Amílcar Soares Júnior
Orcid: 0000-0001-5232-2376
According to our database1,
Amílcar Soares Júnior
authored at least 63 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
A Comprehensive Data Pipeline for Comparing the Effects of Momentum on Sports Leagues.
Data, 2024
Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge.
CoRR, 2024
2023
Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories.
Int. J. Geogr. Inf. Sci., March, 2023
Springer Briefs in Computer Science, Springer, ISBN: 978-3-031-33616-4, 2023
Building a Safer Maritime Environment Through Multi-Path Long-Term Vessel Trajectory Forecasting.
CoRR, 2023
CoRR, 2023
Unfolding AIS Transmission Behavior for Vessel Movement Modeling on Noisy Data Leveraging Machine Learning.
IEEE Access, 2023
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Methods for Enriched Mobility Data: Emerging issues and Ethical perspectives 2023, 2023
2022
Modeling the Geospatial Evolution of COVID-19 using Spatio-temporal Convolutional Sequence-to-sequence Neural Networks.
ACM Trans. Spatial Algorithms Syst., 2022
SoftwareX, 2022
A Study on the Geometric and Kinematic Descriptors of Trajectories in the Classification of Ship Types.
Sensors, 2022
A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels.
Sensors, 2022
Understanding evolution of maritime networks from automatic identification system data.
GeoInformatica, 2022
From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea.
GeoInformatica, 2022
A semi-supervised geometric-driven methodology for supervised fishing activity detection on multi-source AIS tracking messages.
CoRR, 2022
Unfolding collective AIS transmission behavior for vessel movement modeling on irregular timing data using noise-robust neural networks.
CoRR, 2022
Evaluating Data Representations for Object Recognition During Pick-and-Place Manipulation Tasks.
Proceedings of the IEEE International Systems Conference, 2022
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022
Proceedings of the RoboCup 2022:, 2022
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022
Proceedings of the IEEE International Symposium on Multimedia, 2022
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022
2021
A Trajectory Scoring Tool for Local Anomaly Detection in Maritime Traffic Using Visual Analytics.
ISPRS Int. J. Geo Inf., 2021
SWS: an unsupervised trajectory segmentation algorithm based on change detection with interpolation kernels.
GeoInformatica, 2021
CoRR, 2021
Proceedings of the RoboCup 2021: Robot World Cup XXIV, 2021
Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning.
Proceedings of the RoboCup 2021: Robot World Cup XXIV, 2021
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021
A modularized framework for explaining hierarchical attention networks on text classifiers.
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021
2020
Analyzing the Impact of Foursquare and Streetlight Data with Human Demographics on Future Crime Prediction.
CoRR, 2020
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning.
Proceedings of the Advances in Artificial Intelligence, 2020
Proceedings of the Advances in Artificial Intelligence, 2020
Wise Sliding Window Segmentation: A Classification-Aided Approach for Trajectory Segmentation.
Proceedings of the Advances in Artificial Intelligence, 2020
2019
Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring.
CoRR, 2019
Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning.
Proceedings of the Multiple-Aspect Analysis of Semantic Trajectories, 2019
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019
Proceedings of the Advances in Database Technology, 2019
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019
A Trajectory Segmentation Algorithm Based on Interpolation-based Change Detection Strategies.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019
2018
CoRR, 2018
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018
Predicting Transportation Modes of GPS Trajectories Using Feature Engineering and Noise Removal.
Proceedings of the Advances in Artificial Intelligence, 2018
Proceedings of the Advances in Artificial Intelligence, 2018
2017
Hybrid Global Stochastic and Bayesian Linearized Acoustic Seismic Inversion Methodology.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Computer Graphics and Applications, 2017
2015
Int. J. Geogr. Inf. Sci., 2015
Acceleration of stochastic seismic inversion in OpenCL-based heterogeneous platforms.
Comput. Geosci., 2015
Comput. Electron. Agric., 2015
2014
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014
Weka-SAT: A Hierarchical Context-Based Inference Engine to Enrich Trajectories with Semantics.
Proceedings of the Advances in Artificial Intelligence, 2014
2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2007
Space-time modelling of air quality for environmental-risk maps: A case study in South Portugal.
Comput. Geosci., 2007
Space-Time Interpolation and Uncertainty Assessment of an Extreme Precipitation Index Using Geostatistical Cosimulation.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007