no code implementations • 23 Jan 2024 • Ruixin Song, Gabriel Spadon, Ronald Pelot, Stan Matwin, Amilcar Soares
Along these lines, this research contributes to a better understanding of invasive species risk assessment.
1 code implementation • 7 Jan 2024 • Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amilcar Soares
The RoboCup 2D Soccer Simulation League is a stochastic, partially observable soccer environment in which 24 autonomous agents play on two opposing teams.
no code implementations • 29 Oct 2023 • Gabriel Spadon, Jay Kumar, Derek Eden, Josh van Berkel, Tom Foster, Amilcar Soares, Ronan Fablet, Stan Matwin, Ronald Pelot
This study explores using AIS data to prevent vessel-to-whale collisions by forecasting long-term vessel trajectories from engineered AIS data sequences.
no code implementations • 23 Oct 2023 • Aref Sayareh, Aria Sardari, Vahid Khoddami, Nader Zare, Vinicius Prado da Fonseca, Amilcar Soares
Our idea is to predict opponent positions while they have yet to be seen in a finite number of cycles using machine learning methods to make more accurate actions such as pass.
1 code implementation • 22 Jul 2023 • Nader Zare, Aref Sayareh, Omid Amini, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amilcar Soares
To conquer the challenges of C++ base codes and provide a powerful baseline for developing machine learning concepts, we introduce Pyrus, the first Python base code for SS2D.
1 code implementation • 12 Jul 2022 • Martha Dais Ferreira, Gabriel Spadon, Amilcar Soares, Stan Matwin
To this end, we leverage the unsupervised nature of cluster analysis to label the trajectory geometry highlighting the changes in the vessel's moving pattern which tends to indicate fishing activity.
1 code implementation • 22 May 2022 • Nader Zare, Arad Firouzkouhi, Omid Amini, Mahtab Sarvmaili, Aref Sayareh, Saba Ramezani Rad, Stan Matwin, Amilcar Soares
Soccer Simulation 2D League is one of the major leagues of RoboCup competitions.
no code implementations • 24 Feb 2022 • Gabriel Spadon, Martha D. Ferreira, Amilcar Soares, Stan Matwin
The oceans are a source of an impressive mixture of complex data that could be used to uncover relationships yet to be discovered.
no code implementations • 13 Dec 2021 • Stan Matwin, Aristides Milios, Paweł Prałat, Amilcar Soares, François Théberge
This survey draws a broad-stroke, panoramic picture of the State of the Art (SoTA) of the research in generative methods for the analysis of social media data.
1 code implementation • SoftwareX 2021 • Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amilcar Soares
Trajectory data represent a trace of an object that changes its position in space over time.
1 code implementation • 26 Aug 2021 • Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amilcar Soares
Trajectory data represent a trace of an object that changes its position in space over time.
no code implementations • 27 Jun 2021 • Nader Zare, Bruno Brandoli, Mahtab Sarvmaili, Amilcar Soares, Stan Matwin
We designed our model based on Deep Deterministic Policy Gradient, local view maker, and planner.
no code implementations • 13 Jun 2020 • Fateha Khanam Bappee, Lucas May Petry, Amilcar Soares, Stan Matwin
Finding the factors contributing to criminal activities and their consequences is essential to improve quantitative crime research.
no code implementations • 7 Apr 2020 • Lucas May Petry, Amilcar Soares, Vania Bogorny, Bruno Brandoli, Stan Matwin
The global expansion of maritime activities and the development of the Automatic Identification System (AIS) have driven the advances in maritime monitoring systems in the last decade.
1 code implementation • 23 Mar 2020 • Mohammad Etemad, Nader Zare, Mahtab Sarvmaili, Amilcar Soares, Bruno Brandoli Machado, Stan Matwin
Experimental results show that the proposed method enhanced the performance of VVN by 55. 31 on average for long-distance missions.
1 code implementation • 23 Mar 2020 • Mohammad Etemad, Zahra Etemad, Amilcar Soares, Vania Bogorny, Stan Matwin, Luis Torgo
One of the most critical steps for trajectory data mining is segmentation.
no code implementations • 14 Aug 2019 • Lucas May Petry, Amilcar Soares, Vania Bogorny, Stan Matwin
The worldwide growth of maritime traffic and the development of the Automatic Identification System (AIS) has led to advances in monitoring systems for preventing vessel accidents and detecting illegal activities.