Stanislav Sobolevsky

83 papers B 1Journal 61Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FastODT: A tree-based framework for efficient continual learning. CoRR Daniel Bretsko, Piotr Walas, Devashish Khulbe, Sebastian Stros, Stanislav Sobolevsky, Tomas Satura
2025	J	`jnl`	Commute Networks as a Signature of Urban Socioeconomic Performance: Evaluating Mobility Structures with Deep Learning Models. CoRR Devashish Khulbe, Alexander Belyi, Stanislav Sobolevsky
2025	J	`jnl`	Urban delineation through the lens of commute networks: Leveraging graph embeddings to distinguish socioeconomic groups in cities. CoRR Devashish Khulbe, Stanislav Sobolevsky
2024	J	`jnl`	A Perspective on Foundation Models for the Electric Power Grid. CoRR 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
2024	B	`conf`	How We Perceive Places: Measuring Biomarkers of Stress in Urban Environments Using Personal Exposure Sensors, Deep Learning and Functional Data Analysis. SAP 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
2024	J	`jnl`	METS-R SIM: A simulator for Multi-modal Energy-optimal Trip Scheduling in Real-time with shared autonomous electric vehicles. Simul. Model. Pract. Theory Zengxiang Lei, Jiawei Xue, Xiaowei Chen, Xinwu Qian, Charitha Saumya, Mingyi He, Stanislav Sobolevsky, Milind Kulkarni, Satish V. Ukkusuri
2024	J	`jnl`	Urban delineation through a prism of intraday commute patterns. Frontiers Big Data Yuri Bogomolov, Alexander Belyi, Stanislav Sobolevsky
2023	—	`conf`	Comparative Analysis of Community Detection and Transformer-Based Approaches for Topic Clustering of Scientific Papers. ICCSA (1) Daniel Bretsko, Alexander Belyi, Stanislav Sobolevsky
2023	—	`conf`	Deep Learning Attention Model for Supervised and Unsupervised Network Community Detection. ICCS (4) Stanislav Sobolevsky
2023	—	`conf`	Mobility Networks as a Predictor of Socioeconomic Status in Urban Systems. ICCSA (2) Devashish Khulbe, Alexander Belyi, Ondrej Mikes, Stanislav Sobolevsky
2023	—	`conf`	Prediction of Urban Population-Facilities Interactions with Graph Neural Network. ICCSA (1) Margarita E. Mishina, Stanislav Sobolevsky, Elizaveta Kovtun, Alexander A. Khrulkov, Alexander Belyi, Semen A. Budennyy, Sergey A. Mityagin
2023	J	`jnl`	Subnetwork constraints for tighter upper bounds and exact solution of the clique partitioning problem. Math. Methods Oper. Res. Alexander Belyi, Stanislav Sobolevsky, Alexander Kurbatski, Carlo Ratti
2023	—	`conf`	Urban Zoning Using Intraday Mobile Phone-Based Commuter Patterns in the City of Brno. ICCSA (2) Yuri Bogomolov, Alexander Belyi, Ondrej Mikes, Stanislav Sobolevsky
2022	J	`jnl`	Graph neural network inspired algorithm for unsupervised network community detection. Appl. Netw. Sci. Stanislav Sobolevsky, Alexander Belyi
2022	—	`conf`	Network Size Reduction Preserving Optimal Modularity and Clique Partition. ICCSA (1) Alexander Belyi, Stanislav Sobolevsky
2021	—	`conf`	ADDS-EVS: An agent-based deployment decision-support system for electric vehicle services. ITSC Zengxiang Lei, Jiawei Xue, Xiaowei Chen, Charitha Saumya, Xinwu Qian, Mingyi He, Stanislav Sobolevsky, Satish V. Ukkusuri
2021	J	`jnl`	Hierarchical Graph Neural Networks. CoRR Stanislav Sobolevsky
2021	J	`jnl`	Pattern Ensembling for Spatial Trajectory Reconstruction. CoRR Shivam Pathak, Mingyi He, Sergey Malinchik, Stanislav Sobolevsky
2021	J	`jnl`	Recurrent Graph Neural Network Algorithm for Unsupervised Network Community Detection. CoRR Stanislav Sobolevsky
2021	—	`conf`	Social Activity Networks Shaping St. Petersburg. HICSS David Landsman, Philipp Kats, Aleksandra Nenko, Sergei Kudinov, Stanislav Sobolevsky
2021	J	`jnl`	Subnetwork Constraints for Tighter Upper Bounds and Exact Solution of the Clique Partitioning Problem. CoRR Alexander Belyi, Stanislav Sobolevsky, Alexander Kurbatski, Carlo Ratti
2019	J	`jnl`	Modeling Spatio-Temporal Evolution of Urban Crowd Flows. ISPRS Int. J. Geo Inf. Kun Qin, Yuanquan Xu, Chaogui Kang, Stanislav Sobolevsky, Mei-Po Kwan
2019	J	`jnl`	Pattern and Anomaly Detection in Urban Temporal Networks. CoRR Mingyi He, Shivam Pathak, Urwa Muaz, Jingtian Zhou, Saloni Saini, Sergey Malinchik, Stanislav Sobolevsky
2019	—	`conf`	Stationary Spatial Charging Demand Distribution for Commercial Electric Vehicles in Urban Area. ITSC Xinwu Qian, Jiawei Xue, Stanislav Sobolevsky, Chao Yang, Satish V. Ukkusuri
2019	J	`jnl`	Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection. CoRR Urwa Muaz, Stanislav Sobolevsky
2018	J	`jnl`	Complex network representation through multi-dimensional node projection. CoRR Stanislav Sobolevsky
2018	J	`jnl`	Deriving human activity from geo-located data by ontological and statistical reasoning. Knowl. Based Syst. Zolzaya Dashdorj, Stanislav Sobolevsky, SangKeun Lee, Carlo Ratti
2018	J	`jnl`	Digital Urban Sensing: A Multi-layered Approach. CoRR Enwei Zhu, Maham Khan, Philipp Kats, Shreya Santosh Bamne, Stanislav Sobolevsky
2018	J	`jnl`	Impact Of Bike Sharing In New York City. CoRR Stanislav Sobolevsky, Ekaterina Levitskaya, Henry C. B. Chan, Marc Postle, Constantine E. Kontokosta
2018	—	`conf`	Twitter Connections Shaping New York City. HICSS Stanislav Sobolevsky, Philipp Kats, Sergey Malinchik, Mark Hoffman, Brian P. Kettler, Constantine E. Kontokosta
2017	J	`jnl`	A Clustering Validity Index Based on Pairing Frequency. IEEE Access Hongyan Cui, Kuo Zhang, Yajun Fang, Stanislav Sobolevsky, Carlo Ratti, Berthold K. P. Horn
2017	J	`jnl`	Analysis of pedestrian behaviors through non-invasive Bluetooth monitoring. CoRR Yuji Yoshimura, Alexander Amini, Stanislav Sobolevsky, Josep Blat, Carlo Ratti
2017	J	`jnl`	Big Data Analytics and Business Intelligence in Industry. Inf. Syst. Frontiers Shih-Chia Huang, Suzanne McIntosh, Stanislav Sobolevsky, Patrick C. K. Hung
2017	—	`conf`	Geo-Tagged Social Media Data as a Proxy for Urban Mobility. AHFE (26) Cheng Qian, Philipp Kats, Sergey Malinchik, Mark Hoffman, Brian P. Kettler, Constantine E. Kontokosta, Stanislav Sobolevsky
2017	J	`jnl`	Global multi-layer network of human mobility. Int. J. Geogr. Inf. Sci. Alexander Belyi, Iva Bojic, Stanislav Sobolevsky, Izabela Sitko, Bartosz Hawelka, Lada Rudikova, Alexander Kurbatski, Carlo Ratti
2017	J	`jnl`	Impact Of Urban Technology Deployments On Local Commercial Activity. CoRR Stanislav Sobolevsky, Ekaterina Levitskaya, Henry C. B. Chan, Shefali Enaker, Joe Bailey, Marc Postle, Yuriy Loukachev, Melinda Rolfs, Constantine E. Kontokosta
2017	J	`jnl`	Inferring hierarchical structure of spatial and generic complex networks through a modeling framework. CoRR Stanislav Sobolevsky
2017	J	`jnl`	Optimality Of Community Structure In Complex Networks. CoRR Stanislav Sobolevsky, Alexander Belyi, Carlo Ratti
2017	—	`conf`	Predicting regional economic indices using big data of individual bank card transactions. IEEE BigData Stanislav Sobolevsky, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Carlo Ratti
2017	J	`jnl`	Twitter Activity Timeline as a Signature of Urban Neighborhood. CoRR Philipp Kats, Cheng Qian, Constantine E. Kontokosta, Stanislav Sobolevsky
2016	J	`jnl`	An analysis of visitors' behavior in the Louvre Museum: A study using Bluetooth data. CoRR Yuji Yoshimura, Stanislav Sobolevsky, Carlo Ratti, Fabien Girardin, Juan Pablo Carrascal, Josep Blat, Roberta Sinatra
2016	J	`jnl`	Analysis of Customers' Spatial Distribution Through Transaction Datasets. Trans. Large Scale Data Knowl. Centered Syst. Yuji Yoshimura, Alexander Amini, Stanislav Sobolevsky, Josep Blat, Carlo Ratti
2016	J	`jnl`	Characterization of Behavioral Patterns Exploiting Description of Geographical Areas. Trans. Large Scale Data Knowl. Centered Syst. Zolzaya Dashdorj, Stanislav Sobolevsky
2016	J	`jnl`	Editorial Preface: Special Issue on Big Data Analytics, Infrastructure, and Applications. IEEE Trans. Serv. Comput. Stanislav Sobolevsky, Suzanne McIntosh, Patrick C. K. Hung
2016	J	`jnl`	Global multi-layer network of human mobility. CoRR Alexander Belyi, Iva Bojic, Stanislav Sobolevsky, Izabela Sitko, Bartosz Hawelka, Lada Rudikova, Alexander Kurbatski, Carlo Ratti
2016	J	`jnl`	Scaling of foreign attractiveness for countries and states. CoRR Iva Bojic, Alexander Belyi, Carlo Ratti, Stanislav Sobolevsky
2016	J	`jnl`	Structure of 311 Service Requests as a Signature of Urban Location. CoRR Lingjing Wang, Cheng Qian, Constantine E. Kontokosta, Stanislav Sobolevsky
2016	J	`jnl`	Sublinear scaling of country attractiveness observed from Flickr dataset. CoRR Iva Bojic, Ivana Nizetic-Kosovic, Alexander Belyi, Stanislav Sobolevsky, Vedran Podobnik, Carlo Ratti
2016	—	`ed.`	Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVII - Special Issue on Big Data for Complex Urban Systems Trans. Large-Scale Data- and Knowledge-Centered Systems Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Amin Anjomshoaa, Patrick C. K. Hung, Dominik Kalisch, Stanislav Sobolevsky
2016	J	`jnl`	Urban association rules: uncovering linked trips for shopping behavior. CoRR Yuji Yoshimura, Stanislav Sobolevsky, Juan N. Bautista Hobin, Carlo Ratti, Josep Blat
2015	J	`jnl`	Characterization of behavioral patterns exploiting description of geographical areas. CoRR Zolzaya Dashdorj, Stanislav Sobolevsky
2015	—	`conf`	Choosing the Right Home Location Definition Method for the Given Dataset. SocInfo Iva Bojic, Emanuele Massaro, Alexander Belyi, Stanislav Sobolevsky, Carlo Ratti
2015	J	`jnl`	Choosing the right home location definition method for the given dataset. CoRR Iva Bojic, Emanuele Massaro, Alexander Belyi, Stanislav Sobolevsky, Carlo Ratti
2015	J	`jnl`	Cities through the Prism of People's Spending Behavior. CoRR Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
2015	—	`conf`	Design and Realization of Cognitive Routing Resources Using Big Data Analysis in SDN. BigData Congress Hongyan Cui, Yuchen Zhang, Chenhang Ma, Wei Lai, Norman C. Beaulieu, Stanislav Sobolevsky, Yunjie Liu
2015	J	`jnl`	Exploring Invariants & Patterns in Human Commute time. CoRR Hongyan Cui, Yuxiao Wu, Stanislav Sobolevsky, Shuai Xu, Carlo Ratti
2015	—	`conf`	Impact of the spatial context on human communication activity. UbiComp/ISWC Adjunct Zolzaya Dashdorj, Stanislav Sobolevsky
2015	J	`jnl`	Impact of the spatial context on human communication activity. CoRR Zolzaya Dashdorj, Stanislav Sobolevsky
2015	J	`jnl`	Predicting Regional Economic Indices using Big Data of Individual Bank Card Transactions. CoRR Stanislav Sobolevsky, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Carlo Ratti
2015	—	`conf`	Scaling of City Attractiveness for Foreign Visitors through Big Data of Human Economical and Social Media Activity. BigData Congress Stanislav Sobolevsky, Iva Bojic, Alexander Belyi, Izabela Sitko, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
2015	J	`jnl`	Scaling of city attractiveness for foreign visitors through big data of human economical and social media activity. CoRR Stanislav Sobolevsky, Iva Bojic, Alexander Belyi, Izabela Sitko, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
2015	J	`jnl`	Semantic Enrichment of Mobile Phone Data Records Using Background Knowledge. CoRR Zolzaya Dashdorj, Stanislav Sobolevsky, Luciano Serafini, Fabrizio Antonelli, Carlo Ratti
2015	J	`jnl`	Urban Magnetism Through The Lens of Geo-tagged Photography. CoRR Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González
2015	J	`jnl`	Urban magnetism through the lens of geo-tagged photography. EPJ Data Sci. Silvia Paldino, Iva Bojic, Stanislav Sobolevsky, Carlo Ratti, Marta C. González
2015	J	`jnl`	Visualizing signatures of human activity in cities across the globe. CoRR Dániel Kondor, Pierrick Thébault, Sebastian Grauwin, István Gódor, Simon Moritz, Stanislav Sobolevsky, Carlo Ratti
2014	J	`jnl`	A new insight into land use classification based on aggregated mobile phone data. Int. J. Geogr. Inf. Sci. Tao Pei, Stanislav Sobolevsky, Carlo Ratti, Shih-Lung Shaw, Ting Li, Chenghu Zhou
2014	J	`jnl`	Estimating human trajectories and hotspots through mobile phone data. Comput. Networks Sahar Hoteit, Stefano Secci, Stanislav Sobolevsky, Carlo Ratti, Guy Pujolle
2014	—	`conf`	Human activity recognition from spatial data sources. MobiGIS Zolzaya Dashdorj, Stanislav Sobolevsky, Luciano Serafini, Carlo Ratti
2014	J	`jnl`	Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions. CoRR Stanislav Sobolevsky, Izabela Sitko, Sebastian Grauwin, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
2014	—	`conf`	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 Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti
2014	J	`jnl`	Quantifying the benefits of vehicle pooling with shareability networks. Proc. Natl. Acad. Sci. USA Paolo Santi, Giovanni Resta, Michael Szell, Stanislav Sobolevsky, Steven H. Strogatz, Carlo Ratti
2014	J	`jnl`	Reply to Lopez et al.: Sustainable implementation of taxi sharing requires understanding systemic effects. Proc. Natl. Acad. Sci. USA Paolo Santi, Giovanni Resta, Michael Szell, Stanislav Sobolevsky, Steven H. Strogatz, Carlo Ratti
2014	J	`jnl`	The Impact of Social Segregation on Human Mobility in Developing and Urbanized Regions. CoRR Alexander Amini, Kevin S. Kung, Chaogui Kang, Stanislav Sobolevsky, Carlo Ratti
2014	J	`jnl`	The impact of social segregation on human mobility in developing and industrialized regions. EPJ Data Sci. Alexander Amini, Kevin S. Kung, Chaogui Kang, Stanislav Sobolevsky, Carlo Ratti
2014	J	`jnl`	Towards a comparative science of cities: using mobile traffic records in New York, London and Hong Kong. CoRR Sebastian Grauwin, Stanislav Sobolevsky, Simon Moritz, István Gódor, Carlo Ratti
2013	J	`jnl`	A General Optimization Technique for High Quality Community Detection in Complex Networks. CoRR Stanislav Sobolevsky, Riccardo Campari, Alexander Belyi, Carlo Ratti
2013	J	`jnl`	A New Insight into Land Use Classification Based on Aggregated Mobile Phone Data. CoRR Tao Pei, Stanislav Sobolevsky, Carlo Ratti, Shih-Lung Shaw, Chenghu Zhou
2013	J	`jnl`	Delineating geographical regions with networks of human interactions in an extensive set of countries. CoRR Stanislav Sobolevsky, Michael Szell, Riccardo Campari, Thomas Couronné, Zbigniew Smoreda, Carlo Ratti
2013	—	`conf`	Estimating Real Human Trajectories through Mobile Phone Data. MDM (2) Sahar Hoteit, Stefano Secci, Stanislav Sobolevsky, Guy Pujolle, Carlo Ratti
2013	—	`conf`	Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages. UrbComp@KDD Chaogui Kang, Stanislav Sobolevsky, Yu Liu, Carlo Ratti
2013	J	`jnl`	Exploring universal patterns in human home/work commuting from mobile phone data. CoRR Kevin S. Kung, Stanislav Sobolevsky, Carlo Ratti
2013	J	`jnl`	Geo-located Twitter as the proxy for global mobility patterns. CoRR Bartosz Hawelka, Izabela Sitko, Euro Beinat, Stanislav Sobolevsky, Pavlos Kazakopoulos, Carlo Ratti
2013	J	`jnl`	Taxi pooling in New York City: a network-based approach to social sharing problems. CoRR Paolo Santi, Giovanni Resta, Michael Szell, Stanislav Sobolevsky, Steven H. Strogatz, Carlo Ratti