Faculty profile
Amilcar Soares
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Latest papers
A temporal assessment of risk of non-indigenous species introduction by ballast water to Canadian coastal waters based on environmental similarity.
Biological invasions · 2023 · senior author
A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels.
Sensors (Basel, Switzerland) · 2022
A Study on the Geometric and Kinematic Descriptors of Trajectories in the Classification of Ship Types.
Sensors (Basel, Switzerland) · 2022 · senior author
Latest funding
- $50,000
Using data augmentation, active learning, and visual analytics for learning with limited examples on mobility data sets
NSERC · 2022 · Principal investigator
- $12,500
Using data augmentation, active learning, and visual analytics for learning with limited examples on mobility data sets
NSERC · 2022 · Principal investigator
5 publications.
A temporal assessment of risk of non-indigenous species introduction by ballast water to Canadian coastal waters based on environmental similarity.
Song R, Tavakoli Y, Bailey SA, Soares A
A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels.
Ferreira MD, Spadon G, Soares A, Matwin S
A Study on the Geometric and Kinematic Descriptors of Trajectories in the Classification of Ship Types.
Tavakoli Y, Peña-Castillo L, Soares A
Aircraft Fuselage Corrosion Detection Using Artificial Intelligence.
Brandoli B, de Geus AR, Souza JR, Spadon G, Soares A, Rodrigues JF, Komorowski J, Matwin S
Examining the impact of cross-domain learning on crime prediction.
Bappee FK, Soares A, Petry LM, Matwin S
Using data augmentation, active learning, and visual analytics for learning with limited examples on mobility data sets
Principal investigators: Soares, Amilcar
Keywords: Active Learning; Data Augmentation; Machine Learning; Mobility Data Mining; Visual Analytics
Using data augmentation, active learning, and visual analytics for learning with limited examples on mobility data sets
Principal investigators: Soares, Amilcar
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
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