Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages. - Chaogui Kang; Stanislav Sobolevsky; Yu Liu 003; Carlo Ratti (UrbComp@KDD, 2013)

Estimating Real Human Trajectories through Mobile Phone Data. - Sahar Hoteit; Stefano Secci; Stanislav Sobolevsky; Guy Pujolle; Carlo Ratti (MDM (2), 2013)

Geo-located Twitter as the proxy for global mobility patterns. - Bartosz Hawelka; Izabela Sitko; Euro Beinat; Stanislav Sobolevsky; Pavlos Kazakopoulos; Carlo Ratti (CoRR, 2013)

Exploring universal patterns in human home/work commuting from mobile phone data. - Kevin S. Kung; Stanislav Sobolevsky; Carlo Ratti (CoRR, 2013)

A New Insight into Land Use Classification Based on Aggregated Mobile Phone Data. - Tao Pei; Stanislav Sobolevsky; Carlo Ratti; Shih-Lung Shaw; Chenghu Zhou (CoRR, 2013)

Taxi pooling in New York City: a network-based approach to social sharing problems. - Paolo Santi; Giovanni Resta; Michael Szell; Stanislav Sobolevsky; Steven H. Strogatz; Carlo Ratti (CoRR, 2013)

A General Optimization Technique for High Quality Community Detection in Complex Networks. - Stanislav Sobolevsky; Riccardo Campari; Alexander Belyi; Carlo Ratti (CoRR, 2013)

Delineating geographical regions with networks of human interactions in an extensive set of countries. - Stanislav Sobolevsky; Michael Szell; Riccardo Campari; Thomas Couronné; Zbigniew Smoreda; Carlo Ratti (CoRR, 2013)

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. - Stanislav Sobolevsky; Izabela Sitko; Remi Tachet des Combes; Bartosz Hawelka; Juan Murillo Arias; Carlo Ratti (BigData Congress, 2014)

Human activity recognition from spatial data sources. - Zolzaya Dashdorj; Stanislav Sobolevsky; Luciano Serafini; Carlo Ratti (MobiGIS, 2014)

Estimating human trajectories and hotspots through mobile phone data. - Sahar Hoteit; Stefano Secci; Stanislav Sobolevsky; Carlo Ratti; Guy Pujolle (Comput. Networks, 2014)

The Impact of Social Segregation on Human Mobility in Developing and Urbanized Regions. - Alexander Amini; Kevin S. Kung; Chaogui Kang; Stanislav Sobolevsky; Carlo Ratti (CoRR, 2014)

Towards a comparative science of cities: using mobile traffic records in New York, London and Hong Kong. - Sebastian Grauwin; Stanislav Sobolevsky; Simon Moritz; István Gódor; Carlo Ratti (CoRR, 2014)

Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions. - Stanislav Sobolevsky; Izabela Sitko; Sebastian Grauwin; Remi Tachet des Combes; Bartosz Hawelka; Juan Murillo Arias; Carlo Ratti (CoRR, 2014)

The impact of social segregation on human mobility in developing and industrialized regions. - Alexander Amini; Kevin S. Kung; Chaogui Kang; Stanislav Sobolevsky; Carlo Ratti (EPJ Data Sci., 2014)

A new insight into land use classification based on aggregated mobile phone data. - Tao Pei; Stanislav Sobolevsky; Carlo Ratti; Shih-Lung Shaw; Ting Li; Chenghu Zhou (Int. J. Geogr. Inf. Sci., 2014)

Quantifying the benefits of vehicle pooling with shareability networks. - Paolo Santi; Giovanni Resta; Michael Szell; Stanislav Sobolevsky; Steven H. Strogatz; Carlo Ratti (Proc. Natl. Acad. Sci. USA, 2014)

Reply to Lopez et al.: Sustainable implementation of taxi sharing requires understanding systemic effects. - Paolo Santi; Giovanni Resta; Michael Szell; Stanislav Sobolevsky; Steven H. Strogatz; Carlo Ratti (Proc. Natl. Acad. Sci. USA, 2014)

Design and Realization of Cognitive Routing Resources Using Big Data Analysis in SDN. - Hongyan Cui; Yuchen Zhang; Chenhang Ma; Wei Lai; Norman C. Beaulieu; Stanislav Sobolevsky; Yunjie Liu 001 (BigData Congress, 2015)

Scaling of City Attractiveness for Foreign Visitors through Big Data of Human Economical and Social Media Activity. - Stanislav Sobolevsky; Iva Bojic; Alexander Belyi; Izabela Sitko; Bartosz Hawelka; Juan Murillo Arias; Carlo Ratti (BigData Congress, 2015)

Impact of the spatial context on human communication activity. - Zolzaya Dashdorj; Stanislav Sobolevsky (UbiComp/ISWC Adjunct, 2015)

Choosing the Right Home Location Definition Method for the Given Dataset. - Iva Bojic; Emanuele Massaro; Alexander Belyi; Stanislav Sobolevsky; Carlo Ratti (SocInfo, 2015)

Exploring Invariants & Patterns in Human Commute time. - Hongyan Cui; Yuxiao Wu; Stanislav Sobolevsky; Shuai Xu; Carlo Ratti (CoRR, 2015)

Semantic Enrichment of Mobile Phone Data Records Using Background Knowledge. - Zolzaya Dashdorj; Stanislav Sobolevsky; Luciano Serafini; Fabrizio Antonelli; Carlo Ratti (CoRR, 2015)

Visualizing signatures of human activity in cities across the globe. - Dániel Kondor; Pierrick Thébault; Sebastian Grauwin; István Gódor; Simon Moritz; Stanislav Sobolevsky; Carlo Ratti (CoRR, 2015)

Cities through the Prism of People's Spending Behavior. - Stanislav Sobolevsky; Izabela Sitko; Remi Tachet des Combes; Bartosz Hawelka; Juan Murillo Arias; Carlo Ratti (CoRR, 2015)

Urban magnetism through the lens of geo-tagged photography. - Silvia Paldino; Iva Bojic; Stanislav Sobolevsky; Carlo Ratti; Marta C. González (EPJ Data Sci., 2015)

Scaling of foreign attractiveness for countries and states. - Iva Bojic; Alexander Belyi; Carlo Ratti; Stanislav Sobolevsky (CoRR, 2016)

Sublinear scaling of country attractiveness observed from Flickr dataset. - Iva Bojic; Ivana Nizetic-Kosovic; Alexander Belyi; Stanislav Sobolevsky; Vedran Podobnik; Carlo Ratti (CoRR, 2016)

Structure of 311 Service Requests as a Signature of Urban Location. - Lingjing Wang; Cheng Qian; Constantine E. Kontokosta; Stanislav Sobolevsky (CoRR, 2016)

Urban association rules: uncovering linked trips for shopping behavior. - Yuji Yoshimura; Stanislav Sobolevsky; Juan N. Bautista Hobin; Carlo Ratti; Josep Blat (CoRR, 2016)

An analysis of visitors' behavior in the Louvre Museum: A study using Bluetooth data. - Yuji Yoshimura; Stanislav Sobolevsky; Carlo Ratti; Fabien Girardin; Juan Pablo Carrascal; Josep Blat; Roberta Sinatra (CoRR, 2016)

Characterization of Behavioral Patterns Exploiting Description of Geographical Areas. - Zolzaya Dashdorj; Stanislav Sobolevsky (Trans. Large Scale Data Knowl. Centered Syst., 2016)

Analysis of Customers' Spatial Distribution Through Transaction Datasets. - Yuji Yoshimura; Alexander Amini; Stanislav Sobolevsky; Josep Blat; Carlo Ratti (Trans. Large Scale Data Knowl. Centered Syst., 2016)

Editorial Preface: Special Issue on Big Data Analytics, Infrastructure, and Applications. - Stanislav Sobolevsky; Suzanne McIntosh; Patrick C. K. Hung (IEEE Trans. Serv. Comput., 2016)

Geo-Tagged Social Media Data as a Proxy for Urban Mobility. - Cheng Qian; Philipp Kats; Sergey Malinchik; Mark Hoffman; Brian P. Kettler; Constantine E. Kontokosta; Stanislav Sobolevsky (AHFE (26), 2017)

Predicting regional economic indices using big data of individual bank card transactions. - Stanislav Sobolevsky; Emanuele Massaro; Iva Bojic; Juan Murillo Arias; Carlo Ratti (IEEE BigData, 2017)

A Clustering Validity Index Based on Pairing Frequency. - Hongyan Cui; Kuo Zhang; Yajun Fang; Stanislav Sobolevsky; Carlo Ratti; Berthold K. P. Horn (IEEE Access, 2017)

Twitter Activity Timeline as a Signature of Urban Neighborhood. - Philipp Kats; Cheng Qian; Constantine E. Kontokosta; Stanislav Sobolevsky (CoRR, 2017)

Analysis of pedestrian behaviors through non-invasive Bluetooth monitoring. - Yuji Yoshimura; Alexander Amini; Stanislav Sobolevsky; Josep Blat; Carlo Ratti (CoRR, 2017)

Impact Of Urban Technology Deployments On Local Commercial Activity. - Stanislav Sobolevsky; Ekaterina Levitskaya; Henry C. B. Chan; Shefali Enaker; Joe Bailey; Marc Postle; Yuriy Loukachev; Melinda Rolfs; Constantine E. Kontokosta (CoRR, 2017)

Optimality Of Community Structure In Complex Networks. - Stanislav Sobolevsky; Alexander Belyi; Carlo Ratti (CoRR, 2017)

Inferring hierarchical structure of spatial and generic complex networks through a modeling framework. - Stanislav Sobolevsky (CoRR, 2017)

Global multi-layer network of human mobility. - Alexander Belyi; Iva Bojic; Stanislav Sobolevsky; Izabela Sitko; Bartosz Hawelka; Lada Rudikova; Alexander Kurbatski; Carlo Ratti (Int. J. Geogr. Inf. Sci., 2017)

Big Data Analytics and Business Intelligence in Industry. - Shih-Chia Huang; Suzanne McIntosh; Stanislav Sobolevsky; Patrick C. K. Hung (Inf. Syst. Frontiers, 2017)

Twitter Connections Shaping New York City. - Stanislav Sobolevsky; Philipp Kats; Sergey Malinchik; Mark Hoffman; Brian P. Kettler; Constantine E. Kontokosta (HICSS, 2018)

Complex network representation through multi-dimensional node projection. - Stanislav Sobolevsky (CoRR, 2018)

Impact Of Bike Sharing In New York City. - Stanislav Sobolevsky; Ekaterina Levitskaya; Henry C. B. Chan; Marc Postle; Constantine E. Kontokosta (CoRR, 2018)

Digital Urban Sensing: A Multi-layered Approach. - Enwei Zhu; Maham Khan; Philipp Kats; Shreya Santosh Bamne; Stanislav Sobolevsky (CoRR, 2018)

Deriving human activity from geo-located data by ontological and statistical reasoning. - Zolzaya Dashdorj; Stanislav Sobolevsky; SangKeun Lee 001; Carlo Ratti (Knowl. Based Syst., 2018)

Stationary Spatial Charging Demand Distribution for Commercial Electric Vehicles in Urban Area. - Xinwu Qian; Jiawei Xue; Stanislav Sobolevsky; Chao Yang 034; Satish V. Ukkusuri (ITSC, 2019)

Pattern and Anomaly Detection in Urban Temporal Networks. - Mingyi He; Shivam Pathak; Urwa Muaz; Jingtian Zhou; Saloni Saini; Sergey Malinchik; Stanislav Sobolevsky (CoRR, 2019)

Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection. - Urwa Muaz; Stanislav Sobolevsky (CoRR, 2019)

Modeling Spatio-Temporal Evolution of Urban Crowd Flows. - Kun Qin; Yuanquan Xu; Chaogui Kang; Stanislav Sobolevsky; Mei-Po Kwan (ISPRS Int. J. Geo Inf., 2019)

Social Activity Networks Shaping St. Petersburg. - David Landsman; Philipp Kats; Aleksandra Nenko; Sergei Kudinov; Stanislav Sobolevsky (HICSS, 2021)

ADDS-EVS: An agent-based deployment decision-support system for electric vehicle services. - Zengxiang Lei; Jiawei Xue; Xiaowei Chen; Charitha Saumya; Xinwu Qian; Mingyi He; Stanislav Sobolevsky; Satish V. Ukkusuri (ITSC, 2021)

Pattern Ensembling for Spatial Trajectory Reconstruction. - Shivam Pathak; Mingyi He; Sergey Malinchik; Stanislav Sobolevsky (CoRR, 2021)

Recurrent Graph Neural Network Algorithm for Unsupervised Network Community Detection. - Stanislav Sobolevsky (CoRR, 2021)

Hierarchical Graph Neural Networks. - Stanislav Sobolevsky (CoRR, 2021)

Network Size Reduction Preserving Optimal Modularity and Clique Partition. - Alexander Belyi; Stanislav Sobolevsky (ICCSA (1), 2022)

Graph neural network inspired algorithm for unsupervised network community detection. - Stanislav Sobolevsky; Alexander Belyi (Appl. Netw. Sci., 2022)

Deep Learning Attention Model for Supervised and Unsupervised Network Community Detection. - Stanislav Sobolevsky (ICCS (4), 2023)

Urban Zoning Using Intraday Mobile Phone-Based Commuter Patterns in the City of Brno. - Yuri Bogomolov; Alexander Belyi; Ondrej Mikes; Stanislav Sobolevsky (ICCSA (2), 2023)

Comparative Analysis of Community Detection and Transformer-Based Approaches for Topic Clustering of Scientific Papers. - Daniel Bretsko; Alexander Belyi; Stanislav Sobolevsky (ICCSA (1), 2023)

Mobility Networks as a Predictor of Socioeconomic Status in Urban Systems. - Devashish Khulbe; Alexander Belyi; Ondrej Mikes; Stanislav Sobolevsky (ICCSA (2), 2023)

Prediction of Urban Population-Facilities Interactions with Graph Neural Network. - Margarita E. Mishina; Stanislav Sobolevsky; Elizaveta Kovtun; Alexander A. Khrulkov; Alexander Belyi; Semen A. Budennyy; Sergey A. Mityagin (ICCSA (1), 2023)

Subnetwork constraints for tighter upper bounds and exact solution of the clique partitioning problem. - Alexander Belyi; Stanislav Sobolevsky; Alexander Kurbatski; Carlo Ratti (Math. Methods Oper. Res., 2023)

How We Perceive Places: Measuring Biomarkers of Stress in Urban Environments Using Personal Exposure Sensors, Deep Learning and Functional Data Analysis. - Tadeas Dvorak; Marketa Makarova; Devashish Khulbe; Radim Lískovec; Ondrej Malina; David Górny; Pavel Morcinek; Tomas Pompa; Ondrej Mikes; Veronika Eclerová; Filip Zlamal; Stanislav Sobolevsky; et al. (SAP, 2024)

A Perspective on Foundation Models for the Electric Power Grid. - 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; et al. (CoRR, 2024)

Urban delineation through a prism of intraday commute patterns. - Yuri Bogomolov; Alexander Belyi; Stanislav Sobolevsky (Frontiers Big Data, 2024)

METS-R SIM: A simulator for Multi-modal Energy-optimal Trip Scheduling in Real-time with shared autonomous electric vehicles. - Zengxiang Lei; Jiawei Xue; Xiaowei Chen; Xinwu Qian; Charitha Saumya; Mingyi He; Stanislav Sobolevsky; Milind Kulkarni 001; Satish V. Ukkusuri (Simul. Model. Pract. Theory, 2024)

Commute Networks as a Signature of Urban Socioeconomic Performance: Evaluating Mobility Structures with Deep Learning Models. - Devashish Khulbe; Alexander Belyi; Stanislav Sobolevsky (CoRR, 2025)

Urban delineation through the lens of commute networks: Leveraging graph embeddings to distinguish socioeconomic groups in cities. - Devashish Khulbe; Stanislav Sobolevsky (CoRR, 2025)