ustyuzhanin A. et al.
Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 1010, 165527
Affection of Java design patterns to cohesion metrics
Zykov S., Alexandrov D., Ismoilov M., Savachenko A., Kozlov A.
Intelligent Decision Technologies Smart Innovation, Systems and Technologies 238, 333-342
2020
Collaborator Recommender System
Averchenkova A., Sudarikov K. et al.
Network Algorithms, Data Mining and Applications (NET 2018), 101-119
So What’s the Plan? Mining Strategic Planning Documents
Artemova E., Batura T., Sarkisyan V., Tutubalina E.et al.
International Conference on Digital Transformation and Global Society (DTGS 2020). Communications in Computer and Information Science 1242, 208-222
The normalized algorithmic information distance can not be approximated
Bauwens B., Blinnikov I.
International Computer Science Symposium in Russia (CSR 2020) 18, 130-141
Optimal stopping via reinforced regression
Belomestny D., Schoenmakers J., Spokoiny V., Zharkynbay B.
Communications in Mathematical Sciences 18, 109-121
Human Action Recognition for Boxing Training Simulator
Broilovskiy A., Makarov I.
Analysis of Images, Social Networks and Texts (AIST 2020). Lecture Notes in Computer Science 12602, 331-343
On the decision tree complexity of threshold functions
Chistopolskaya A., Podolskii V.
Lecture Notes in Computer Science 12159, 198-210
DaNetQA: A Yes/No Question Answering Dataset for the Russian Language
Glushkova T., Machnev A., Fenogenova A., Artemova E., Ignatov D.I. et al.
Analysis of Images, Social Networks and Texts (AIST 2020). Lecture Notes in Computer Science 12602, 57-68
On the Expressive Power of Some Extensions of Linear Temporal Logic
Gnatenko A., Zakharov V.
Automatic Control and Computer Sciences 53, 663–675
Semi-automatic Manga Colorization Using Conditional Adversarial Networks
Golyadkin M., Makarov I.
Analysis of Images, Social Networks and Texts (AIST 2020). Lecture Notes in Computer Science 12602, 230-242
Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data
Ignatov D., Nikolic S., Shaban M., Takelait F., Egurnov D. et al.
Analysis of Images, Social Networks and Texts (AIST 2020). Communications in Computer and Information Science 1357, 185-204
RuREBus: A Case Study of Joint Named Entity Recognition and Relation Extraction from E-Government Domain
Ivanin V., Artemova E., Sarkisyan V. et al.
Analysis of Images, Social Networks and Texts (AIST 2020). Lecture Notes in Computer Science 12602, 19-27
RUREBUS-2020 Shared Task: Russian Relation Extraction for Business
Ivanin V., Artemova E., Sarkisyan V. et al.
Computational Linguistics and Intellectual Technologies Papers from the Annual International Conference “Dialogue” (2020), 401-416
Detecting Automatically Managed Accounts in Online Social Networks: Graph Embeddings Approach
Karpov I., Glazkova E.
Analysis of Images, Social Networks and Texts (AIST 2020). Communications in Computer and Information Science 1357, 11-21
Software system behavior can be analyzed with visual analytics
Kotylev Y., Mitsyuk A.
Conference on Modeling and Analysis of Complex Systems and Processes 2020 (MACSPro 2020). CEUR Workshop Proceedings 2795, 46-56.
Shiftry: Web Service for Diachronic Analysis of Russian News
Kutuzov A., Fomin V. et al.
Computational Linguistics and Intellectual Technologies Papers from the Annual International Conference “Dialogue” (2020), 485-501
Automated Image and Video Quality Assessment for Computational Video Editing
Lomotin K., Makarov I.
Analysis of Images, Social Networks and Texts (AIST 2020). Lecture Notes in Computer Science 12602, 243-256
Federated Learning in Named Entity Recognition
Luboshnikov E., Makarov I.
Analysis of Images, Social Networks and Texts (AIST 2020). Lecture Notes in Computer Science 12602, 90-101
Interethnic differences in the prevalence of main cardiovascular pharmacogenetic biomarkers
Mirzaev K., Shein A., Poptsova M. et al.
Pharmacogenomics 21:10
Sources of spatial data in advancing technologies of subsoil use
Nekrasov G., Polivoda D., Prokofeva E.
Mining Informational and Analytical Bulletin 5, 164-176
The geospatial data mining concept using scrapping technology
Nekrasov G., Polivoda D., Prokofeva E.
Moscow Workshop on Electronic and Networking Technologies (MWENT 2020), 1-4
Prediction of News Popularity via Keywords Extraction and Trends Tracking
Pugachev A., Voronov A., Makarov I.
Analysis of Images, Social Networks and Texts (AIST 2020). Communications in Computer and Information Science 1357, 37-51
Using machine learning to speed up new and upgrade detector studies: a calorimeter case
Ratnikov F., Derkach D., Boldyrev A., Shevelev A., Fakanov P., Matyushin L.
International Conference on Computing in High Energy and Nuclear Physics (CHEP 2019). EPJ Web of Conferences 245, 02019
A Sentiment Analysis Based Approach for Understanding the User Satisfaction on Android Application
Rahman M., Munna M. et al.
Data Engineering and Communication Technology (ICDECT-2K19). Advances in Intelligent Systems and Computing 1079, 397-407
Data and Reference Semantic-Based Simulator of DB-Nets with the Use of Renew Tool
Rigin A., Shershakov S.
Analysis of Images, Social Networks and Texts (AIST 2020). Lecture Notes in Computer Science 12602, 243-256
ELMo and BERT in Semantic Change Detection for Russian
Rodina J., Trofimova Y., Kutuzov A., Artemova E.
Analysis of Images, Social Networks and Texts (AIST 2020). Lecture Notes in Computer Science 12602, 175-186
A machine learning framework for the prediction of chromatin folding in Drosophila using epigenetic features
Rozenwald M., Galitsyna A.; Sapunov G. et al.
Peerj Computer Science: e307
Prediction of 3D Chromatin Structure Using Recurrent Neural Networks
Rozenwald M., Khrameeva E. et al.
IEEE International Conference on Bioinformatics and (BIBM 2018):18399259
Dynamics of phase synchronization between solar polar magnetic fields assessed with van der Pol and Kuramoto models
Savostianov A., Shapoval A., Shnirman M.
Entropy 22:945
Humans keep it one hundred: An overview of AI journey
Shavrina T., Emelyanov A., Fomin V. et al.
Conference on Language Resources and Evaluation (LREC 2020), 2276-2284
Passive Intraoperative Language Mapping Using Electrocorticographic Signals
Sinkin M., Volkova K., Kondratova M., Voskoboynikov A., Lebedev M., Ossadtchi A. et al.
International Conference on Cognitive Sciences (Intercognsci-2020). Advances in Intelligent Systems and Computing 1358, 533-540
Jupyter Lab Based System for Geospatial Environmental Data Processing
Terlych N., Rodriges Z.
Advances in Soft Computing 1289, 627-638
2019
Processing and analysis of russian strategic planning programs
Alekseychuk N., Sarkisyan V., Emelyanov A., Artemova E.
Digital Transformation and Global Society (DTGS 2019), 68-81
What has remained unchained in your business process model?
Artamonov K., Lomazova I.
IEEE Conference on Business Informatics (CBI 2019), 551-558
Learning to route in similarity graphs
Baranchuk D., Persiyanov D., Sinitsin A., Babenko A.
International Conference on Machine Learning (ICML 2019):748-757
Modeling of necessity enterpreneurship via general equilibrium approach
Fomenko M., Shapoval A.
Modeling and Analysis of Complex Systems and Processes (MACSPro 2019), CEUR Workshop Proceedings 2478, 185-190
Few-shot classification in named entity recognition task
Fritzler A., Logacheva V., Kretov M.
Symposium on Applied Computing (SAC 2019), 993-1000
Space navigator: a tool for the optimization of collision avoidance maneuvers
Gremyachikh L., Dubov D. et al.
IAA/AAS SciTech forum on Space Flight Mechanics and Space Structures and Materials 2018. Advances in the Astronautical Sciences 170, 305-318
On the compositionality prediction of noun phrases using Poincaré embeddings
Jana A., Puzyrev D. et al.
Association for Computational Linguistics (ACL 2019), 3263-3274
Deep reinforcement learning methods in match-3 game
Kamaldinov I., Makarov I.
Analysis of Images, Social Networks and Texts (AIST 2019), 51-62
Deep reinforcement learning methods in match-3 game
Kamaldinov I., Makarov I.
IEEE Conference on Games (COG 2019)
Detection of anomalies in the criminal proceedings based on the analysis of event logs
Kolosova A., Lomazova I.
Analysis of Images, Social Networks and Texts (AIST 2019), 401-410
Financial risks of the blockchain industry: A survey of cyberattacks
Lazarenko A., Avdoshin S.
Future Technologies Conference (FTC 2018). Advances in Intelligent Systems and Computing 881, 368-384
The development of a reference architectural prototype of the internet of things network mode
Nekrasov G., Polivoda D.
IEEE International Conference Quality Management, Transport and Information Security, Information Technologies (IT&QM&IS 2019), 554-557
Fine-tuning SMPL: a framework for highly detailed statistical human model building
Patakin N., Petrov I., Guzov V., Konushin A.
International Conference on Video, Signal and Image Processing (VSIP 2019). ACM International Conference Proceeding Series, 21-27
Efficient comparison of process models using tabu search algorithm
Skobtsov A., Kalenkova A.
Modeling and Analysis of Complex Systems and Processes (MACSPro 2019), CEUR Workshop Proceedings 2478, 51-61
Efficient algorithms for finding differences between process models
Skobtsov A., Kalenkova A.
Ivannikov Ispras Conference (ISPRAS 2019), 60-66
Using heuristic algorithms for fast alignment between business processes and goals
Skobtsov A., Kalenkova A.
IEEE International Enterprise Distributed Object Computing Workshop (EDOCW 2019), 85-91
GAN path finder: preliminary results
Soboleva N., Yakovlev K.
German Conference on Artificial Intelligence (KI 2019), 316-324
LPLian: Angle-constrained path finding in dynamic grids
Soboleva N., Yakovlev K.
International Conference on Developments in eSystems Engineering (DeSE 2019), 48-53
Platform for tracking donations of charitable foundations based on blockchain technology
Saleh H., Avdoshin S., Dzonov A.
Actual Problems of Systems and Software Engineering (APSSE 2019), 182-187
A method to improve workflow net decomposition for process model repair
Tikhonov S., Mitsyuk A.
Analysis of Images, Social Networks and Texts (AIST 2019), 411-423
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