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Travel Mode Identification With GPS Trajectories Using Wavelet Transform and Deep Learning

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References

1975DIRECT AND INVERSE SOLUTIONS OF GEODESICS ON THE ELLIPSOID WITH APPLICATION OF NESTED EQUATIONS1,276 cited
2008Understanding mobility based on GPS data1,131 cited
2008Learning transportation mode from raw gps data for geographic applications on the web616 cited
2017Inferring transportation modes from GPS trajectories using a convolutional neural network404 cited
2007Travel mode choice: affected by objective or subjective determinants?340 cited
1998Toward the design of intelligent traveler information systems207 cited
2010Automating mode detection for travel behaviour analysis by using global positioning systems-enabled mobile phones and neural networks136 cited
2012Travel mode choice and transit route choice behavior in Montreal: insights from McGill University members commute patterns120 cited
2017Travel Mode Detection Using GPS Data and Socioeconomic Attributes Based on a Random Forest Classifier114 cited
2016Transportation mode detection – an in-depth review of applicability and reliability97 cited
2016Travel Mode Detection Based on GPS Raw Data Collected by Smartphones: A Systematic Review of the Existing Methodologies89 cited

Cited by

2020Semi-supervised deep ensemble learning for travel mode identification69 cited
2022Trajectory-as-A-Sequence: A Novel Travel Mode Identification Framework44 cited

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2023A Framework of Travel Mode Identification Fusing Deep Learning and Map-Matching Algorithm28 cited

2024Activity-travel pattern inference based on multi-source big data23 cited

2023A novel one-stage approach for pointwise transportation mode identification inspired by point cloud processing22 cited

2022The Smartphone-Based Person Travel Survey System: Data Collection, Trip Extraction, and Travel Mode Detection17 cited

2021Improving Transportation Mode Identification with Limited GPS Trajectories15 cited

2021Using genetic programming on GPS trajectories for travel mode detection14 cited

2022Travel mode classification based on GNSS trajectories and open geospatial data12 cited

2025A New Breakthrough in Travel Behavior Modeling Using Deep Learning: A High-Accuracy Prediction Method Based on a CNN11 cited

2024A multi-scale attributes fusion model for travel mode identification using GPS trajectories10 cited

2025UPTM-LLM: Large language models-powered urban pedestrian travel modes recognition for intelligent transportation system10 cited

2022GeoSDVA: A Semi-Supervised Dirichlet Variational Autoencoder Model for Transportation Mode Identification9 cited

2023Revealing Senior Mobility Patterns and Activities in Urban Transit Systems9 cited

2024Travel Mode Identification for Non-Uniform Passive Mobile Phone Data8 cited

2024Transportation Mode Detection Technology to Predict Wheelchair Users' Life Satisfaction in Seoul, South Korea7 cited