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ORCIDStanislav Sobolevsky
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- affiliation: New York University, CUSP
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2020 – today
- 2024
[j18]Yuri Bogomolov, Alexander Belyi, Stanislav Sobolevsky:
Urban delineation through a prism of intraday commute patterns. Frontiers Big Data 7 (2024)- [j17]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: 102898 (2024) - [c21]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: 20:1-20:3 - [i40]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 T. 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 abs/2407.09434 (2024) - 2023
- [j16]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): 269-297 (2023) - [c20]Stanislav Sobolevsky:
Deep Learning Attention Model for Supervised and Unsupervised Network Community Detection. ICCS (4) 2023: 647-654 - [c19]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: 334-348 - [c18]Devashish Khulbe, Alexander Belyi, Ondrej Mikes, Stanislav Sobolevsky:
Mobility Networks as a Predictor of Socioeconomic Status in Urban Systems. ICCSA (2) 2023: 453-461 - [c17]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: 482-490 - [c16]Daniel Bretsko, Alexander Belyi, Stanislav Sobolevsky:
Comparative Analysis of Community Detection and Transformer-Based Approaches for Topic Clustering of Scientific Papers. ICCSA (1) 2023: 648-660 - 2022
- [j15]Stanislav Sobolevsky, Alexander Belyi:
Graph neural network inspired algorithm for unsupervised network community detection. Appl. Netw. Sci. 7(1): 63 (2022) - [c15]Alexander Belyi, Stanislav Sobolevsky:
Network Size Reduction Preserving Optimal Modularity and Clique Partition. ICCSA (1) 2022: 19-33 - 2021
- [c14]David Landsman, Philipp Kats, Aleksandra Nenko, Sergei Kudinov, Stanislav Sobolevsky:
Social Activity Networks Shaping St. Petersburg. HICSS 2021: 1-10 - [c13]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: 1658-1663 - [i39]Shivam Pathak, Mingyi He, Sergey Malinchik, Stanislav Sobolevsky:
Pattern Ensembling for Spatial Trajectory Reconstruction. CoRR abs/2101.09844 (2021) - [i38]Stanislav Sobolevsky:
Recurrent Graph Neural Network Algorithm for Unsupervised Network Community Detection. CoRR abs/2103.02520 (2021) - [i37]Stanislav Sobolevsky:
Hierarchical Graph Neural Networks. CoRR abs/2105.03388 (2021) - [i36]Alexander Belyi, Stanislav Sobolevsky, Alexander Kurbatski, Carlo Ratti:
Subnetwork Constraints for Tighter Upper Bounds and Exact Solution of the Clique Partitioning Problem. CoRR abs/2110.05627 (2021)
2010 – 2019
- 2019
- [j14]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): 570 (2019) - [c12]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: 220-225 - [i35]Mingyi He, Shivam Pathak, Urwa Muaz, Jingtian Zhou, Saloni Saini, Sergey Malinchik, Stanislav Sobolevsky:
Pattern and Anomaly Detection in Urban Temporal Networks. CoRR abs/1912.01960 (2019) - [i34]Urwa Muaz, Stanislav Sobolevsky:
Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection. CoRR abs/1912.02864 (2019) - 2018
- [j13]Zolzaya Dashdorj, Stanislav Sobolevsky, SangKeun Lee, Carlo Ratti:
Deriving human activity from geo-located data by ontological and statistical reasoning. Knowl. Based Syst. 143: 225-235 (2018) - [c11]Stanislav Sobolevsky, Philipp Kats, Sergey Malinchik, Mark Hoffman, Brian P. Kettler, Constantine E. Kontokosta:
Twitter Connections Shaping New York City. HICSS 2018: 1-9 - [i33]Stanislav Sobolevsky:
Complex network representation through multi-dimensional node projection. CoRR abs/1806.03687 (2018) - [i32]Stanislav Sobolevsky, Ekaterina Levitskaya, Henry C. B. Chan, Marc Postle, Constantine E. Kontokosta:
Impact Of Bike Sharing In New York City. CoRR abs/1808.06606 (2018) - [i31]Enwei Zhu, Maham Khan, Philipp Kats, Shreya Santosh Bamne, Stanislav Sobolevsky:
Digital Urban Sensing: A Multi-layered Approach. CoRR abs/1809.01280 (2018) - 2017
- [j12]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: 24884-24894 (2017) - [j11]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): 1381-1402 (2017) - [j10]Shih-Chia Huang, Suzanne McIntosh, Stanislav Sobolevsky, Patrick C. K. Hung:
Big Data Analytics and Business Intelligence in Industry. Inf. Syst. Frontiers 19(6): 1229-1232 (2017) - [c10]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: 29-40 - [c9]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: 1313-1318 - [i30]Yuji Yoshimura, Alexander Amini, Stanislav Sobolevsky, Josep Blat, Carlo Ratti:
Analysis of pedestrian behaviors through non-invasive Bluetooth monitoring. CoRR abs/1702.00546 (2017) - [i29]Philipp Kats, Cheng Qian, Constantine E. Kontokosta, Stanislav Sobolevsky:
Twitter Activity Timeline as a Signature of Urban Neighborhood. CoRR abs/1707.06122 (2017) - [i28]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 abs/1712.00659 (2017) - [i27]Stanislav Sobolevsky, Alexander Belyi, Carlo Ratti:
Optimality Of Community Structure In Complex Networks. CoRR abs/1712.05110 (2017) - [i26]Stanislav Sobolevsky:
Inferring hierarchical structure of spatial and generic complex networks through a modeling framework. CoRR abs/1712.05792 (2017) - 2016
- [j9]Zolzaya Dashdorj, Stanislav Sobolevsky:
Characterization of Behavioral Patterns Exploiting Description of Geographical Areas. Trans. Large Scale Data Knowl. Centered Syst. 27: 159-176 (2016) - [j8]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: 177-189 (2016) - [j7]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): 2-3 (2016) - [e1]Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Amin Anjomshoaa, Patrick C. K. Hung, Dominik Kalisch, Stanislav Sobolevsky:
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVII - Special Issue on Big Data for Complex Urban Systems. Lecture Notes in Computer Science 9860, Springer 2016, ISBN 978-3-662-53415-1 [contents] - [i25]Iva Bojic, Ivana Nizetic-Kosovic, Alexander Belyi, Stanislav Sobolevsky, Vedran Podobnik, Carlo Ratti:
Sublinear scaling of country attractiveness observed from Flickr dataset. CoRR abs/1601.02306 (2016) - [i24]Alexander Belyi, Iva Bojic, Stanislav Sobolevsky, Izabela Sitko, Bartosz Hawelka, Lada Rudikova, Alexander Kurbatski, Carlo Ratti:
Global multi-layer network of human mobility. CoRR abs/1601.05532 (2016) - [i23]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 abs/1605.02227 (2016) - [i22]Iva Bojic, Alexander Belyi, Carlo Ratti, Stanislav Sobolevsky:
Scaling of foreign attractiveness for countries and states. CoRR abs/1606.08132 (2016) - [i21]Yuji Yoshimura, Stanislav Sobolevsky, Juan N. Bautista Hobin, Carlo Ratti, Josep Blat:
Urban association rules: uncovering linked trips for shopping behavior. CoRR abs/1610.00187 (2016) - [i20]Lingjing Wang, Cheng Qian, Constantine E. Kontokosta, Stanislav Sobolevsky:
Structure of 311 Service Requests as a Signature of Urban Location. CoRR abs/1611.06660 (2016) - 2015
- [j6]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): 5 (2015) - [c8]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: 424-429 - [c7]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: 600-607 - [c6]Zolzaya Dashdorj, Stanislav Sobolevsky:
Impact of the spatial context on human communication activity. UbiComp/ISWC Adjunct 2015: 1615-1622 - [c5]Iva Bojic, Emanuele Massaro, Alexander Belyi, Stanislav Sobolevsky, Carlo Ratti:
Choosing the Right Home Location Definition Method for the Given Dataset. SocInfo 2015: 194-208 - [i19]Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González:
Urban Magnetism Through The Lens of Geo-tagged Photography. CoRR abs/1503.05502 (2015) - [i18]Zolzaya Dashdorj, Stanislav Sobolevsky, Luciano Serafini, Fabrizio Antonelli, Carlo Ratti:
Semantic Enrichment of Mobile Phone Data Records Using Background Knowledge. CoRR abs/1504.05895 (2015) - [i17]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 abs/1504.06003 (2015) - [i16]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 abs/1505.03854 (2015) - [i15]Stanislav Sobolevsky, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Carlo Ratti:
Predicting Regional Economic Indices using Big Data of Individual Bank Card Transactions. CoRR abs/1506.00036 (2015) - [i14]Zolzaya Dashdorj, Stanislav Sobolevsky:
Impact of the spatial context on human communication activity. CoRR abs/1506.03668 (2015) - [i13]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 abs/1509.00459 (2015) - [i12]Zolzaya Dashdorj, Stanislav Sobolevsky:
Characterization of behavioral patterns exploiting description of geographical areas. CoRR abs/1510.02995 (2015) - [i11]Iva Bojic, Emanuele Massaro, Alexander Belyi, Stanislav Sobolevsky, Carlo Ratti:
Choosing the right home location definition method for the given dataset. CoRR abs/1510.03715 (2015) - [i10]Hongyan Cui, Yuxiao Wu, Stanislav Sobolevsky, Shuai Xu, Carlo Ratti:
Exploring Invariants & Patterns in Human Commute time. CoRR abs/1510.03952 (2015) - 2014
- [j5]Sahar Hoteit, Stefano Secci, Stanislav Sobolevsky, Carlo Ratti, Guy Pujolle:
Estimating human trajectories and hotspots through mobile phone data. Comput. Networks 64: 296-307 (2014) - [j4]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): 6 (2014) - [j3]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): 1988-2007 (2014) - [j2]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): 13290-13294 (2014) - [j1]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): E5489 (2014) - [c4]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: 136-143 - [c3]Zolzaya Dashdorj, Stanislav Sobolevsky, Luciano Serafini, Carlo Ratti:
Human activity recognition from spatial data sources. MobiGIS 2014: 18-25 - [i9]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 abs/1401.5743 (2014) - [i8]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 abs/1405.4301 (2014) - [i7]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 abs/1406.4400 (2014) - 2013
- [c2]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: 1:1-1:8 - [c1]Sahar Hoteit, Stefano Secci, Stanislav Sobolevsky, Guy Pujolle, Carlo Ratti:
Estimating Real Human Trajectories through Mobile Phone Data. MDM (2) 2013: 148-153 - [i6]Stanislav Sobolevsky, Riccardo Campari, Alexander Belyi, Carlo Ratti:
A General Optimization Technique for High Quality Community Detection in Complex Networks. CoRR abs/1308.3508 (2013) - [i5]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 abs/1310.1829 (2013) - [i4]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 abs/1310.2963 (2013) - [i3]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 abs/1310.6129 (2013) - [i2]Bartosz Hawelka, Izabela Sitko, Euro Beinat, Stanislav Sobolevsky, Pavlos Kazakopoulos, Carlo Ratti:
Geo-located Twitter as the proxy for global mobility patterns. CoRR abs/1311.0680 (2013) - [i1]Kevin S. Kung, Stanislav Sobolevsky, Carlo Ratti:
Exploring universal patterns in human home/work commuting from mobile phone data. CoRR abs/1311.2911 (2013)
Coauthor Index
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