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Research Summary

Trajectory Similarity Measuring

Title Authors Year Venue Links Cite
Towards semantic‐aware multiple‐aspect trajectory similarity measuring Petry, L. M., Ferrero, C. A., Alvares, L. O., Renso, C., Bogorny, V. 2019 Transactions in GIS Article
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SMSM: A Similarity Measure for trajectory Stops and Moves Lehmann, A. L., Alvares, L. O., Bogorny, V. 2019 International Journal of Geographical Information Science Article
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A branch and bound strategy for Fast Trajectory Similarity Measuring Furtado, A. S., Pilla, L. L., Bogorny, V. 2018 Data & Knowledge Engineering Article
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Unveiling movement uncertainty for robust trajectory similarity analysis Furtado, A. S., Alvares, L. O., Pelekis, N., Theodoridis, Y., Bogorny, V. 2018 International Journal of Geographical Information Science Article
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Multidimensional Similarity Measuring for Semantic Trajectories Furtado, A. S., Kopanaki, D., Alvares, L. O., Bogorny, V. 2016 Transactions in GIS Article
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Trajectory Classification

Title Authors Year Venue Links Cite
HiPerMovelets: high-performance movelet extraction for trajectory classification Portela, T. T.; Carvalho, J. T.; Bogorny, V. 2022 International Journal of Geographical Information Science Article Repository BibTex
Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification Portela, T. T., Silva, C. L., Carvalho, J. T., Bogorny, V. 2021 Brazilian Conference on Intelligent Systems (BRACIS) Article Repository BibTex
Exploring frequency-based approaches for efficient trajectory classification Vicenzi, F., May Petry, L., Silva, C. L., Alvares, L. O., Bogorny, V. 2020 SAC '20: Proceedings of the 35th Annual ACM Symposium on Applied Computing Article Repository BibTex
MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings Petry, L. M., Silva, C. L., Esuli, A., Renso, C., Bogorny, V. 2019 International Journal of Geographical Information Science (under review) Article
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MasterMovelets: Discovering Heterogeneous Movelets for Multiple Aspect Trajectory Classification Ferrero, C. A., Petry, L. M., Alvares, L. O., Silva, C. L., Zalewski, W., Bogorny, V. 2020 Data Mining and Knowledge Discovery Article Repository BibTex
A Survey and Comparison of Trajectory Classification Methods Silva, C. L., Petry, L. M., Bogorny, V. 2019 Brazilian Conference on Intelligent Systems Article
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MOVELETS: Exploring Relevant Subtrajectories for Robust Trajectory Classification Ferrero, C. A., Alvares, L. O., Zalewski, W., Bogorny, V. 2018 ACM Symposium on Applied Computing Article
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