Amílcar Soares

51 papers B 4C 5Journal 30Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A novel multilevel taxonomical approach for describing high-dimensional unlabeled movement data. Int. J. Data Sci. Anal. Yashar Tavakoli, Lourdes Peña-Castillo, Amílcar Soares
2025	J	`jnl`	A Novel Multilevel Taxonomical Approach for Describing High-Dimensional Unlabeled Movement Data. CoRR Yashat Tavakoli, Amílcar Soares, Lourdes Pena
2025	B	`conf`	ImPORTance - Machine Learning-Driven Analysis of Global Port Significance and Network Dynamics for Improved Operational Efficiency. SSTD Emanuele Carlini, Domenico Di Gangi, Vinicius Monteiro de Lira, Hanna Kavalionak, Amílcar Soares, Gabriel Spadon
2025	B	`conf`	Physics-Informed Neural Networks for Vessel Trajectory Prediction: Learning Time-Discretized Kinematic Dynamics via Finite Differences. SSTD Md Mahbub Alam, Amílcar Soares, José Fernando Rodrigues Jr., Gabriel Spadon
2025	J	`jnl`	Physics-Informed Neural Networks for Vessel Trajectory Prediction: Learning Time-Discretized Kinematic Dynamics via Finite Differences. CoRR Md Mahbub Alam, Amílcar Soares, José F. Rodrigues Jr., Gabriel Spadon
2025	—	`conf`	Visualizing Communities in Dynamic Multivariate Networks. SIBGRAPI Karen Larkina, Oksana Holomsha, Lucas Lemos, Amílcar Soares, Rafael Messias Martins, Andreas Kerren, Vinicius R. P. Borges, Célia G. Ralha, Jean R. Ponciano, Claudio D. G. Linhares
2025	—	`conf`	Visualizing Feature Importance of Time Series Data in Discrete-Event Simulations using Shapley Additive Explanations. SIGSIM-PADS Samuele Giussani, Rafael Messias Martins, Amílcar Soares, Mauro Caporuscio, Diego Perez-Palacin
2024	J	`jnl`	A Comprehensive Data Pipeline for Comparing the Effects of Momentum on Sports Leagues. Data Jordan Truman Paul Noel, Vinicius Prado da Fonseca, Amílcar Soares
2024	J	`jnl`	Active learning strategies for robotic tactile texture recognition tasks. Frontiers Robotics AI Shemonto Das, Vinicius Prado da Fonseca, Amílcar Soares
2024	C	`conf`	Cross Language Soccer Framework: An Open Source Framework for the RoboCup 2D Soccer Simulation. RoboCup Nader Zare, Aref Sayareh, Alireza Sadraii, Arad Firouzkouhi, Amílcar Soares
2024	J	`jnl`	Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games. CoRR Nader Zare, Mahtab Sarvmaili, Aref Sayareh, Omid Amini, Stan Matwin, Amílcar Soares
2024	J	`jnl`	Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge. CoRR Ruixin Song, Gabriel Spadon, Ronald Pelot, Stan Matwin, Amílcar Soares
2024	J	`jnl`	Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning. CoRR Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amílcar Soares
2024	J	`jnl`	The Use of Momentum-Inspired Features in Pre-Game Prediction Models for the Sport of Ice Hockey. Int. J. Comput. Sci. Sport Jordan Truman Paul Noel, Vinicius Prado da Fonseca, Amílcar Soares
2024	—	`conf`	Unbalanced Fault Classification Using Active Learning in Synthetic Fiber Manufacturing Process. SysCon Shemonto Das, Vimal Simha, Joshua Swamidas, Amílcar Soares, Vinicius Prado da Fonseca
2023	—	`ed.`	36th Canadian Conference on Artificial Intelligence, Canadian AI 2023, Montreal, Canada, June 5-9, 2023, Proceedings Canadian AI Amílcar Soares, Farhana H. Zulkernine, Renata Dividino, Reihaneh Rabbany, Qiang Ye, David Beach, Karim Ali
2023	—	`conf`	A Data Augmentation Algorithm for Trajectory Data. EMODE@SIGSPATIAL Yaksh J. Haranwala, Gabriel Spadon, Chiara Renso, Amílcar Soares
2023	J	`jnl`	Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories. Int. J. Geogr. Inf. Sci. Martha Dais Ferreira, Jessica N. A. Campbell, Evan Purney, Amílcar Soares, Stan Matwin
2023	J	`jnl`	Building a Safer Maritime Environment Through Multi-Path Long-Term Vessel Trajectory Forecasting. CoRR Gabriel Spadon, Jay Kumar, Matthew Smith, Sarah Vela, Romina Gehrmann, Derek Eden, Joshua van Berkel, Amílcar Soares, Ronan Fablet, Ronald Pelot, Stan Matwin
2023	J	`jnl`	Denoising Opponents Position in Partial Observation Environment. CoRR Aref Sayareh, Aria Sardari, Vahid Khoddami, Nader Zare, Vinicius Prado da Fonseca, Amílcar Soares
2023	—	`book`	Generative Methods for Social Media Analysis Stan Matwin, Aristides Milios, Pawel Pralat, Amílcar Soares, François Théberge
2023	J	`jnl`	Pyrus Base: An Open Source Python Framework for the RoboCup 2D Soccer Simulation. CoRR Nader Zare, Aref Sayareh, Omid Amini, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amílcar Soares
2023	J	`jnl`	Smart investigation of artificial intelligence in renewable energy system technologies by natural language processing: Insightful pattern for decision-makers. Eng. Appl. Artif. Intell. Kamran Niroomand, Noori M. Cata Saady, Carlos Bazan, Sohrab Zendehboudi, Amílcar Soares, Talib M. Albayati
2023	J	`jnl`	Unfolding AIS Transmission Behavior for Vessel Movement Modeling on Noisy Data Leveraging Machine Learning. IEEE Access Gabriel Spadon, Martha Dais Ferreira, Amílcar Soares, Stan Matwin
2022	B	`conf`	A Dashboard Tool for Mobility Data Mining Preprocessing Tasks. MDM Yaksh J. Haranwala, Salman Haidri, Terrence S. Tricco, Vinicius Prado da Fonseca, Amílcar Soares
2022	—	`conf`	A Modularized Framework for Explaining Black Box Classifiers for Text Data. Canadian AI Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amílcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin
2022	J	`jnl`	A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels. Sensors Martha Dais Ferreira, Gabriel Spadon, Amílcar Soares, Stan Matwin
2022	J	`jnl`	A Study on the Geometric and Kinematic Descriptors of Trajectories in the Classification of Ship Types. Sensors Yashar Tavakoli, Lourdes Peña Castillo, Amílcar Soares
2022	—	`conf`	A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data. SEBD Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin
2022	J	`jnl`	A semi-supervised geometric-driven methodology for supervised fishing activity detection on multi-source AIS tracking messages. CoRR Martha Dais Ferreira, Gabriel Spadon, Amílcar Soares, Stan Matwin
2022	J	`jnl`	CYRUS Soccer Simulation 2D Team Description Paper 2021. CoRR Nader Zare, Aref Sayareh, Mahtab Sarvmaili, Omid Amini, Amílcar Soares, Stan Matwin
2022	J	`jnl`	CYRUS Soccer Simulation 2D Team Description Paper 2022. CoRR Nader Zare, Arad Firouzkouhi, Omid Amini, Mahtab Sarvmaili, Aref Sayareh, Saba Ramezani Rad, Stan Matwin, Amílcar Soares
2022	C	`conf`	Cyrus2D Base: Source Code Base for RoboCup 2D Soccer Simulation League. RoboCup Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Saba Ramezani Rad, Stan Matwin, Amílcar Soares
2022	J	`jnl`	Cyrus2D base: Source Code Base for RoboCup 2D Soccer Simulation League. CoRR Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Saba Ramezani Rad, Stan Matwin, Amílcar Soares
2022	—	`conf`	Evaluating Data Representations for Object Recognition During Pick-and-Place Manipulation Tasks. SysCon 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
2022	J	`jnl`	From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea. GeoInformatica Bruno Brandoli, Alessandra Raffaetà, Marta Simeoni, Pedram Adibi, Fateha Khanam Bappee, Fabio Pranovi, Giulia Rovinelli, Elisabetta Russo, Claudio Silvestri, Amílcar Soares, Stan Matwin
2022	C	`conf`	On Requirements for Field of Light Displays to Pass the Visual Turing Test. ISM Matthew Hamilton, Nicholas Wells, Amílcar Soares
2022	J	`jnl`	PTRAIL - A python package for parallel trajectory data preprocessing. SoftwareX Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares
2022	J	`jnl`	Understanding evolution of maritime networks from automatic identification system data. GeoInformatica Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin
2022	J	`jnl`	Unfolding collective AIS transmission behavior for vessel movement modeling on irregular timing data using noise-robust neural networks. CoRR Gabriel Spadon, Martha Dais Ferreira, Amílcar Soares, Stan Matwin
2021	—	`conf`	A modularized framework for explaining hierarchical attention networks on text classifiers. Canadian AI Mahtab Sarvmaili, Amílcar Soares, Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Stan Matwin
2021	J	`jnl`	Continuous Control with Deep Reinforcement Learning for Autonomous Vessels. CoRR Nader Zare, Bruno Brandoli, Mahtab Sarvmaili, Amílcar Soares, Stan Matwin
2021	C	`conf`	Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games. RoboCup Nader Zare, Mahtab Sarvmaili, Aref Sayareh, Omid Amini, Stan Matwin, Amílcar Soares
2021	J	`jnl`	Examining the impact of cross-domain learning on crime prediction. J. Big Data Fateha Khanam Bappee, Amílcar Soares, Lucas May Petry, Stan Matwin
2021	C	`conf`	Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning. RoboCup Nader Zare, Omid Amini, Aref Sayareh, Mahtab Sarvmaili, Arad Firouzkouhi, Stan Matwin, Amílcar Soares
2021	—	`conf`	Local Anomaly Detection In Maritime Traffic Using Visual Analytics. EDBT/ICDT Workshops Fernando Henrique Oliveira Abreu, Amílcar Soares, Fernando V. Paulovich, Stan Matwin
2021	J	`jnl`	Modeling the geospatial evolution of COVID-19 using spatio-temporal convolutional sequence-to-sequence neural networks. CoRR Mário Cardoso, André Cavalheiro, Alexandre Borges, Ana Filipa Duarte, Amílcar Soares, Maria João Pereira, Nuno Jardim Nunes, Leonardo Azevedo, Arlindo L. Oliveira
2021	J	`jnl`	PTRAIL - A python package for parallel trajectory data preprocessing. CoRR Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares
2021	J	`jnl`	Survey of Generative Methods for Social Media Analysis. CoRR Stan Matwin, Aristides Milios, Pawel Pralat, Amílcar Soares, François Théberge
2021	B	`conf`	Transitive Halifax: An Activity-Based Search Engine for Bus Routes. MDM Jinkun Chen, Vinicius Monteiro de Lira, Fernando V. Paulovich, Amílcar Soares
2019	—	`conf`	CRISIS: Integrating AIS and Ocean Data Streams Using Semantic Web Standards for Event Detection. ICMCIS Amílcar Soares, Renata Dividino, Fernando Henrique Oliveira Abreu, Matthew Brousseau, Anthony W. Isenor, Sean Webb, Stan Matwin