Gabriel Spadon

50 papers B 8C 1Misc 5Journal 31Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Theoretical Framework for Environmental Similarity and Vessel Mobility as Coupled Predictors of Marine Invasive Species Pathways. CoRR Gabriel Spadon, Vaishnav Vaidheeswaran, Claudio DiBacco
2025	B	`conf`	AI-Driven Public Health Surveillance: Analyzing Vulnerable Areas in Brazil Using Remote Sensing and Socioeconomic Data. CBMS Joao Pedro Silva, Erikson Júlio De Aguiar, Gabriel Spadon, Agma J. M. Traina, Jose F. Rodrigues
2025	J	`jnl`	Community-Centered Spatial Intelligence for Climate Adaptation at Nova Scotia's Eastern Shore. CoRR Gabriel Spadon, Oladapo Oyebode, Camilo M. Botero, Tushar Sharma, Floris Goerlandt, Ronald Pelot
2025	B	`conf`	Goal-Conditioned Reinforcement Learning for Data-Driven Maritime Navigation. IEEE Big Data Vaishnav Vaidheeswaran, Dilith Jayakody, Samruddhi Mulay, Anand Lo, Md Mahbub Alam, Gabriel Spadon
2025	J	`jnl`	Goal-Conditioned Reinforcement Learning for Data-Driven Maritime Navigation. CoRR Vaishnav Vaidheeswaran, Dilith Jayakody, Samruddhi Mulay, Anand Lo, Md Mahbub Alam, Gabriel Spadon
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	J	`jnl`	Learning Spatio-Temporal Vessel Behavior using AIS Trajectory Data and Markovian Models in the Gulf of St. Lawrence. CoRR Gabriel Spadon, Ruixin Song, Vaishnav Vaidheeswaran, Md Mahbub Alam, Floris Goerlandt, Ronald Pelot
2025	B	`conf`	Modeling Maritime Transportation Behavior Using AIS Trajectories and Markovian Processes in the Gulf of St. Lawrence. IEEE Big Data Gabriel Spadon, Ruixin Song, Vaishnav Vaidheeswaran, Md Mahbub Alam, Floris Goerlandt, Ronald Pelot
2025	J	`jnl`	Multi-vessel Interaction-Aware Trajectory Prediction and Collision Risk Assessment. CoRR Md Mahbub Alam, José F. Rodrigues Jr., 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
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`	ImPORTance - Machine Learning-Driven Analysis of Global Port Significance and Network Dynamics for Improved Operational Efficiency. CoRR Emanuele Carlini, Domenico Di Gangi, Vinicius Monteiro de Lira, Hanna Kavalionak, Gabriel Spadon, Amílcar Soares Júnior
2024	J	`jnl`	Maritime Tracking Data Analysis and Integration with AISdb. CoRR Gabriel Spadon, Jay Kumar, Jinkun Chen, Matthew Smith, Casey Hilliard, Sarah Vela, Romina Gehrmann, Claudio DiBacco, Stan Matwin, Ronald Pelot
2024	J	`jnl`	Maritime tracking data analysis and integration with AISdb. SoftwareX Gabriel Spadon, Jay Kumar, Jinkun Chen, Matthew Smith, Casey Hilliard, Sarah Vela, Romina Gehrmann, Claudio DiBacco, Stan Matwin, Ronald Pelot
2023	—	`conf`	A Data Augmentation Algorithm for Trajectory Data. EMODE@SIGSPATIAL Yaksh J. Haranwala, Gabriel Spadon, Chiara Renso, Amílcar Soares
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`	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	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 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`	From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics. CoRR Gabriel Spadon, José F. Rodrigues Jr.
2022	J	`jnl`	Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution Learning. IEEE Trans. Pattern Anal. Mach. Intell. Gabriel Spadon, Shenda Hong, Bruno Brandoli, Stan Matwin, José F. Rodrigues Jr., Jimeng Sun
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	J	`jnl`	Aircraft Fuselage Corrosion Detection Using Artificial Intelligence. Sensors Bruno Brandoli, André R. de Geus, Jefferson R. Souza, Gabriel Spadon, Amílcar Soares Júnior, José F. Rodrigues Jr., Jerzy Komorowski, Stan Matwin
2021	J	`jnl`	DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage. Comput. Electron. Agric. Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, Sihem Amer-Yahia, José F. Rodrigues Jr.
2021	J	`jnl`	LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks. Inf. Sci. José F. Rodrigues Jr., Marco A. Gutierrez, Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2021	Misc	`conf`	SHARq: sharing recursive queries in relational databases. SAC Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, José F. Rodrigues Jr., Caetano Traina Jr.
2020	J	`jnl`	DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods. CoRR Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Sihem Amer-Yahia
2020	Misc	`conf`	Enhancing recursive graph querying on RDBMS with data clustering approaches. SAC Lucas C. Scabora, Gabriel Spadon, Paulo H. Oliveira, José F. Rodrigues Jr., Caetano Traina Jr.
2020	B	`conf`	Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network. CBMS José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2020	J	`jnl`	Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning. CoRR Gabriel Spadon, Shenda Hong, Bruno Brandoli, Stan Matwin, José F. Rodrigues Jr., Jimeng Sun
2019	J	`jnl`	Detecting multi-scale distance-based inconsistencies in cities through complex-networks. J. Comput. Sci. Gabriel Spadon, Bruno Brandoli, Danilo Medeiros Eler, José F. Rodrigues Jr.
2019	J	`jnl`	Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls. CoRR José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2019	J	`jnl`	Reconstructing commuters network using machine learning and urban indicators. CoRR Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Luiz G. A. Alves
2018	—	`conf`	A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks. ICCS (1) Gabriel Spadon, Bruno Brandoli Machado, Danilo Medeiros Eler, José F. Rodrigues Jr.
2018	C	`conf`	A comparative analysis of the automatic modeling of Learning Styles through Machine Learning techniques. FIE Lucas D. Ferreira, Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
2018	J	`jnl`	A distance-based tool-set to track inconsistent urban structures through complex-networks. CoRR Gabriel Spadon, Bruno Brandoli Machado, Danilo Medeiros Eler, José Fernando Rodrigues Jr.
2018	Misc	`conf`	A smartphone application to measure the quality of pest control spraying machines via image analysis. SAC Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
2018	—	`conf`	Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento. SBBD Gabriel Spadon, Lucas C. Scabora, Marcos R. Nesso Jr., Caetano Traina Jr., José F. Rodrigues Jr.
2018	—	`conf`	Computer-assisted City Touring for Explorers. BiDu-Posters@VLDB Gabriel Spadon, José Fernandes Rodrigues Jr.
2018	J	`jnl`	Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row. J. Inf. Data Manag. Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Daniel S. Kaster, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Júnior
2018	J	`jnl`	Hadoop Cluster Deployment: A Methodological Approach. Inf. Ronaldo Celso Messias Correia, Gabriel Spadon, Pedro Henrique de Andrade Gomes, Danilo Medeiros Eler, Rogério Eduardo Garcia, Celso Olivete Junior
2018	B	`conf`	RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. CBMS Marcos Roberto Nesso Junior, Mirela T. Cazzolato, Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Jéssica Andressa de Souza, Willian D. Oliveira, Daniel Y. T. Chino, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina
2018	B	`conf`	Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. IJCNN Mauro dos Santos de Arruda, Gabriel Spadon, José F. Rodrigues Jr., Wesley Nunes Gonçalves, Bruno Brandoli Machado
2018	—	`conf`	Topological Street-Network Characterization Through Feature-Vector and Cluster Analysis. ICCS (1) Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
2018	J	`jnl`	Topological street-network characterization through feature-vector and cluster analysis. CoRR Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
2017	J	`jnl`	A smartphone application to measure the quality of pest control spraying machines via image analysis. CoRR Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.
2017	Misc	`conf`	Behavioral Characterization of Criminality Spread in Cities. ICCS Gabriel Spadon, Lucas C. Scabora, Paulo H. Oliveira, Marcus V. S. Araujo, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.
2017	Misc	`conf`	Identifying Urban Inconsistencies via Street Networks. ICCS Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.
2016	J	`jnl`	Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR Gabriel Spadon, Lucas C. Scabora, Marcus V. S. Araujo, Paulo H. Oliveira, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.