Ksenia D. Mukhina

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 14

Top Topics

Spatial Analysis

Efficient Execution

Top Venues

BigSpatial@SIGSPATIAL

J. Comput. Sci.

Publications

Ksenia D. Mukhina, Alexander A. Visheratin, Denis A. Nasonov
Spatiotemporal Filtering Pipeline for Efficient Social Networks Data Processing Algorithms. ICCS (6) (2020)
Ksenia D. Mukhina, Alexander A. Visheratin, Denis A. Nasonov
Convolutional neural networks with hierarchical context transfer for high-resolution spatiotemporal predictions. BigSpatial@SIGSPATIAL (2020)
Ksenia D. Mukhina, Alexander A. Visheratin, Denis A. Nasonov, Lev Manovich
Intelligent sightseeing in immensely manifold cities: case of 2018 FIFA world cup host cities. LocalRec@SIGSPATIAL (2019)
Ksenia D. Mukhina, Alexander A. Visheratin, Denis A. Nasonov
Building City-Scale Walking Itineraries Using Large Geospatial Datasets. FRUCT (2018)
Ksenia D. Mukhina, Alexander A. Visheratin, Gali-Ketema Mbogo, Denis A. Nasonov
Forecasting of the Urban Area State Using Convolutional Neural Networks. FRUCT (2018)
Alexander A. Visheratin, Ksenia D. Mukhina, Anastasia K. Visheratina, Denis A. Nasonov, Alexander V. Boukhanovsky
Multiscale event detection using convolutional quadtrees and adaptive geogrids. LENS@SIGSPATIAL (2018)
Denis A. Nasonov, Nikolay Butakov, Michael Melnik, Alexander A. Visheratin, Alexey Linev, Pavel A. Shvets, Sergey I. Sobolev, Ksenia D. Mukhina
The Multi-level Adaptive Approach for Efficient Execution of Multi-scale Distributed Applications with Dynamic Workload. RuSCDays (2018)
Nikolay Butakov, Maxim Petrov, Ksenia D. Mukhina, Denis A. Nasonov, Sergey V. Kovalchuk
Unified domain-specific language for collecting and processing data of social media. J. Intell. Inf. Syst. 51 (2) (2018)
Ksenia D. Mukhina, Stepan V. Rakitin, Alexander A. Visheratin
Detection of tourists attraction points using Instagram profiles. ICCS (2017)
Alexander A. Visheratin, Tamara B. Trofimenko, Ksenia D. Mukhina, Denis A. Nasonov, Alexander V. Boukhanovsky
A multi-layer model for diffusion of urgent information in mobile networks. J. Comput. Sci. 20 (2017)
Andrey Karsakov, Alexander Moiseev, Ksenia D. Mukhina, Irina Ankudinova, Mariia Ignatieva, Evgeniy Krotov, Vladislav A. Karbovskii, Sergey V. Kovalchuk, Aleksandra O. Konradi
Toolbox for Visual Explorative Analysis of Complex Temporal Multiscale Contact Networks Dynamics in Healthcare. ICCS (2016)
Tamara B. Trofimenko, Ksenia D. Mukhina, Alexander A. Visheratin
Mobile Contacts Network Reconstruction Using Call Domain Records Data. ENIC (2016)
Alexander A. Visheratin, Tamara B. Trofimenko, Ksenia D. Mukhina, Denis A. Nasonov, Alexander V. Boukhanovsky
Urgent Information Spreading Multi-layer Model for Simulation in Mobile Networks. ICCS (2016)
Daniil V. Voloshin, Ivan Derevitskiy, Ksenia D. Mukhina, Vladislav A. Karbovskii
Identifying Venues for Female Commercial Sex Work using Spatial Analysis of Geocoded Advertisements. ICCS (2016)