Illuminating clay: a 3-D tangible interface for landscape analysis. - Ben Piper; Carlo Ratti; Hiroshi Ishii 001 (CHI, 2002)

PHOXEL-SPACE: an interface for exploring volumetric data with physical voxels. - Carlo Ratti; Yao Wang; Ben Piper; Hiroshi Ishii 001; Assaf Biderman (Conference on Designing Interactive Systems, 2004)

Tangible User Interfaces (TUIs): A Novel Paradigm for GIS. - Carlo Ratti; Yao Wang; Hiroshi Ishii 001; Ben Piper; Dennis Frenchman (Trans. GIS, 2004)

Real-Time Landscape Model Interaction Using a Tangible Geospatial Modeling Environment. - Helena Mitásová; Lubos Mitas; Carlo Ratti; Hiroshi Ishii 001; Jason Alonso; Russell S. Harmon (IEEE Computer Graphics and Applications, 2006)

Urban Computing and Mobile Devices. - Francesco Calabrese; Kristian Kloeckl; Carlo Ratti; Mark Bilandzic; Marcus Foth; Angela Button; Helen Klaebe; Laura Forlano 001; Sean White; Petia Morozov; Steven Feiner; Fabien Girardin; et al. (IEEE Pervasive Comput., 2007)

Cellular Census: Explorations in Urban Data Collection. - Jonathan Reades; Francesco Calabrese; Andres Sevtsuk; Carlo Ratti (IEEE Pervasive Comput., 2007)

Mobile Landscapes: Graz in Real Time. - Carlo Ratti; Andres Sevtsuk; Sonya Huang; Rudolf Pailer (Location Based Services and TeleCartography, 2007)

An Approach towards Real-Time Data Exchange Platform System Architecture (concise contribution). - Bernd Resch; Francesco Calabrese; Assaf Biderman; Carlo Ratti (PerCom, 2008)

Leveraging explicitly disclosed location information to understand tourist dynamics: a case study. - Fabien Girardin; Filippo Dal Fiore; Carlo Ratti; Josep Blat (J. Locat. Based Serv., 2008)

Digital Footprinting: Uncovering Tourists with User-Generated Content. - Fabien Girardin; Francesco Calabrese; Filippo Dal Fiore; Carlo Ratti; Josep Blat (IEEE Pervasive Comput., 2008)

Place Enrichment by Mining the Web. - Ana Oliveira Alves; Francisco C. Pereira; Assaf Biderman; Carlo Ratti (AmI, 2009)

Scaling Behaviors in the Communication Network between Cities. - Gautier Krings; Francesco Calabrese; Carlo Ratti; Vincent D. Blondel (CSE (4), 2009)

Towards the SocioScope: an information system for the study of social dynamics through digital traces. - Andrea Vaccari; Francesco Calabrese; Bing Liu 001; Carlo Ratti (GIS, 2009)

Understanding individual and collective mobility patterns from smart card records: A case study in Shenzhen. - Liang Liu; Anyang Hou; Assaf Biderman; Carlo Ratti; Jun Chen (ITSC, 2009)

Space and time-dependant bus accessibility: A case study in Rome. - Fabio Pinelli; Anyang Hou; Francesco Calabrese; Mirco Nanni; Chris Zegras; Carlo Ratti (ITSC, 2009)

A holistic framework for the study of urban traces and the profiling of urban processes and dynamics. - Andrea Vaccari; Liang Liu; Assaf Biderman; Carlo Ratti; Francisco C. Pereira; João Oliveirinha; Alexandre Gerber (ITSC, 2009)

Context-based experience of the city via broadcasted content retrieval. - Nashid Nabian; Giusy Di Lorenzo; Francesco Calabrese; Carlo Ratti (MobiMedia, 2009)

An Affective Intelligent Driving Agent: Driver's Trajectory and Activities Prediction. - Giusy Di Lorenzo; Fabio Pinelli; Francisco C. Pereira; Assaf Biderman; Carlo Ratti; Charles Lee; Chuuhee Lee (VTC Fall, 2009)

Quantifying urban attractiveness from the distribution and density of digital footprints. - Fabien Girardin; Andrea Vaccari; Alexandre Gerber; Assaf Biderman; Carlo Ratti (Int. J. Spatial Data Infrastructures Res., 2009)

Sunscapes: 'Solar envelopes' and the analysis of urban DEMs. - Eugenio Morello; Carlo Ratti (Comput. Environ. Urban Syst., 2009)

Taxi-Aware Map: Identifying and Predicting Vacant Taxis in the City. - Santi Phithakkitnukoon; Marco Veloso; Carlos Bento 001; Assaf Biderman; Carlo Ratti (AmI, 2010)

The senseable city. - Carlo Ratti (COM.Geo, 2010)

Activity-Aware Map: Identifying Human Daily Activity Pattern Using Mobile Phone Data. - Santi Phithakkitnukoon; Teerayut Horanont; Giusy Di Lorenzo; Ryosuke Shibasaki; Carlo Ratti (HBU, 2010)

Human mobility prediction based on individual and collective geographical preferences. - Francesco Calabrese; Giusy Di Lorenzo; Carlo Ratti (ITSC, 2010)

Transportation mode inference from anonymized and aggregated mobile phone call detail records. - Huayong Wang; Francesco Calabrese; Giusy Di Lorenzo; Carlo Ratti (ITSC, 2010)

Ocean of information: fusing aggregate & individual dynamics for metropolitan analysis. - Mauro Martino; Francesco Calabrese; Giusy Di Lorenzo; Clio Andris; Liu Liang; Carlo Ratti (IUI, 2010)

The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events. - Francesco Calabrese; Francisco C. Pereira; Giusy Di Lorenzo; Liu Liang; Carlo Ratti (Pervasive, 2010)

Eigenplaces: Segmenting Space through Digital Signatures. - Francesco Calabrese; Jonathan Reades; Carlo Ratti (IEEE Pervasive Comput., 2010)

Uncovering cabdrivers' behavior patterns from their digital traces. - Liang Liu; Clio Andris; Carlo Ratti (Comput. Environ. Urban Syst., 2010)

The Connected States of America: Quantifying Social Radii of Influence. - Francesco Calabrese; Dominik Dahlem; Alexandre Gerber; DeDe Paul; Xiaoji Chen; James Rowland; Christopher Rath; Carlo Ratti (SocialCom/PASSAT, 2011)

Out of Sight Out of Mind-How Our Mobile Social Network Changes during Migration. - Santi Phithakkitnukoon; Francesco Calabrese; Zbigniew Smoreda; Carlo Ratti (SocialCom/PASSAT, 2011)

The interplay between telecommunications and face-to-face interactions - an initial study using mobile phone data - Francesco Calabrese; Zbigniew Smoreda; Vincent D. Blondel; Carlo Ratti (CoRR, 2011)

Investigation of the waste-removal chain through pervasive computing. - Avid Boustani; Lewis Girod; Dietmar Offenhuber; Rex Britter; Malima Isabelle Wolf; David Lee; Stephen Miles; Assaf Biderman; Carlo Ratti (IBM J. Res. Dev., 2011)

Estimating Origin-Destination Flows Using Mobile Phone Location Data. - Francesco Calabrese; Giusy Di Lorenzo; Liang Liu; Carlo Ratti (IEEE Pervasive Comput., 2011)

Mobile Phones and Outdoor Advertising: Measurable Advertising. - Daniele Quercia; Giusy Di Lorenzo; Francesco Calabrese; Carlo Ratti (IEEE Pervasive Comput., 2011)

Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome. - Francesco Calabrese; Massimo Colonna; Piero Lovisolo; Dario Parata; Carlo Ratti (IEEE Trans. Intell. Transp. Syst., 2011)

Content consumption cartography of the paris urban region using cellular probe data. - Sahar Hoteit; Stefano Secci; Zhuochao He; Cezary Ziemlicki; Zbigniew Smoreda; Carlo Ratti; Guy Pujolle (UrBaNe@CoNEXT, 2012)

New Tools for Studying Visitor Behaviours in Museums: A Case Study at the Louvre. - Yuji Yoshimura; Fabien Girardin; Juan Pablo Carrascal; Carlo Ratti; Josep Blat (ENTER, 2012)

Approximating Shortest Paths in Spatial Social Networks. - Carlo Ratti; Christian Sommer 001 (SocialCom/PASSAT, 2012)

Sankey Arcs - Visualizing edge weights in path graphs. - Till Nagel; Erik Duval; Andrew Vande Moere; Kristian Kloeckl; Carlo Ratti (EuroVis (Short Papers), 2012)

Kinects and Human Kinetics: A New Approach for Studying Crowd Behavior - Stefan Seer; Norbert Brändle; Carlo Ratti (CoRR, 2012)

The Scaling of Human Interactions with City Size - Markus Schläpfer; Luís M. A. Bettencourt; Mathias Raschke; Rob Claxton; Zbigniew Smoreda; Geoffrey B. West; Carlo Ratti (CoRR, 2012)

Special Issue on Smart Applications for Smart Cities - New Approaches to Innovation: Guest Editors' Introduction. - Hans Schaffers; Carlo Ratti; Nicos Komninos (J. Theor. Appl. Electron. Commer. Res., 2012)

FINS: Model-based design of flying indoor navigation system. - Anwar Al-Khateeb; Eric Baczuk; Carlo Ratti (CCNC, 2013)

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)

Smart cities [Guest Editorial]. - Mischa Dohler; Carlo Ratti; Jurij Paraszczak; Gordon Falconer (IEEE Commun. Mag., 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)

Digital breadcrumbs: Detecting urban mobility patterns and transport mode choices from cellphone networks. - Thomas Holleczek; Liang Yu; Joseph K. Lee; Oliver Senn; Kristian Kloeckl; Carlo Ratti; Patrick Jaillet (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)

Contraction of online response to major events. - Michael Szell; Sebastian Grauwin; Carlo Ratti (CoRR, 2013)

Tracking Trash. - Santi Phithakkitnukoon; Malima Isabelle Wolf; Dietmar Offenhuber; David Lee; Assaf Biderman; Carlo Ratti (IEEE Pervasive Comput., 2013)

Traffic Origins: A Simple Visualization Technique to Support Traffic Incident Analysis. - Afian Anwar; Till Nagel; Carlo Ratti (PacificVis, 2014)

Touching transport - a case study on visualizing metropolitan public transit on interactive tabletops. - Till Nagel; Martina Maitan; Erik Duval; Andrew Vande Moere; Joris Klerkx; Kristian Kloeckl; Carlo Ratti (AVI, 2014)

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)

Environmental Information System for Waste Electrical Electronic Equipment (WEEE) Managent: Case Study of Pernambuco (Brazil). - Lucia Helena Xavier; David Lee; Dietmar Offenhuber; Carlo Ratti; Alexsandro Diniz; Rodrigo Medeiros (EnviroInfo, 2014)

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

Learning from tracking waste: How transparent trash networks affect sustainable attitudes and behavior. - David Lee; Dietmar Offenhuber; Assaf Biderman; Carlo Ratti (WF-IoT, 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)

Quantifying the Benefits of Taxi Trips in New York through Shareability Networks. - Paolo Santi; Giovanni Resta; Carlo Ratti (ERCIM News, 2014)

Editorial of ETT Feature Issue: Smart Cities - Trends & Technologies. - Mischa Dohler; Carlo Ratti; Luis Muñoz; Periklis Chatzimisios (Trans. Emerg. Telecommun. Technol., 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)

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)

Forager: designing location-aware applications for informal waste recyclers in Brazil. - David Lee; Dietmar Offenhuber; Lucia Helena Xavier; Carlo Ratti (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)

Optimizing the Deployment of Electric Vehicle Charging Stations Using Pervasive Mobility Data. - Mohammad M. Vazifeh; Hongmou Zhang; Paolo Santi; 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)

Futurecraft. - Carlo Ratti (Conference on Designing Interactive Systems, 2016)

One to Many: Opportunities to Understanding Collective Behaviors in Urban Environments Through Individual's Passively-Collected Locative Data. - Anthony Vanky; Theodore Courtney; Santosh K. Verma; Carlo Ratti (HCI (19), 2016)

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)

Adaptive Cities: A Cybernetic Perspective on Urban Systems. - Carlos Gershenson; Paolo Santi; Carlo Ratti (CoRR, 2016)

An analysis of visitors' length of stay through noninvasive Bluetooth monitoring in the Louvre Museum. - Yuji Yoshimura; Anne Krebs; Carlo Ratti (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)

Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus. - Fan Zhang 011; Fabio Duarte; Ruixian Ma; Dimitrios Milioris; Hui Lin 002; Carlo Ratti (CoRR, 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)

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)

Characterizing the "Driver DNA" Through CAN Bus Data Analysis. - Umberto Fugiglando; Paolo Santi; Sebastiano Milardo; Kacem Abida; Carlo Ratti (CarSys@MobiCom, 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)

Opportunities and Challenges of Trip Generation Data Collection Techniques Using Cellular Networks. - Iva Bojic; Yuji Yoshimura; Carlo Ratti (IEEE Commun. Mag., 2017)

Hands-On Education about Standardization: Is That What Industry Expects? - Damjan Katusic; Pavle Skocir; Mario Kusek; Gordan Jezic; Carlo Ratti; Iva Bojic (IEEE Commun. Mag., 2017)

Graph Theoretic Properties of the Darkweb. - Virgil Griffith; Yang Xu 002; Carlo Ratti (CoRR, 2017)

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

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

Noninvasive Bluetooth Monitoring of Visitors' Length of Stay at the Louvre. - Yuji Yoshimura; Anne Krebs; Carlo Ratti (IEEE Pervasive Comput., 2017)

The Car as an Ambient Sensing Platform. - Emanuele Massaro; Chaewon Ahn; Carlo Ratti; Paolo Santi; Rainer Stahlmann; Andreas Lamprecht; Martin Roehder; Markus Huber 005 (Proc. IEEE, 2017)

How friends share urban space: An exploratory spatiotemporal analysis using mobile phone data. - Yang Xu 002; Alexander Belyi; Iva Bojic; Carlo Ratti (Trans. GIS, 2017)

Treepedia 2.0: Applying Deep Learning for Large-Scale Quantification of Urban Tree Cover. - Bill Yang Cai; Xiaojiang Li; Ian Seiferling; Carlo Ratti (BigData Congress, 2018)

Adaptive Sensor Selection for Monitoring Stochastic Processes. - Shinkyu Park; Carlo Ratti; Daniela Rus (CDC, 2018)

Best Practices Developed by the Model Institute for Excellence from Puerto Rico. - Juan F. Arratia; Tomislav Jagust; Carlo Ratti; Iva Bojic (FIE, 2018)

Challenges of Drive-By IoT Sensing for Smart Cities: City Scanner Case Study. - Amin Anjomshoaa; Simone Mora; Philip Schmitt; Carlo Ratti (UbiComp/ISWC Adjunct, 2018)

Design. Modeling, and Nonlinear Model Predictive Tracking Control of a Novel Autonomous Surface Vehicle. - Wei Wang 078; Luis A. Mateos; Shinkyu Park; Pietro Leoni; Banti Gheneti; Fabio Duarte; Carlo Ratti; Daniela Rus (ICRA, 2018)

A novel method for predicting and mapping the presence of sun glare using Google Street View. - Xiaojiang Li; Bill Yang Cai; Waishan Qiu; Jinhua Zhao; Carlo Ratti (CoRR, 2018)

Large-scale estimation of parking requirements for autonomous mobility on demand systems. - Dániel Kondor; Paolo Santi; Kakali Basak; Xiaohu Zhang; Carlo Ratti (CoRR, 2018)

Deep Learning Architect: Classification for Architectural Design through the Eye of Artificial Intelligence. - Yuji Yoshimura; Bill Yang Cai; Zhoutong Wang; Carlo Ratti (CoRR, 2018)

City Scanner: Building and Scheduling a Mobile Sensing Platform for Smart City Services. - Amin Anjomshoaa; Fabio Duarte; Daniël Rennings; Thomas J. Matarazzo; Priyanka deSouza; Carlo Ratti (IEEE Internet Things J., 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)

Addressing the minimum fleet problem in on-demand urban mobility. - Mohammad M. Vazifeh; Paolo Santi; Giovanni Resta; Steven H. Strogatz; Carlo Ratti (Nat., 2018)

Crowdsensing Framework for Monitoring Bridge Vibrations Using Moving Smartphones. - Thomas J. Matarazzo; Paolo Santi; Shamim N. Pakzad; Kristopher Carter; Carlo Ratti; Babak Moaveni; Chris Osgood; Nigel Jacob (Proc. IEEE, 2018)

Investigating the association between streetscapes and human walking activities using Google Street View and human trajectory data. - Xiaojiang Li; Paolo Santi; Theodore Courtney; Santosh K. Verma; Carlo Ratti (Trans. GIS, 2018)

The characteristics of asymmetric pedestrian behavior: A preliminary study using passive smartphone location data. - Nick Malleson; Anthony Vanky; Behrooz Hashemian; Paolo Santi; Santosh K. Verma; Theodore Courtney; Carlo Ratti (Trans. GIS, 2018)

Human mobility and socioeconomic status: Analysis of Singapore and Boston. - Yang Xu 002; Alexander Belyi; Iva Bojic; Carlo Ratti (Comput. Environ. Urban Syst., 2018)

Autonomous Latching System for Robotic Boats. - Luis A. Mateos; Wei Wang 078; Banti Gheneti; Fabio Duarte; Carlo Ratti; Daniela Rus (ICRA, 2019)

Coordinated Control of a Reconfigurable Multi-Vessel Platform: Robust Control Approach. - Shinkyu Park; Erkan Kayacan; Carlo Ratti; Daniela Rus (ICRA, 2019)

Online System Identification Algorithm without Persistent Excitation for Robotic Systems: Application to Reconfigurable Autonomous Vessels. - Erkan Kayacan; Shinkyu Park; Carlo Ratti; Daniela Rus (IROS, 2019)

Learning-based Nonlinear Model Predictive Control of Reconfigurable Autonomous Robotic Boats: Roboats. - Erkan Kayacan; Shinkyu Park; Carlo Ratti; Daniela Rus (IROS, 2019)

Roboat: An Autonomous Surface Vehicle for Urban Waterways. - Wei Wang 078; Banti Gheneti; Luis A. Mateos; Fabio Duarte; Carlo Ratti; Daniela Rus (IROS, 2019)

Trajectory Planning for the Shapeshifting of Autonomous Surface Vessels. - Banti Gheneti; Shinkyu Park; Ryan Kelly; Drew Meyers; Pietro Leoni; Carlo Ratti; Daniela Rus (MRS, 2019)

Cooperative Control of an Autonomous Floating Modular Structure Without Communication: Extended Abstract. - Wei Wang 078; Luis A. Mateos; Zijian Wang 003; Kuan Wei Huang; Mac Schwager; Carlo Ratti; Daniela Rus (MRS, 2019)

Towards Large-scale Drive-by Sensing with Multi-purpose City Scanner Nodes. - Simone Mora; Amin Anjomshoaa; Tom Benson; Fábio Duarte; Carlo Ratti (WF-IoT, 2019)

Inferring and Modeling Migration Flows Using Mobile Phone Network Data. - Soranan Hankaew; Santi Phithakkitnukoon; Merkebe Getachew Demissie; Lina Kattan; Zbigniew Smoreda; Carlo Ratti (IEEE Access, 2019)

Constructing Time-Dependent Origin-Destination Matrices With Adaptive Zoning Scheme and Measuring Their Similarities With Taxi Trajectory Data. - Werabhat Mungthanya; Santi Phithakkitnukoon; Merkebe Getachew Demissie; Lina Kattan; Marco Veloso; Carlos Bento 001; Carlo Ratti (IEEE Access, 2019)

Quantifying Legibility of Indoor Spaces Using Deep Convolutional Neural Networks: Case Studies in Train Stations. - Zhoutong Wang; Qianhui Liang; Fabio Duarte; Fan Zhang 011; Louis Charron; Lenna Johnsen; Bill Yang Cai; Carlo Ratti (CoRR, 2019)

Modeling vehicular mobility patterns using recurrent neural networks. - Kevin O'Keeffe; Paolo Santi; Carlo Ratti (CoRR, 2019)

Quantifying Urban Canopy Cover with Deep Convolutional Neural Networks. - Bill Yang Cai; Xiaojiang Li; Carlo Ratti (CoRR, 2019)

Deep Learning-Based Video System for Accurate and Real-Time Parking Measurement. - Bill Yang Cai; Ricardo Alvarez; Michelle Sit; Fábio Duarte; Carlo Ratti (IEEE Internet Things J., 2019)

Driving Behavior Analysis through CAN Bus Data in an Uncontrolled Environment. - Umberto Fugiglando; Emanuele Massaro; Paolo Santi; Sebastiano Milardo; Kacem Abida; Rainer Stahlmann; Florian Netter; Carlo Ratti (IEEE Trans. Intell. Transp. Syst., 2019)

Estimating Savings in Parking Demand Using Shared Vehicles for Home-Work Commuting. - Dániel Kondor; Hongmou Zhang; Remi Tachet des Combes; Paolo Santi; Carlo Ratti (IEEE Trans. Intell. Transp. Syst., 2019)

Unravel the landscape and pulses of cycling activities from a dockless bike-sharing system. - Yang Xu 002; Dachi Chen; Xiaohu Zhang; Wei Tu 001; Yuanyang Chen; Yu Shen; Carlo Ratti (Comput. Environ. Urban Syst., 2019)

A Receding Horizon Multi-Objective Planner for Autonomous Surface Vehicles in Urban Waterways. - Tixiao Shan; Wei Wang 078; Brendan J. Englot; Carlo Ratti; Daniela Rus (CDC, 2020)

Distributed Motion Control for Multiple Connected Surface Vessels. - Wei Wang 078; Zijian Wang 003; Luis A. Mateos; Kuan Wei Huang; Mac Schwager; Carlo Ratti; Daniela Rus (IROS, 2020)

Roboat II: A Novel Autonomous Surface Vessel for Urban Environments. - Wei Wang 078; Tixiao Shan; Pietro Leoni; David Fernández-Gutiérrez; Drew Meyers; Carlo Ratti; Daniela Rus (IROS, 2020)

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping. - Tixiao Shan; Brendan J. Englot; Drew Meyers; Wei Wang 078; Carlo Ratti; Daniela Rus (IROS, 2020)

ConiVAT: Cluster Tendency Assessment and Clustering with Partial Background Knowledge. - Punit Rathore; James C. Bezdek; Paolo Santi; Carlo Ratti (CoRR, 2020)

Identifying synergies in private and public transportation. - Iva Bojic; Dániel Kondor; Wei Tu 001; Ke Mai; Paolo Santi; Carlo Ratti (CoRR, 2020)

Crowdsourcing Bridge Vital Signs with Smartphone Vehicle Trips. - Thomas J. Matarazzo; Dániel Kondor; Paolo Santi; Sebastiano Milardo; Soheil Sadeghi Eshkevari; Shamim N. Pakzad; Carlo Ratti (CoRR, 2020)

A gridded establishment dataset as a proxy for economic activity in China. - Lei Dong; Xiaohui Yuan; Meng Li; Carlo Ratti; Yu Liu 003 (CoRR, 2020)

Methods for Inferring Route Choice of Commuting Trip From Mobile Phone Network Data. - Pitchaya Sakamanee; Santi Phithakkitnukoon; Zbigniew Smoreda; Carlo Ratti (ISPRS Int. J. Geo Inf., 2020)

Quantifying Memories: Mapping Urban Perception. - Yuji Yoshimura; Shan He; Gary Hack; Takehiko Nagakura; Carlo Ratti (Mob. Networks Appl., 2020)

Lessons learned from longitudinal modeling of mobile-equipped visitors in a complex museum. - Francesco Piccialli; Yuji Yoshimura; Paolo Benedusi; Carlo Ratti; Salvatore Cuomo (Neural Comput. Appl., 2020)

Longitudinal wastewater sampling in buildings reveals temporal dynamics of metabolites. - Ethan D. Evans; Chengzhen Dai; Siavash Isazadeh; Shinkyu Park; Carlo Ratti; Eric J. Alm (PLoS Comput. Biol., 2020)

Analysis of demand-supply gaps in public transit systems based on census and GTFS data: a case study of Calgary, Canada. - Koragot Kaeoruean; Santi Phithakkitnukoon; Merkebe Getachew Demissie; Lina Kattan; Carlo Ratti (Public Transp., 2020)

Towards Matching User Mobility Traces in Large-Scale Datasets. - Dániel Kondor; Behrooz Hashemian; Yves-Alexandre de Montjoye; Carlo Ratti (IEEE Trans. Big Data, 2020)

Understanding spatio-temporal heterogeneity of bike-sharing and scooter-sharing mobility. - Rui Zhu; Xiaohu Zhang; Dániel Kondor; Paolo Santi; Carlo Ratti (Comput. Environ. Urban Syst., 2020)

Adaptive Nonlinear Model Predictive Control for Autonomous Surface Vessels With Largely Varying Payload. - Wei Wang 078; Niklas Hagemann; Carlo Ratti; Daniela Rus (ICRA, 2021)

Robust Place Recognition using an Imaging Lidar. - Tixiao Shan; Brendan J. Englot; Fábio Duarte; Carlo Ratti; Daniela Rus (ICRA, 2021)

LVI-SAM: Tightly-coupled Lidar-Visual-Inertial Odometry via Smoothing and Mapping. - Tixiao Shan; Brendan J. Englot; Carlo Ratti; Daniela Rus (ICRA, 2021)

An Unsupervised Approach for Driving Behavior Analysis of Professional Truck Drivers. - Sebastiano Milardo; Punit Rathore; Paolo Santi; Richard Buteau; Carlo Ratti (INTSYS, 2021)

Optimal Railway Disruption Bridging Using Heterogeneous Bus Fleets. - Iva Bojic; Chunling Luo; Xinrong Li; Daniel Zehe; David Eckhoff; Carlo Ratti (IEEE Access, 2021)

Leveraging Artificial Intelligence to Analyze Citizens' Opinions on Urban Green Space. - Mohammadhossein Ghahramani; Nadina J. Galle; Fabio Duarte; Carlo Ratti; Francesco Pilla (CoRR, 2021)

Favelas 4D: Scalable methods for morphology analysis of informal settlements using terrestrial laser scanning data. - Arianna Salazar Miranda; Guangyu Du; Claire Gorman; Fabio Duarte; Washington Fajardo; Carlo Ratti (CoRR, 2021)

Tales of a City: Sentiment Analysis of Urban Green Space in Dublin. - Mohammadhossein Ghahramani; Nadina J. Galle; Carlo Ratti; Francesco Pilla (CoRR, 2021)

Wanderlust: 3D Impressionism in Human Journeys. - Guangyu Du; Lei Dong; Fabio Duarte; Carlo Ratti (CoRR, 2021)

Vector-based pedestrian navigation in cities. - Christian Bongiorno; Yulun Zhou; Marta Kryven; David Theurel; Alessandro Rizzo; Paolo Santi; Josh Tenenbaum 001; Carlo Ratti (Nat. Comput. Sci., 2021)

Transitioning to a driverless city: Evaluating a hybrid system for autonomous and non-autonomous vehicles. - Eduardo Felipe Zambom Santana; Gustavo Covas; Fábio Duarte; Paolo Santi; Carlo Ratti; Fabio Kon (Simul. Model. Pract. Theory, 2021)

Social Trajectory Planning for Urban Autonomous Surface Vessels. - Shinkyu Park; Michal Cáp; Javier Alonso-Mora; Carlo Ratti; Daniela Rus (IEEE Trans. Robotics, 2021)

Desirable streets: Using deviations in pedestrian trajectories to measure the value of the built environment. - Arianna Salazar Miranda; Zhuangyuan Fan; Fabio Duarte; Carlo Ratti (Comput. Environ. Urban Syst., 2021)

A Pedestrian-Level Strategy to Minimize Outdoor Sunlight Exposure. - Xiaojiang Li; Yuji Yoshimura; Wei Tu 001; Carlo Ratti (Artificial Intelligence, Machine Learning, and Optimization Tools for Smart Cities, 2022)

A Data-Driven Framework for Driving Style Classification. - Sebastiano Milardo; Punit Rathore; Paolo Santi; Carlo Ratti (ADMA (2), 2022)

Design of an Autonomous Latching System for Surface Vessels. - David Fernández-Gutiérrez; Niklas Hagemann; Wei Wang 078; Rens M. Doornbusch; Joshua Jordan; Jonathan Klein Schiphorst; Pietro Leoni; Fabio Duarte; Carlo Ratti; Daniela Rus (ICRA, 2022)

Xplaces: Segmenting Physical Space Through Wi-Fi Traces Using Eigendecomposition and X-Means. - Sunsika Chaikul; Santi Phithakkitnukoon; Carlo Ratti (IEEE Access, 2022)

Temporary Migration Flow Inference and Analysis From Perspective of Mobile Phone Network Data. - Santi Phithakkitnukoon; Soranan Hankaew; Merkebe Getachew Demissie; Zbigniew Smoreda; Carlo Ratti (IEEE Access, 2022)

Evaluation of non-pharmaceutical interventions and optimal strategies for containing the COVID-19 pandemic. - Xiao Zhou 005; Xiaohu Zhang; Paolo Santi; Carlo Ratti (CoRR, 2022)

Survey of Deep Learning for Autonomous Surface Vehicles in the Marine Environment. - Yuanyuan Qiao 002; Jiaxin Yin; Wei Wang 078; Fábio Duarte; Jie Yang 023; Carlo Ratti (CoRR, 2022)

Using reinforcement learning to minimize taxi idle times. - Kevin O'Keeffe; Sam Anklesaria; Paolo Santi; Carlo Ratti (J. Intell. Transp. Syst., 2022)

The effect of co-location on human communication networks. - Daniel Carmody; Martina Mazzarello; Paolo Santi; Trevor Harris; Sune Lehmann; Timur Abbiasov; Robin Dunbar; Carlo Ratti (Nat. Comput. Sci., 2022)

Abstracting mobility flows from bike-sharing systems. - Fabio Kon; Éderson Cássio Ferreira; Higor Amario de Souza; Fábio Duarte; Paolo Santi; Carlo Ratti (Public Transp., 2022)

Estimating the Potential for Shared Autonomous Scooters. - Dániel Kondor; Xiaohu Zhang; Malika Meghjani; Paolo Santi; Jinhua Zhao; Carlo Ratti (IEEE Trans. Intell. Transp. Syst., 2022)

Understanding Drivers' Stress and Interactions With Vehicle Systems Through Naturalistic Data Analysis. - Sebastiano Milardo; Punit Rathore; Marco Amorim; Umberto Fugiglando; Paolo Santi; Carlo Ratti (IEEE Trans. Intell. Transp. Syst., 2022)

MicrobiomeCensus estimates human population sizes from wastewater samples based on inter-individual variability in gut microbiomes. - Lin Zhang; Likai Chen; Xiaoqian (annie) Yu; Claire Duvallet; Siavash Isazadeh; Chengzhen Dai; Shinkyu Park; Katya Frois-Moniz; Fabio Duarte; Carlo Ratti; Eric J. Alm; Fangqiong Ling (PLoS Comput. Biol., 2022)

Deep Reinforcement Learning Based Tracking Control of an Autonomous Surface Vessel in Natural Waters. - Wei Wang 078; Xiaojing Cao; Alejandro Gonzalez-Garcia; Lianhao Yin; Niklas Hagemann; Yuanyuan Qiao 002; Carlo Ratti; Daniela Rus (ICRA, 2023)

Inferring Trips and Origin-Destination Flows From Wi-Fi Probe Data: A Case Study of Campus Wi-Fi Network. - Thanisorn Jundee; Santi Phithakkitnukoon; Carlo Ratti (IEEE Access, 2023)

Urban Visual Intelligence: Studying Cities with AI and Street-level Imagery. - Fan Zhang 011; Arianna Salazar Miranda; Fábio Duarte; Lawrence Vale; Gary Hack; Yu Liu 003; Michael Batty; Carlo Ratti (CoRR, 2023)

GreenScan: Towards large-scale monitoring the health of urban trees using mobile sensing. - Akshit Gupta; Simone Mora; Fan Zhang 011; Martine Rutten; R. Venkatesha Prasad; Carlo Ratti (CoRR, 2023)

Survey of Deep Learning for Autonomous Surface Vehicles in Marine Environments. - Yuanyuan Qiao 002; Jiaxin Yin; Wei Wang 078; Fábio Duarte; Jie Yang 023; Carlo Ratti (IEEE Trans. Intell. Transp. Syst., 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)

Cover Image, Volume 40, Number 8, December 2023. - Wei Wang 078; David Fernández-Gutiérrez; Rens M. Doornbusch; Joshua Jordan; Tixiao Shan; Pietro Leoni; Niklas Hagemann; Jonathan Klein Schiphorst; Fabio Duarte; Carlo Ratti; Daniela Rus (J. Field Robotics, 2023)

Roboat III: An autonomous surface vessel for urban transportation. - Wei Wang 078; David Fernández-Gutiérrez; Rens M. Doornbusch; Joshua Jordan; Tixiao Shan; Pietro Leoni; Niklas Hagemann; Jonathan Klein Schiphorst; Fabio Duarte; Carlo Ratti; Daniela Rus (J. Field Robotics, 2023)

Comprehensive urban space representation with varying numbers of street-level images. - Yingjing Huang; Fan Zhang 011; Yong Gao 003; Wei Tu 001; Fabio Duarte; Carlo Ratti; Diansheng Guo; Yu Liu 003 (Comput. Environ. Urban Syst., 2023)

Robust Model Predictive Control with Control Barrier Functions for Autonomous Surface Vessels. - Wei Wang 078; Wei Xiao 003; Alejandro Gonzalez-Garcia; Jan Swevers; Carlo Ratti; Daniela Rus (ICRA, 2024)

Analysis of visitors' mobility patterns through random walk in the Louvre Museum. - Yuji Yoshimura; Roberta Sinatra; Anne Krebs; Carlo Ratti (J. Ambient Intell. Humaniz. Comput., 2024)

Merging transport network companies and taxis in Curitiba's BRT system. - Rafael Milani Medeiros; Fábio Duarte; Iva Bojic; Yang Xu 002; Paolo Santi; Carlo Ratti (Public Transp., 2024)

An Ontology for Describing Wind Lidar Concepts. - Francisco Costa; Ashim Giyanani; Dexing Liu; Aidan Keane; Carlo Ratti; Andrew Clifton (Remote. Sens., 2024)

FMGCN: Federated Meta Learning-Augmented Graph Convolutional Network for EV Charging Demand Forecasting. - Linlin You; Qiyang Chen; Haohao Qu; Rui Zhu; Jinyue Yan; Paolo Santi; Carlo Ratti (IEEE Internet Things J., 2024)

Street design and driving behavior: evidence from a large-scale study in Milan, Amsterdam, and Dubai. - Giacomo Orsi; Titus Venverloo; Andrea La Grotteria; Umberto Fugiglando; Fábio Duarte; Paolo Santi; Carlo Ratti (CoRR, 2025)

Unsupervised Urban Tree Biodiversity Mapping from Street-Level Imagery Using Spatially-Aware Visual Clustering. - Diaa Addeen Abuhani; Marco Seccaroni; Martina Mazzarello; Imran A. Zualkernan; Fabio Duarte; Carlo Ratti (CoRR, 2025)