Carlo Ratti
According to our database1,
Carlo Ratti
authored at least 186 papers
between 2002 and 2024.
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Bibliography
2024
Public Transp., March, 2024
J. Ambient Intell. Humaniz. Comput., February, 2024
2023
Comprehensive urban space representation with varying numbers of street-level images.
Comput. Environ. Urban Syst., December, 2023
J. Field Robotics, December, 2023
Subnetwork constraints for tighter upper bounds and exact solution of the clique partitioning problem.
Math. Methods Oper. Res., October, 2023
IEEE Trans. Intell. Transp. Syst., April, 2023
GreenScan: Towards large-scale monitoring the health of urban trees using mobile sensing.
CoRR, 2023
CoRR, 2023
Inferring Trips and Origin-Destination Flows From Wi-Fi Probe Data: A Case Study of Campus Wi-Fi Network.
IEEE Access, 2023
Deep Reinforcement Learning Based Tracking Control of an Autonomous Surface Vessel in Natural Waters.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
2022
MicrobiomeCensus estimates human population sizes from wastewater samples based on inter-individual variability in gut microbiomes.
PLoS Comput. Biol., September, 2022
Understanding Drivers' Stress and Interactions With Vehicle Systems Through Naturalistic Data Analysis.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
J. Intell. Transp. Syst., 2022
CoRR, 2022
Evaluation of non-pharmaceutical interventions and optimal strategies for containing the COVID-19 pandemic.
CoRR, 2022
Temporary Migration Flow Inference and Analysis From Perspective of Mobile Phone Network Data.
IEEE Access, 2022
Xplaces: Segmenting Physical Space Through Wi-Fi Traces Using Eigendecomposition and X-Means.
IEEE Access, 2022
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022
Proceedings of the Artificial Intelligence, 2022
2021
Desirable streets: Using deviations in pedestrian trajectories to measure the value of the built environment.
Comput. Environ. Urban Syst., 2021
IEEE Trans. Robotics, 2021
Transitioning to a driverless city: Evaluating a hybrid system for autonomous and non-autonomous vehicles.
Simul. Model. Pract. Theory, 2021
Favelas 4D: Scalable methods for morphology analysis of informal settlements using terrestrial laser scanning data.
CoRR, 2021
Leveraging Artificial Intelligence to Analyze Citizens' Opinions on Urban Green Space.
CoRR, 2021
IEEE Access, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Adaptive Nonlinear Model Predictive Control for Autonomous Surface Vessels With Largely Varying Payload.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
2020
Understanding spatio-temporal heterogeneity of bike-sharing and scooter-sharing mobility.
Comput. Environ. Urban Syst., 2020
IEEE Trans. Big Data, 2020
Analysis of demand-supply gaps in public transit systems based on census and GTFS data: a case study of Calgary, Canada.
Public Transp., 2020
Longitudinal wastewater sampling in buildings reveals temporal dynamics of metabolites.
PLoS Comput. Biol., 2020
Lessons learned from longitudinal modeling of mobile-equipped visitors in a complex museum.
Neural Comput. Appl., 2020
ISPRS Int. J. Geo Inf., 2020
CoRR, 2020
ConiVAT: Cluster Tendency Assessment and Clustering with Partial Background Knowledge.
CoRR, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
A Receding Horizon Multi-Objective Planner for Autonomous Surface Vehicles in Urban Waterways.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
2019
Unravel the landscape and pulses of cycling activities from a dockless bike-sharing system.
Comput. Environ. Urban Syst., 2019
IEEE Trans. Intell. Transp. Syst., 2019
IEEE Trans. Intell. Transp. Syst., 2019
IEEE Internet Things J., 2019
Quantifying Legibility of Indoor Spaces Using Deep Convolutional Neural Networks: Case Studies in Train Stations.
CoRR, 2019
Constructing Time-Dependent Origin-Destination Matrices With Adaptive Zoning Scheme and Measuring Their Similarities With Taxi Trajectory Data.
IEEE Access, 2019
IEEE Access, 2019
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019
Cooperative Control of an Autonomous Floating Modular Structure Without Communication: Extended Abstract.
Proceedings of the 2019 International Symposium on Multi-Robot and Multi-Agent Systems, 2019
Proceedings of the 2019 International Symposium on Multi-Robot and Multi-Agent Systems, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Learning-based Nonlinear Model Predictive Control of Reconfigurable Autonomous Robotic Boats: Roboats.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Online System Identification Algorithm without Persistent Excitation for Robotic Systems: Application to Reconfigurable Autonomous Vessels.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Coordinated Control of a Reconfigurable Multi-Vessel Platform: Robust Control Approach.
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
2018
Comput. Environ. Urban Syst., 2018
The characteristics of asymmetric pedestrian behavior: A preliminary study using passive smartphone location data.
Trans. GIS, 2018
Investigating the association between streetscapes and human walking activities using Google Street View and human trajectory data.
Trans. GIS, 2018
Proc. IEEE, 2018
Deriving human activity from geo-located data by ontological and statistical reasoning.
Knowl. Based Syst., 2018
City Scanner: Building and Scheduling a Mobile Sensing Platform for Smart City Services.
IEEE Internet Things J., 2018
Deep Learning Architect: Classification for Architectural Design through the Eye of Artificial Intelligence.
CoRR, 2018
Large-scale estimation of parking requirements for autonomous mobility on demand systems.
CoRR, 2018
A novel method for predicting and mapping the presence of sun glare using Google Street View.
CoRR, 2018
Design. Modeling, and Nonlinear Model Predictive Tracking Control of a Novel Autonomous Surface Vehicle.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Proceedings of the IEEE Frontiers in Education Conference, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Treepedia 2.0: Applying Deep Learning for Large-Scale Quantification of Urban Tree Cover.
Proceedings of the 2018 IEEE International Congress on Big Data, 2018
2017
How friends share urban space: An exploratory spatiotemporal analysis using mobile phone data.
Trans. GIS, 2017
IEEE Pervasive Comput., 2017
CoRR, 2017
IEEE Commun. Mag., 2017
Opportunities and Challenges of Trip Generation Data Collection Techniques Using Cellular Networks.
IEEE Commun. Mag., 2017
Proceedings of the 2nd ACM International Workshop on Smart, 2017
Predicting regional economic indices using big data of individual bank card transactions.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Trans. Large Scale Data Knowl. Centered Syst., 2016
Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus.
CoRR, 2016
An analysis of visitors' behavior in the Louvre Museum: A study using Bluetooth data.
CoRR, 2016
An analysis of visitors' length of stay through noninvasive Bluetooth monitoring in the Louvre Museum.
CoRR, 2016
One to Many: Opportunities to Understanding Collective Behaviors in Urban Environments Through Individual's Passively-Collected Locative Data.
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2016
Proceedings of the 2016 ACM Conference on Designing Interactive Systems, DIS '16, Brisbane, QLD, Australia, June 04, 2016
2015
Optimizing the Deployment of Electric Vehicle Charging Stations Using Pervasive Mobility Data.
CoRR, 2015
CoRR, 2015
Proceedings of the Social Informatics - 7th International Conference, 2015
Forager: designing location-aware applications for informal waste recyclers in Brazil.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015
Scaling of City Attractiveness for Foreign Visitors through Big Data of Human Economical and Social Media Activity.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015
2014
Reply to Lopez et al.: Sustainable implementation of taxi sharing requires understanding systemic effects.
Proc. Natl. Acad. Sci. USA, 2014
Proc. Natl. Acad. Sci. USA, 2014
Int. J. Geogr. Inf. Sci., 2014
Trans. Emerg. Telecommun. Technol., 2014
ERCIM News, 2014
The impact of social segregation on human mobility in developing and industrialized regions.
EPJ Data Sci., 2014
Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions.
CoRR, 2014
Towards a comparative science of cities: using mobile traffic records in New York, London and Hong Kong.
CoRR, 2014
The Impact of Social Segregation on Human Mobility in Developing and Urbanized Regions.
CoRR, 2014
Comput. Networks, 2014
Learning from tracking waste: How transparent trash networks affect sustainable attitudes and behavior.
Proceedings of the IEEE World Forum on Internet of Things, 2014
Proceedings of the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2014
Environmental Information System for Waste Electrical Electronic Equipment (WEEE) Managent: Case Study of Pernambuco (Brazil).
Proceedings of the 28th International Conference on Informatics for Environmental Protection: ICT for Energy Effieciency, 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.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014
Touching transport - a case study on visualizing metropolitan public transit on interactive tabletops.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014
Traffic Origins: A Simple Visualization Technique to Support Traffic Incident Analysis.
Proceedings of the IEEE Pacific Visualization Symposium, 2014
2013
Delineating geographical regions with networks of human interactions in an extensive set of countries.
CoRR, 2013
A General Optimization Technique for High Quality Community Detection in Complex Networks.
CoRR, 2013
CoRR, 2013
CoRR, 2013
CoRR, 2013
Digital breadcrumbs: Detecting urban mobility patterns and transport mode choices from cellphone networks.
CoRR, 2013
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013
2012
Special Issue on Smart Applications for Smart Cities - New Approaches to Innovation: Guest Editors' Introduction.
J. Theor. Appl. Electron. Commer. Res., 2012
Proceedings of the 14th Eurographics Conference on Visualization, 2012
Proceedings of the 2012 International Conference on Privacy, 2012
Proceedings of the Information and Communication Technologies in Tourism 2012, 2012
Proceedings of the first workshop on Urban networking, 2012
2011
IEEE Trans. Intell. Transp. Syst., 2011
IEEE Pervasive Comput., 2011
IEEE Pervasive Comput., 2011
IBM J. Res. Dev., 2011
The interplay between telecommunications and face-to-face interactions - an initial study using mobile phone data
CoRR, 2011
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011
2010
Comput. Environ. Urban Syst., 2010
IEEE Pervasive Comput., 2010
Proceedings of the Pervasive Computing, 8th International Conference, 2010
Ocean of information: fusing aggregate & individual dynamics for metropolitan analysis.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
Transportation mode inference from anonymized and aggregated mobile phone call detail records.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010
Human mobility prediction based on individual and collective geographical preferences.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010
Activity-Aware Map: Identifying Human Daily Activity Pattern Using Mobile Phone Data.
Proceedings of the Human Behavior Understanding, First International Workshop, 2010
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010
Proceedings of the Ambient Intelligence, 2010
2009
Comput. Environ. Urban Syst., 2009
Quantifying urban attractiveness from the distribution and density of digital footprints.
Int. J. Spatial Data Infrastructures Res., 2009
An Affective Intelligent Driving Agent: Driver's Trajectory and Activities Prediction.
Proceedings of the 70th IEEE Vehicular Technology Conference, 2009
Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009
A holistic framework for the study of urban traces and the profiling of urban processes and dynamics.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009
Understanding individual and collective mobility patterns from smart card records: A case study in Shenzhen.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009
Towards the SocioScope: an information system for the study of social dynamics through digital traces.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
2008
IEEE Pervasive Comput., 2008
Leveraging explicitly disclosed location information to understand tourist dynamics: a case study.
J. Locat. Based Serv., 2008
An Approach towards Real-Time Data Exchange Platform System Architecture (concise contribution).
Proceedings of the Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2008), 2008
2007
Proceedings of the Location Based Services and TeleCartography, 2007
2006
Real-Time Landscape Model Interaction Using a Tangible Geospatial Modeling Environment.
IEEE Computer Graphics and Applications, 2006
2004
Proceedings of the Conference on Designing Interactive Systems: Processes, 2004
2002
Proceedings of the CHI 2002 Conference on Human Factors in Computing Systems: Changing our World, 2002