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Understanding Urban Area Attractiveness Based on Private Car Trajectory Data Using a Deep Learning Approach
10 references·5 citing·53 second hopsampled
Understanding Urban Area Attractiveness Based on Private Car Trajectory Data Using a Deep Learning Approach (2021)Understanding Urban Area Attractiveness B…Exploring Individual Travel Patterns Across Private Car Trajectory Data (2019)Exploring Individual Travel P…Exploring Human Mobility Patterns in Urban Scenarios: A Trajectory Data Perspective (2018)Exploring Human Mobility Patt…Design and Application of an Attractiveness Index for Urban Hotspots Based on GPS Trajectory Data (2018)Design and Application of an …Deep ROI-Based Modeling for Urban Human Mobility Prediction (2018)Deep ROI-Based Modeling for U…Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study (2018)Applications of Trajectory Da…A Stigmergy-Based Analysis of City Hotspots to Discover Trends and Anomalies in Urban Transportation Usage (2018)A Stigmergy-Based Analysis of…Spotting Trip Purposes from Taxi Trajectories (2017)Spotting Trip Purposes from T…Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data (2017)Spatio-Temporal Analysis of P…A Two-Layer Model for Taxi Customer Searching Behaviors Using GPS Trajectory Data (2016)A Two-Layer Model for Taxi Cu…Returners and explorers dichotomy in human mobility (2015)Returners and explorers dicho…Transportation corridors and land use interaction: a multi-disciplinary critical review (2025)Transportation corridors and …Visitors' consistent stay behavior patterns within free-roaming scenic architectural complexes: Considering impacts of temporal, spatial, and environmental factors (2024)Visitors' consistent stay beh…Studying Spatial Unevenness of Transport Demand in Cities Using Machine Learning Methods (2024)Studying Spatial Unevenness o…LTP-Net: Life-Travel Pattern Based Human Mobility Signature Identification (2023)LTP-Net: Life-Travel Pattern …Exploring Intercity Mobility in Urban Agglomeration: Evidence from Private Car Trajectory Data (2023)Exploring Intercity Mobility …The scaling laws of human travel (2006)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Measuring objective and subjective well-being: dimensions and data sources (2020)The universal visitation law of human mobility (2021)A probabilistic analysis of shopping center trade area (1963)A Probabilistic Analysis of Shopping Center Trade Areas (1963)Uncovering urban human mobility from large scale taxi GPS data (2015)Urban spatial structure and travel patterns: Analysis of workday and holiday travel using inhomogeneous Poisson point process models (2018)Determinants of the congestion caused by a traffic accident in urban road networks (2019)Space-time dynamics of cab drivers' stay behaviors and their relationships with built environment characteristics (2020)Smart card data use in public transit: A literature review (2011)Estimation of a disaggregate multimodal public transport Origin–Destination matrix from passive smartcard data from Santiago, Chile (2012)Mining smart card data for transit riders’ travel patterns (2013)Clustering Passenger Trip Data for the Potential Passenger Investigation and Line Design of Customized Commuter Bus (2018)Modeling real-time human mobility based on mobile phone and transportation data fusion (2018)Smart Card Data Mining of Public Transport Destination: A Literature Review (2018)Understanding transportation modes based on GPS data for web applications (2010)Discovering Urban Functional Zones Using Latent Activity Trajectories (2014)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Ensemble-Spotting: Ranking Urban Vibrancy via POI Embedding with Multi-view Spatial Graphs (2018)Deep learning for misinformation detection on online social networks: a survey and new perspectives (2020)Inferring nonwork travel semantics and revealing the nonlinear relationships with the community built environment (2023)Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)Urban Human Mobility (2019)A Survey of Emergencies Management Systems in Smart Cities (2022)Modelling the scaling properties of human mobility (2010)Mining User Mobility Features for Next Place Prediction in Location-Based Services (2012)User Mobility Synthesis based on Generative Adversarial Networks: A Survey (2020)Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19 (2021)Transfer Urban Human Mobility via POI Embedding over Multiple Cities (2021)Collective Human Mobility Pattern from Taxi Trips in Urban Area (2012)Urban land uses and traffic ‘source-sink areas’: Evidence from GPS-enabled taxi data in Shanghai (2012)From taxi GPS traces to social and community dynamics (2013)Assessing Refugees’ Integration via Spatio-Temporal Similarities of Mobility and Calling Behaviors (2019)Analysis of road travel behaviour based on big trajectory data (2020)Urban hotspots detection of taxi stops with local maximum density (2021)Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Discrete choice analysis: Theory and application to travel demand (1988)OpenStreetMap: User-Generated Street Maps (2008)Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches (2020)Urban population density estimation based on spatio‐temporal trajectories (2020)The fallacy of the closest antenna: Towards an adequate view of device location in the mobile network (2022)Discovering regions of different functions in a city using human mobility and POIs (2012)Land-Use Classification Using Taxi GPS Traces (2012)From mobile phone data to the spatial structure of cities (2014)Tourist hot spots prediction model based on optimized neural network algorithm (2021)Urban railway network expansion on transit oriented development: Improvement in accessibility in four Asian developing cities (2023)Evaluation of urban nightlife attractiveness for Millennials and Generation Z (2024)Transit capacity and quality of service manual (2003)A DBSCAN-based framework to mine travel patterns from origin-destination matrices: Proof-of-concept on proxy static OD from Brisbane (2021)Trajectory big data reveals spatial disparity of healthcare accessibility at the residential neighborhood scale (2022)What cities have is how people travel: Conceptualizing a data-mining-driven modal split framework (2022)
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References

  • 2015Returners and explorers dichotomy in human mobility491 cited
  • 2017Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data191 cited
  • 2018Exploring Human Mobility Patterns in Urban Scenarios: A Trajectory Data Perspective149 cited
  • 2019Exploring Individual Travel Patterns Across Private Car Trajectory Data94 cited
  • 2016A Two-Layer Model for Taxi Customer Searching Behaviors Using GPS Trajectory Data79 cited
  • 2018Deep ROI-Based Modeling for Urban Human Mobility Prediction48 cited
  • 2018Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study47 cited
  • 2017Spotting Trip Purposes from Taxi Trajectories43 cited
  • 2018Design and Application of an Attractiveness Index for Urban Hotspots Based on GPS Trajectory Data39 cited
  • 2018A Stigmergy-Based Analysis of City Hotspots to Discover Trends and Anomalies in Urban Transportation Usage30 cited

Cited by

  • 2023Exploring Intercity Mobility in Urban Agglomeration: Evidence from Private Car Trajectory Data14 cited
  • 2024Visitors' consistent stay behavior patterns within free-roaming scenic architectural complexes: Considering impacts of temporal, spatial, and environmental factors13 cited
  • 2024Studying Spatial Unevenness of Transport Demand in Cities Using Machine Learning Methods10 cited

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  • 2025Transportation corridors and land use interaction: a multi-disciplinary critical review6 cited
  • 2023LTP-Net: Life-Travel Pattern Based Human Mobility Signature Identification4 cited