Amílcar Soares

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 38

Top Topics

Fuzzy Classification

Data Representations

Top Venues

Publications

Jordan Truman Paul Noel, Vinicius Prado da Fonseca, Amílcar Soares
A Comprehensive Data Pipeline for Comparing the Effects of Momentum on Sports Leagues. Data 9 (2) (2024)
Nader Zare, Mahtab Sarvmaili, Aref Sayareh, Omid Amini, Stan Matwin, Amílcar Soares
Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games. CoRR (2024)
Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amílcar Soares
Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning. CoRR (2024)
Ruixin Song, Gabriel Spadon, Ronald Pelot, Stan Matwin, Amílcar Soares
Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge. CoRR (2024)
Gabriel Spadon, Martha Dais Ferreira, Amílcar Soares, Stan Matwin
Unfolding AIS Transmission Behavior for Vessel Movement Modeling on Noisy Data Leveraging Machine Learning. IEEE Access 11 (2023)
Nader Zare, Aref Sayareh, Omid Amini, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amílcar Soares
Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer Simulation. CoRR (2023)
Gabriel Spadon, Jay Kumar, Matthew Smith, Sarah Vela, Romina Gehrmann, Derek Eden, Joshua van Berkel, Amílcar Soares, Ronan Fablet, Ronald Pelot, Stan Matwin
Building a Safer Maritime Environment Through Multi-Path Long-Term Vessel Trajectory Forecasting. CoRR (2023)
Martha Dais Ferreira, Jessica Campbell, Evan Purney, Amílcar Soares, Stan Matwin
Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories. Int. J. Geogr. Inf. Sci. 37 (3) (2023)
Yaksh J. Haranwala, Gabriel Spadon, Chiara Renso, Amílcar Soares
A Data Augmentation Algorithm for Trajectory Data. EMODE@SIGSPATIAL (2023)
Aref Sayareh, Aria Sardari, Vahid Khoddami, Nader Zare, Vinicius Prado da Fonseca, Amílcar Soares
Denoising Opponents Position in Partial Observation Environment. CoRR (2023)
Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Saba Ramezani Rad, Stan Matwin, Amílcar Soares
Cyrus2D Base: Source Code Base for RoboCup 2D Soccer Simulation League. RoboCup (2022)
Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin
Understanding evolution of maritime networks from automatic identification system data. GeoInformatica 26 (3) (2022)
Nader Zare, Aref Sayareh, Mahtab Sarvmaili, Omid Amini, Amílcar Soares, Stan Matwin
CYRUS Soccer Simulation 2D Team Description Paper 2021. CoRR (2022)
Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Saba Ramezani Rad, Stan Matwin, Amílcar Soares
Cyrus2D base: Source Code Base for RoboCup 2D Soccer Simulation League. CoRR (2022)
Humberto Navarro de Carvalho, Lucas Pontes Castro, Thaís Gaudencio do Rêgo, Telmo de Menezes e Silva Filho, Yuri de A. M. Barbosa, Leonardo Vidal Batista, Amílcar Soares, Vinicius Prado da Fonseca
Evaluating Data Representations for Object Recognition During Pick-and-Place Manipulation Tasks. SysCon (2022)
Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin
A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data. SEBD (2022)
Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares
PTRAIL - A python package for parallel trajectory data preprocessing. SoftwareX 19 (2022)
Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amílcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin
A Modularized Framework for Explaining Black Box Classifiers for Text Data. AI (2022)
Martha Dais Ferreira, Gabriel Spadon, Amílcar Soares, Stan Matwin
A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels. Sensors 22 (16) (2022)
Yashar Tavakoli, Lourdes Peña Castillo, Amílcar Soares
A Study on the Geometric and Kinematic Descriptors of Trajectories in the Classification of Ship Types. Sensors 22 (15) (2022)
Bruno Brandoli, Alessandra Raffaetà, Marta Simeoni, Pedram Adibi, Fateha Khanam Bappee, Fabio Pranovi, Giulia Rovinelli, Elisabetta Russo, Claudio Silvestri, Amílcar Soares, Stan Matwin
From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea. GeoInformatica 26 (4) (2022)
Martha Dais Ferreira, Gabriel Spadon, Amílcar Soares, Stan Matwin
A semi-supervised geometric-driven methodology for supervised fishing activity detection on multi-source AIS tracking messages. CoRR (2022)
Mário Cardoso, André Cavalheiro, Alexandre Borges, Ana Filipa Duarte, Amílcar Soares, Maria João Pereira, Nuno Jardim Nunes, Leonardo Azevedo, Arlindo L. Oliveira
Modeling the Geospatial Evolution of COVID-19 using Spatio-temporal Convolutional Sequence-to-sequence Neural Networks. ACM Trans. Spatial Algorithms Syst. 8 (4) (2022)
Matthew Hamilton, Nicholas Wells, Amílcar Soares
On Requirements for Field of Light Displays to Pass the Visual Turing Test. ISM (2022)
Yaksh J. Haranwala, Salman Haidri, Terrence S. Tricco, Vinicius Prado da Fonseca, Amílcar Soares
A Dashboard Tool for Mobility Data Mining Preprocessing Tasks. MDM (2022)
Gabriel Spadon, Martha D. Ferreira, Amílcar Soares, Stan Matwin
Unfolding collective AIS transmission behavior for vessel movement modeling on irregular timing data using noise-robust neural networks. CoRR (2022)
Nader Zare, Arad Firouzkouhi, Omid Amini, Mahtab Sarvmaili, Aref Sayareh, Saba Ramezani Rad, Stan Matwin, Amílcar Soares
CYRUS Soccer Simulation 2D Team Description Paper 2022. CoRR (2022)
Fernando Henrique Oliveira Abreu, Amílcar Soares, Fernando V. Paulovich, Stan Matwin
Local Anomaly Detection In Maritime Traffic Using Visual Analytics. EDBT/ICDT Workshops (2021)
Nader Zare, Mahtab Sarvmaili, Aref Sayareh, Omid Amini, Stan Matwin, Amílcar Soares
Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games. RoboCup (2021)
Stan Matwin, Aristides Milios, Pawel Pralat, Amílcar Soares, François Théberge
Survey of Generative Methods for Social Media Analysis. CoRR (2021)
Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares
PTRAIL - A python package for parallel trajectory data preprocessing. CoRR (2021)
Jinkun Chen, Vinicius Monteiro de Lira, Fernando V. Paulovich, Amílcar Soares
Transitive Halifax: An Activity-Based Search Engine for Bus Routes. MDM (2021)
Fateha Khanam Bappee, Amílcar Soares, Lucas May Petry, Stan Matwin
Examining the impact of cross-domain learning on crime prediction. J. Big Data 8 (1) (2021)
Mário Cardoso, André Cavalheiro, Alexandre Borges, Ana F. Duarte, Amílcar Soares, Maria João Pereira, Nuno J. Nunes, Leonardo Azevedo, Arlindo L. Oliveira
Modeling the geospatial evolution of COVID-19 using spatio-temporal convolutional sequence-to-sequence neural networks. CoRR (2021)
Nader Zare, Bruno Brandoli, Mahtab Sarvmaili, Amílcar Soares, Stan Matwin
Continuous Control with Deep Reinforcement Learning for Autonomous Vessels. CoRR (2021)
Mahtab Sarvmaili, Amílcar Soares, Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Stan Matwin
A modularized framework for explaining hierarchical attention networks on text classifiers. Canadian Conference on AI (2021)
Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amílcar Soares
Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning. RoboCup (2021)
Fernando Luis Bordignon, Leandro Passos de Figueiredo, Leonardo Azevedo, Amílcar Soares, Mauro Roisenberg, Guenther Schwedersky Neto
Hybrid Global Stochastic and Bayesian Linearized Acoustic Seismic Inversion Methodology. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Alessandra Fagioli da Silva, Ana Paula Barbosa, Célia Regina Lopes Zimback, Paulo Milton Barbosa Landim, Amílcar Soares
Estimation of croplands using indicator kriging and fuzzy classification. Comput. Electron. Agric. 111 (2015)
Tomás Ferreirinha, Rúben Nunes, Leonardo Azevedo, Amílcar Soares, Frederico Pratas, Pedro Tomás, Nuno Roma
Acceleration of stochastic seismic inversion in OpenCL-based heterogeneous platforms. Comput. Geosci. 78 (2015)
Tomás Ferreirinha, Rúben Nunes, Amílcar Soares, Frederico Pratas, Pedro Tomás, Nuno Roma
GPU Accelerated Stochastic Inversion of Deep Water Seismic Data. Euro-Par Workshops (1) (2014)
Maria João Pereira, Amílcar Soares
Mapping spatial distribution of land cover classification errors. IGARSS (2011)
Ana Cristina Costa, Amílcar Soares
Space-Time Interpolation and Uncertainty Assessment of an Extreme Precipitation Index Using Geostatistical Cosimulation. ICDM Workshops (2007)
Amílcar Soares, Maria João Pereira
Space-time modelling of air quality for environmental-risk maps: A case study in South Portugal. Comput. Geosci. 33 (10) (2007)