Predicting Transportation Modes of GPS Trajectories using Feature Engineering and Noise Removal M Etemad, AS Junior, S Matwin Advances in Artificial Intelligence: 31st Canadian Conference on Artificial …, 2018 | 65 | 2018 |
GRASP-UTS: an algorithm for unsupervised trajectory segmentation A Soares Júnior, BN Moreno, VC Times, S Matwin, LAF Cabral International Journal of Geographical Information Science 29 (1), 46-68, 2015 | 59 | 2015 |
Analytic: An active learning system for trajectory classification AS Júnior, C Renso, S Matwin IEEE computer graphics and applications 37 (5), 28-39, 2017 | 50 | 2017 |
A semi-supervised approach for the semantic segmentation of trajectories AS Júnior, V Times, C Renso, S Matwin, LAF Cabral 19th IEEE International Conference on Mobile Data Management At: Aalborg …, 2018 | 46 | 2018 |
A survey on big data for trajectory analytics D Ribeiro de Almeida, C de Souza Baptista, F Gomes de Andrade, ... ISPRS International Journal of Geo-Information 9 (2), 88, 2020 | 42 | 2020 |
Predicting Crime Using Spatial Features FK Bappee, AS Junior, S Matwin Advances in Artificial Intelligence: 31st Canadian Conference on Artificial …, 2018 | 35 | 2018 |
A network abstraction of multi-vessel trajectory data for detecting anomalies I Varlamis, K Tserpes, M Etemad, AS Júnior, S Matwin EDBT/ICDT Workshops 2019, 2019 | 34 | 2019 |
CRISIS: Integrating AIS and Ocean Data Streams Using Semantic Web Standards for Event Detection A Soares, R Dividino, F Abreu, M Brousseau, AW Isenor, S Webb, ... International Conference on Military Communications and Information Systems …, 2019 | 32 | 2019 |
Semantic Integration of Real-Time Heterogeneous Data Streams for Ocean-related Decision Making R Dividino, A Soares, S Matwin, AW Isenor, S Webb, M Brousseau Big Data and Artificial Intelligence for Military Decision Making, 2018 | 28 | 2018 |
A Trajectory Segmentation Algorithm Based on Interpolation-based Change Detection Strategies M Etemad, A Soares, A Hoseyni, J Rose, S Matwin EDBT/ICDT Workshops 2019, 2019 | 25 | 2019 |
Building navigation networks from multi-vessel trajectory data I Varlamis, I Kontopoulos, K Tserpes, M Etemad, A Soares, S Matwin GeoInformatica 25 (1), 69-97, 2021 | 22 | 2021 |
SWS: an unsupervised trajectory segmentation algorithm based on change detection with interpolation kernels M Etemad, A Soares, E Etemad, J Rose, L Torgo, S Matwin GeoInformatica 25 (2), 269-289, 2021 | 22 | 2021 |
Challenges in vessel behavior and anomaly detection: From classical machine learning to deep learning L May Petry, A Soares, V Bogorny, B Brandoli, S Matwin Canadian Conference on Artificial Intelligence, 401-407, 2020 | 21 | 2020 |
VISTA: A visual analytics platform for semantic annotation of trajectories A Soares, J Rose, M Etemad, C Renso, S Matwin Proceedings of the 22nd International Conference on Extending Database …, 2019 | 21 | 2019 |
Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments M Etemad, N Zare, M Sarvmaili, A Soares, BB Machado, S Matwin Advances in Artificial Intelligence: 33rd Canadian Conference on Artificial …, 2020 | 18 | 2020 |
Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning P Adibi, F Pranovi, A Raffaetà, E Russo, C Silvestri, M Simeoni, A Soares, ... ECML/PKDD Workshops, 2019 | 18 | 2019 |
Wise Sliding Window Segmentation: A classification-aided approach for trajectory segmentation M Etemad, Z Etemad, A Soares, V Bogorny, S Matwin, L Torgo Advances in Artificial Intelligence: 33rd Canadian Conference on Artificial …, 2020 | 17 | 2020 |
Uncovering vessel movement patterns from AIS data with graph evolution analysis E Carlini, VM de Lira, A Soares, M Etemad, BB Machado, S Matwin EDBT/ICDT Workshops, 2020 | 17 | 2020 |
A trajectory scoring tool for local anomaly detection in maritime traffic using visual analytics FHO Abreu, A Soares, FV Paulovich, S Matwin ISPRS International Journal of Geo-Information 10 (6), 412, 2021 | 16 | 2021 |
Application of a particle swarm optimization to the tank model CAG Santos, P Freire, SK Mishra, A Soares Júnior IAHS Publ 347, 114-120, 2011 | 16 | 2011 |