Keyword

trajectory data

Description: Records of the changing positions of moving objects over time, analyzed in fields such as transportation, geospatial computing, and data visualization.

Primary topic: Data Management and Algorithms (32%)

OpenAlex ID: keywords/trajectory-data

Online and off-line handwriting recognition: a comprehensive survey

2000 · R. Plamondon, S.N. Srihari · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,502

Trajectory Data Mining

2015 · Yu Zheng · ACM Transactions on Intelligent Systems and Technology · 1,662

Multivariate SPC Charts for Monitoring Batch Processes

1995 · Paul Nomikos, John F. MacGregor · Technometrics · 1,427

DeepMove

2018 · Jie Feng, Yong Li, et al. · 713

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A conceptual view on trajectories

2007 · Stefano Spaccapietra, Christine Parent, et al. · Data & Knowledge Engineering · 631

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Computing with Spatial Trajectories

2011 · Jeung, Hoyoung, Yiu, Man Lung, et al. · Springer eBooks · 625

CASIA Online and Offline Chinese Handwriting Databases

2011 · Cheng-Lin Liu, Fei Yin, et al. · Proceedings of the International Conference on Document Analysis and Recognition · 535

Experimental study of the behavioural mechanisms underlying self-organization in human crowds

2009 · Mehdi Moussaïd, Dirk Helbing, et al. · Proceedings of the Royal Society B Biological Sciences · 531

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A General Framework for Motion Segmentation: Independent, Articulated, Rigid, Non-rigid, Degenerate and Non-degenerate

2006 · Jingyu Yan, Marc Pollefeys · Lecture notes in computer science · 502

Calibrating Car-Following Models by Using Trajectory Data

2008 · Arne Kesting, Martin Treiber · Transportation Research Record Journal of the Transportation Research Board · 476

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Novel Approaches in Query Processing for Moving Object Trajectories

2000 · Dieter Pfoser, Christian S. Jensen, et al. · Very Large Data Bases · 450

Estimating Acceleration and Lane-Changing Dynamics from Next Generation Simulation Trajectory Data

2008 · Christian Thiemann, Martin Treiber, et al. · Transportation Research Record Journal of the Transportation Research Board · 440

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A graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data

2020 · Toon Bogaerts, Antonio D. Masegosa, et al. · Transportation Research Part C Emerging Technologies · 373

A feature learning approach based on XGBoost for driving assessment and risk prediction

2019 · Xiupeng Shi, Yiik Diew Wong, et al. · Accident Analysis & Prevention · 358

Protection of Location Privacy using Dummies for Location-based Services

2005 · H. Kido, Y. Yanagisawa, et al. · 304

Visual Analytics of Movement

2013 · Gennady Andrienko, Natalia Andrienko, et al. · Springer eBooks · 297

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Unveiling the complexity of human mobility by querying and mining massive trajectory data

2011 · Fosca Giannotti, Mirco Nanni, et al. · The VLDB Journal · 287

Data driven governing equations approximation using deep neural networks

2019 · Tong Qin, Kailiang Wu, et al. · Journal of Computational Physics · 284

Computing longest duration flocks in trajectory data

2006 · Joachim Gudmundsson, Marc van Kreveld · ACM International Symposium on Advances in Geographic Information Systems (ACM GIS) · 279

HST-LSTM: A Hierarchical Spatial-Temporal Long-Short Term Memory Network for Location Prediction

2018 · Dejiang Kong, Fei Wu · International Joint Conference on Artificial Intelligence · 269

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Destination prediction by sub-trajectory synthesis and privacy protection against such prediction

2013 · A. Y. Xue, Rui Zhang, et al. · Proceedings - International Conference on Data Engineering · 256

Trajectory data-based traffic flow studies: A revisit

2020 · Li Li, Rui Jiang, et al. · Transportation Research Part C Emerging Technologies · 253

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Differentially private transit data publication

2012 · Rui Chen, Benjamin C.M. Fung, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 249

Comparison of Similarity Measures for Trajectory Clustering in Outdoor Surveillance Scenes

2006 · Zhang Zhang, Kaiqi Huang, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 243

Crowdsourcing urban form and function

2015 · Andrew Crooks, Dieter Pfoser, et al. · International Journal of Geographical Information Systems · 233

Works count: 3,519

Citation count: 45,180