Stanislav Sobolevsky

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 46

Top Topics

Semantic Enrichment

Community Detection

Top Venues

BigData Congress

Publications

Yuri Bogomolov, Alexander Belyi, Stanislav Sobolevsky
Urban delineation through a prism of intraday commute patterns. Frontiers Big Data 7 (2024)
Hendrik F. Hamann, Thomas Brunschwiler, Blazhe Gjorgiev, Leonardo S. A. Martins, Alban Puech, Anna Varbella, Jonas Weiss, Juan Bernabé-Moreno, Alexandre Blondin Massé, Seong Choi, Ian Foster, Bri-Mathias S. Hodge, Rishabh Jain, Kibaek Kim, Vincent Mai, François Mirallès, Martin De Montigny, Octavio Ramos-Leaños, Hussein Suprême, Le Xie, El-Nasser S. Youssef, Arnaud Zinflou, Alexander J. Belvi, Ricardo J. Bessa, Bishnu Prasad Bhattari, Johannes Schmude, Stanislav Sobolevsky
A Perspective on Foundation Models for the Electric Power Grid. CoRR (2024)
Tadeas Dvorak, Marketa Makarova, Devashish Khulbe, Radim Lískovec, Ondrej Malina, David Górny, Pavel Morcinek, Tomas Pompa, Ondrej Mikes, Veronika Eclerová, Filip Zlamal, Stanislav Sobolevsky, Ondrej Mulicek, Julie Bienertova-Vasku
How We Perceive Places: Measuring Biomarkers of Stress in Urban Environments Using Personal Exposure Sensors, Deep Learning and Functional Data Analysis. SAP (2024)
Zengxiang Lei, Jiawei Xue, Xiaowei Chen, Xinwu Qian, Charitha Saumya, Mingyi He, Stanislav Sobolevsky, Milind Kulkarni, Satish V. Ukkusuri
METS-R SIM: A simulator for Multi-modal Energy-optimal Trip Scheduling in Real-time with shared autonomous electric vehicles. Simul. Model. Pract. Theory 132 (2024)
Margarita E. Mishina, Stanislav Sobolevsky, Elizaveta Kovtun, Alexander A. Khrulkov, Alexander Belyi, Semen A. Budennyy, Sergey A. Mityagin
Prediction of Urban Population-Facilities Interactions with Graph Neural Network. ICCSA (1) (2023)
Daniel Bretsko, Alexander Belyi, Stanislav Sobolevsky
Comparative Analysis of Community Detection and Transformer-Based Approaches for Topic Clustering of Scientific Papers. ICCSA (1) (2023)
Stanislav Sobolevsky
Deep Learning Attention Model for Supervised and Unsupervised Network Community Detection. ICCS (4) (2023)
Yuri Bogomolov, Alexander Belyi, Ondrej Mikes, Stanislav Sobolevsky
Urban Zoning Using Intraday Mobile Phone-Based Commuter Patterns in the City of Brno. ICCSA (2) (2023)
Devashish Khulbe, Alexander Belyi, Ondrej Mikes, Stanislav Sobolevsky
Mobility Networks as a Predictor of Socioeconomic Status in Urban Systems. ICCSA (2) (2023)
Alexander Belyi, Stanislav Sobolevsky, Alexander Kurbatski, Carlo Ratti
Subnetwork constraints for tighter upper bounds and exact solution of the clique partitioning problem. Math. Methods Oper. Res. 98 (2) (2023)
Alexander Belyi, Stanislav Sobolevsky
Network Size Reduction Preserving Optimal Modularity and Clique Partition. ICCSA (1) (2022)
Stanislav Sobolevsky, Alexander Belyi
Graph neural network inspired algorithm for unsupervised network community detection. Appl. Netw. Sci. 7 (1) (2022)
Alexander Belyi, Stanislav Sobolevsky, Alexander Kurbatski, Carlo Ratti
Subnetwork Constraints for Tighter Upper Bounds and Exact Solution of the Clique Partitioning Problem. CoRR (2021)
Stanislav Sobolevsky
Hierarchical Graph Neural Networks. CoRR (2021)
Shivam Pathak, Mingyi He, Sergey Malinchik, Stanislav Sobolevsky
Pattern Ensembling for Spatial Trajectory Reconstruction. CoRR (2021)
David Landsman, Philipp Kats, Aleksandra Nenko, Sergei Kudinov, Stanislav Sobolevsky
Social Activity Networks Shaping St. Petersburg. HICSS (2021)
Zengxiang Lei, Jiawei Xue, Xiaowei Chen, Charitha Saumya, Xinwu Qian, Mingyi He, Stanislav Sobolevsky, Satish V. Ukkusuri
ADDS-EVS: An agent-based deployment decision-support system for electric vehicle services. ITSC (2021)
Stanislav Sobolevsky
Recurrent Graph Neural Network Algorithm for Unsupervised Network Community Detection. CoRR (2021)
Mingyi He, Shivam Pathak, Urwa Muaz, Jingtian Zhou, Saloni Saini, Sergey Malinchik, Stanislav Sobolevsky
Pattern and Anomaly Detection in Urban Temporal Networks. CoRR (2019)
Urwa Muaz, Stanislav Sobolevsky
Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection. CoRR (2019)
Xinwu Qian, Jiawei Xue, Stanislav Sobolevsky, Chao Yang, Satish V. Ukkusuri
Stationary Spatial Charging Demand Distribution for Commercial Electric Vehicles in Urban Area. ITSC (2019)
Kun Qin, Yuanquan Xu, Chaogui Kang, Stanislav Sobolevsky, Mei-Po Kwan
Modeling Spatio-Temporal Evolution of Urban Crowd Flows. ISPRS Int. J. Geo Inf. 8 (12) (2019)
Stanislav Sobolevsky, Philipp Kats, Sergey Malinchik, Mark Hoffman, Brian P. Kettler, Constantine E. Kontokosta
Twitter Connections Shaping New York City. HICSS (2018)
Enwei Zhu, Maham Khan, Philipp Kats, Shreya Santosh Bamne, Stanislav Sobolevsky
Digital Urban Sensing: A Multi-layered Approach. CoRR (2018)
Stanislav Sobolevsky, Ekaterina Levitskaya, Henry C. B. Chan, Marc Postle, Constantine E. Kontokosta
Impact Of Bike Sharing In New York City. CoRR (2018)
Zolzaya Dashdorj, Stanislav Sobolevsky, SangKeun Lee, Carlo Ratti
Deriving human activity from geo-located data by ontological and statistical reasoning. Knowl. Based Syst. 143 (2018)
Stanislav Sobolevsky
Complex network representation through multi-dimensional node projection. CoRR (2018)
Philipp Kats, Cheng Qian, Constantine E. Kontokosta, Stanislav Sobolevsky
Twitter Activity Timeline as a Signature of Urban Neighborhood. CoRR (2017)
Stanislav Sobolevsky, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Carlo Ratti
Predicting regional economic indices using big data of individual bank card transactions. IEEE BigData (2017)
Shih-Chia Huang, Suzanne McIntosh, Stanislav Sobolevsky, Patrick C. K. Hung
Big Data Analytics and Business Intelligence in Industry. Inf. Syst. Frontiers 19 (6) (2017)
Yuji Yoshimura, Alexander Amini, Stanislav Sobolevsky, Josep Blat, Carlo Ratti
Analysis of pedestrian behaviors through non-invasive Bluetooth monitoring. CoRR (2017)
Stanislav Sobolevsky
Inferring hierarchical structure of spatial and generic complex networks through a modeling framework. CoRR (2017)
Cheng Qian, Philipp Kats, Sergey Malinchik, Mark Hoffman, Brian P. Kettler, Constantine E. Kontokosta, Stanislav Sobolevsky
Geo-Tagged Social Media Data as a Proxy for Urban Mobility. AHFE (26) (2017)
Stanislav Sobolevsky, Alexander Belyi, Carlo Ratti
Optimality Of Community Structure In Complex Networks. CoRR (2017)
Hongyan Cui, Kuo Zhang, Yajun Fang, Stanislav Sobolevsky, Carlo Ratti, Berthold K. P. Horn
A Clustering Validity Index Based on Pairing Frequency. IEEE Access 5 (2017)
Stanislav Sobolevsky, Ekaterina Levitskaya, Henry C. B. Chan, Shefali Enaker, Joe Bailey, Marc Postle, Yuriy Loukachev, Melinda Rolfs, Constantine E. Kontokosta
Impact Of Urban Technology Deployments On Local Commercial Activity. CoRR (2017)
Alexander Belyi, Iva Bojic, Stanislav Sobolevsky, Izabela Sitko, Bartosz Hawelka, Lada Rudikova, Alexander Kurbatski, Carlo Ratti
Global multi-layer network of human mobility. Int. J. Geogr. Inf. Sci. 31 (7) (2017)
Stanislav Sobolevsky, Suzanne McIntosh, Patrick C. K. Hung
Editorial Preface: Special Issue on Big Data Analytics, Infrastructure, and Applications. IEEE Trans. Serv. Comput. 9 (1) (2016)
Zolzaya Dashdorj, Stanislav Sobolevsky
Characterization of Behavioral Patterns Exploiting Description of Geographical Areas. Trans. Large Scale Data Knowl. Centered Syst. 27 (2016)
Yuji Yoshimura, Stanislav Sobolevsky, Juan N. Bautista Hobin, Carlo Ratti, Josep Blat
Urban association rules: uncovering linked trips for shopping behavior. CoRR (2016)
Iva Bojic, Alexander Belyi, Carlo Ratti, Stanislav Sobolevsky
Scaling of foreign attractiveness for countries and states. CoRR (2016)
Yuji Yoshimura, Stanislav Sobolevsky, Carlo Ratti, Fabien Girardin, Juan Pablo Carrascal, Josep Blat, Roberta Sinatra
An analysis of visitors' behavior in the Louvre Museum: A study using Bluetooth data. CoRR (2016)
Lingjing Wang, Cheng Qian, Constantine E. Kontokosta, Stanislav Sobolevsky
Structure of 311 Service Requests as a Signature of Urban Location. CoRR (2016)
Alexander Belyi, Iva Bojic, Stanislav Sobolevsky, Izabela Sitko, Bartosz Hawelka, Lada Rudikova, Alexander Kurbatski, Carlo Ratti
Global multi-layer network of human mobility. CoRR (2016)
Yuji Yoshimura, Alexander Amini, Stanislav Sobolevsky, Josep Blat, Carlo Ratti
Analysis of Customers' Spatial Distribution Through Transaction Datasets. Trans. Large Scale Data Knowl. Centered Syst. 27 (2016)
Iva Bojic, Ivana Nizetic-Kosovic, Alexander Belyi, Stanislav Sobolevsky, Vedran Podobnik, Carlo Ratti
Sublinear scaling of country attractiveness observed from Flickr dataset. CoRR (2016)
Zolzaya Dashdorj, Stanislav Sobolevsky
Impact of the spatial context on human communication activity. UbiComp/ISWC Adjunct (2015)
Stanislav Sobolevsky, Iva Bojic, Alexander Belyi, Izabela Sitko, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
Scaling of city attractiveness for foreign visitors through big data of human economical and social media activity. CoRR (2015)
Zolzaya Dashdorj, Stanislav Sobolevsky
Impact of the spatial context on human communication activity. CoRR (2015)
Iva Bojic, Emanuele Massaro, Alexander Belyi, Stanislav Sobolevsky, Carlo Ratti
Choosing the right home location definition method for the given dataset. CoRR (2015)
Stanislav Sobolevsky, Iva Bojic, Alexander Belyi, Izabela Sitko, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
Scaling of City Attractiveness for Foreign Visitors through Big Data of Human Economical and Social Media Activity. BigData Congress (2015)
Hongyan Cui, Yuxiao Wu, Stanislav Sobolevsky, Shuai Xu, Carlo Ratti
Exploring Invariants & Patterns in Human Commute time. CoRR (2015)
Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González
Urban magnetism through the lens of geo-tagged photography. EPJ Data Sci. 4 (1) (2015)
Dániel Kondor, Pierrick Thébault, Sebastian Grauwin, István Gódor, Simon Moritz, Stanislav Sobolevsky, Carlo Ratti
Visualizing signatures of human activity in cities across the globe. CoRR (2015)
Hongyan Cui, Yuchen Zhang, Chenhang Ma, Wei Lai, Norman C. Beaulieu, Stanislav Sobolevsky, Yunjie Liu
Design and Realization of Cognitive Routing Resources Using Big Data Analysis in SDN. BigData Congress (2015)
Stanislav Sobolevsky, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Carlo Ratti
Predicting Regional Economic Indices using Big Data of Individual Bank Card Transactions. CoRR (2015)
Zolzaya Dashdorj, Stanislav Sobolevsky, Luciano Serafini, Fabrizio Antonelli, Carlo Ratti
Semantic Enrichment of Mobile Phone Data Records Using Background Knowledge. CoRR (2015)
Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
Cities through the Prism of People's Spending Behavior. CoRR (2015)
Iva Bojic, Emanuele Massaro, Alexander Belyi, Stanislav Sobolevsky, Carlo Ratti
Choosing the Right Home Location Definition Method for the Given Dataset. SocInfo (2015)
Zolzaya Dashdorj, Stanislav Sobolevsky
Characterization of behavioral patterns exploiting description of geographical areas. CoRR (2015)
Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González
Urban Magnetism Through The Lens of Geo-tagged Photography. CoRR (2015)
Paolo Santi, Giovanni Resta, Michael Szell, Stanislav Sobolevsky, Steven H. Strogatz, Carlo Ratti
Reply to Lopez et al.: Sustainable implementation of taxi sharing requires understanding systemic effects. Proc. Natl. Acad. Sci. USA 111 (51) (2014)
Tao Pei, Stanislav Sobolevsky, Carlo Ratti, Shih-Lung Shaw, Ting Li, Chenghu Zhou
A new insight into land use classification based on aggregated mobile phone data. Int. J. Geogr. Inf. Sci. 28 (9) (2014)
Sahar Hoteit, Stefano Secci, Stanislav Sobolevsky, Carlo Ratti, Guy Pujolle
Estimating human trajectories and hotspots through mobile phone data. Comput. Networks 64 (2014)
Sebastian Grauwin, Stanislav Sobolevsky, Simon Moritz, István Gódor, Carlo Ratti
Towards a comparative science of cities: using mobile traffic records in New York, London and Hong Kong. CoRR (2014)
Alexander Amini, Kevin S. Kung, Chaogui Kang, Stanislav Sobolevsky, Carlo Ratti
The Impact of Social Segregation on Human Mobility in Developing and Urbanized Regions. CoRR (2014)
Stanislav Sobolevsky, Izabela Sitko, Sebastian Grauwin, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions. CoRR (2014)
Paolo Santi, Giovanni Resta, Michael Szell, Stanislav Sobolevsky, Steven H. Strogatz, Carlo Ratti
Quantifying the benefits of vehicle pooling with shareability networks. Proc. Natl. Acad. Sci. USA 111 (37) (2014)
Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
Money on the Move: Big Data of Bank Card Transactions as the New Proxy for Human Mobility Patterns and Regional Delineation. The Case of Residents and Foreign Visitors in Spain. BigData Congress (2014)
Zolzaya Dashdorj, Stanislav Sobolevsky, Luciano Serafini, Carlo Ratti
Human activity recognition from spatial data sources. MobiGIS (2014)
Alexander Amini, Kevin S. Kung, Chaogui Kang, Stanislav Sobolevsky, Carlo Ratti
The impact of social segregation on human mobility in developing and industrialized regions. EPJ Data Sci. 3 (1) (2014)
Bartosz Hawelka, Izabela Sitko, Euro Beinat, Stanislav Sobolevsky, Pavlos Kazakopoulos, Carlo Ratti
Geo-located Twitter as the proxy for global mobility patterns. CoRR (2013)
Sahar Hoteit, Stefano Secci, Stanislav Sobolevsky, Guy Pujolle, Carlo Ratti
Estimating Real Human Trajectories through Mobile Phone Data. MDM (2) (2013)
Paolo Santi, Giovanni Resta, Michael Szell, Stanislav Sobolevsky, Steven H. Strogatz, Carlo Ratti
Taxi pooling in New York City: a network-based approach to social sharing problems. CoRR (2013)
Chaogui Kang, Stanislav Sobolevsky, Yu Liu, Carlo Ratti
Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages. UrbComp@KDD (2013)
Tao Pei, Stanislav Sobolevsky, Carlo Ratti, Shih-Lung Shaw, Chenghu Zhou
A New Insight into Land Use Classification Based on Aggregated Mobile Phone Data. CoRR (2013)
Kevin S. Kung, Stanislav Sobolevsky, Carlo Ratti
Exploring universal patterns in human home/work commuting from mobile phone data. CoRR (2013)
Stanislav Sobolevsky, Michael Szell, Riccardo Campari, Thomas Couronné, Zbigniew Smoreda, Carlo Ratti
Delineating geographical regions with networks of human interactions in an extensive set of countries. CoRR (2013)
Stanislav Sobolevsky, Riccardo Campari, Alexander Belyi, Carlo Ratti
A General Optimization Technique for High Quality Community Detection in Complex Networks. CoRR (2013)