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Gabriel Spadon
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2020 – today
- 2024
- [i15]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 abs/2401.13098 (2024) - [i14]Gabriel Spadon, Jay Kumar, Jinkun Chen, Matthew Smith, Casey Hilliard, Sarah Vela, Romina Gehrmann, Claudio DiBacco, Stan Matwin, Ronald Pelot:
Maritime Tracking Data Analysis and Integration with AISdb. CoRR abs/2407.08082 (2024) - [i13]Emanuele Carlini, Domenico Di Gangi, Vinicius Monteiro de Lira, Hanna Kavalionak, Gabriel Spadon, Amílcar Soares Júnior:
ImPORTance - Machine Learning-Driven Analysis of Global Port Significance and Network Dynamics for Improved Operational Efficiency. CoRR abs/2407.09571 (2024) - 2023
- [j9]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: 18821-18837 (2023) - [c17]Yaksh J. Haranwala
, Gabriel Spadon
, Chiara Renso
, Amílcar Soares
:
A Data Augmentation Algorithm for Trajectory Data. EMODE@SIGSPATIAL 2023: 25-29 - [i12]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 abs/2310.18948 (2023) - 2022
- [j8]Gabriel Spadon
, Shenda Hong
, Bruno Brandoli
, Stan Matwin
, José F. Rodrigues Jr.
, Jimeng Sun
:
Pay Attention to Evolution: Time Series Forecasting With Deep Graph-Evolution Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5368-5384 (2022) - [j7]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): 6063 (2022) - [i11]Gabriel Spadon, Martha Dais Ferreira, Amílcar Soares, Stan Matwin:
Unfolding collective AIS transmission behavior for vessel movement modeling on irregular timing data using noise-robust neural networks. CoRR abs/2202.13867 (2022) - [i10]Gabriel Spadon, José F. Rodrigues Jr.:
From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics. CoRR abs/2206.01176 (2022) - [i9]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 abs/2207.05514 (2022) - 2021
- [j6]Bruno Brandoli, Gabriel Spadon
, Travis J. Esau
, Patrick Hennessy, André C. P. L. F. de Carvalho
, Sihem Amer-Yahia, José F. Rodrigues Jr.:
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage. Comput. Electron. Agric. 180: 105906 (2021) - [j5]José F. Rodrigues Jr., Marco A. Gutierrez
, Gabriel Spadon
, Bruno Brandoli, Sihem Amer-Yahia:
LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks. Inf. Sci. 545: 813-827 (2021) - [j4]Bruno Brandoli
, André R. de Geus
, Jefferson R. Souza
, Gabriel Spadon
, Amílcar Soares Júnior
, José F. Rodrigues Jr.
, Jerzy Komorowski, Stan Matwin
:
Aircraft Fuselage Corrosion Detection Using Artificial Intelligence. Sensors 21(12): 4026 (2021) - [c16]Lucas C. Scabora, Gabriel Spadon, Mirela T. Cazzolato, Daniel S. Kaster, Agma J. M. Traina, José F. Rodrigues Jr., Caetano Traina Jr.
:
SHARq: sharing recursive queries in relational databases. SAC 2021: 336-339 - 2020
- [c15]José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia:
Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network. CBMS 2020: 569-572 - [c14]Lucas C. Scabora, Gabriel Spadon
, Paulo H. Oliveira
, José F. Rodrigues Jr., Caetano Traina Jr.
:
Enhancing recursive graph querying on RDBMS with data clustering approaches. SAC 2020: 404-411 - [i8]Gabriel Spadon
, Shenda Hong, Bruno Brandoli, Stan Matwin, José F. Rodrigues Jr., Jimeng Sun:
Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning. CoRR abs/2008.12833 (2020) - [i7]Bruno Brandoli, Gabriel Spadon
, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Sihem Amer-Yahia:
DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods. CoRR abs/2009.00453 (2020)
2010 – 2019
- 2019
- [j3]Gabriel Spadon
, Bruno Brandoli, Danilo Medeiros Eler, José F. Rodrigues Jr.:
Detecting multi-scale distance-based inconsistencies in cities through complex-networks. J. Comput. Sci. 30: 209-222 (2019) - [i6]Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Luiz G. A. Alves:
Reconstructing commuters network using machine learning and urban indicators. CoRR abs/1908.03512 (2019) - [i5]José F. Rodrigues Jr., Gabriel Spadon
, Bruno Brandoli, Sihem Amer-Yahia:
Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls. CoRR abs/1909.04605 (2019) - 2018
- [j2]Ronaldo Celso Messias Correia, Gabriel Spadon
, Pedro Henrique de Andrade Gomes, Danilo Medeiros Eler
, Rogério Eduardo Garcia
, Celso Olivete Junior:
Hadoop Cluster Deployment: A Methodological Approach. Inf. 9(6): 131 (2018) - [j1]Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Daniel S. Kaster, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina Júnior:
Cutting-edge Relational Graph Data Management with Edge-k: From One to Multiple Edges in the Same Row. J. Inf. Data Manag. 9(1): 20-35 (2018) - [c13]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
:
RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. CBMS 2018: 71-76 - [c12]Lucas D. Ferreira, Gabriel Spadon
, André C. P. L. F. de Carvalho
, José F. Rodrigues Jr.:
A comparative analysis of the automatic modeling of Learning Styles through Machine Learning techniques. FIE 2018: 1-8 - [c11]Gabriel Spadon
, Gabriel P. Gimenes, José F. Rodrigues Jr.
:
Topological Street-Network Characterization Through Feature-Vector and Cluster Analysis. ICCS (1) 2018: 274-287 - [c10]Gabriel Spadon
, Bruno Brandoli Machado
, Danilo Medeiros Eler
, José F. Rodrigues Jr.
:
A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks. ICCS (1) 2018: 288-301 - [c9]Mauro dos Santos de Arruda
, Gabriel Spadon
, José F. Rodrigues Jr., Wesley Nunes Gonçalves, Bruno Brandoli Machado:
Recognition of Endangered Pantanal Animal Species using Deep Learning Methods. IJCNN 2018: 1-8 - [c8]Bruno Brandoli Machado, Gabriel Spadon
, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho
, José F. Rodrigues Jr.:
A smartphone application to measure the quality of pest control spraying machines via image analysis. SAC 2018: 956-963 - [c7]Gabriel Spadon, Lucas C. Scabora, Marcos R. Nesso Jr., Caetano Traina Jr., José F. Rodrigues Jr.:
Caracterização Topológica de Redes Viárias por Meio da Análise de Vetores de Características e Técnicas de Agrupamento. SBBD 2018: 157-168 - [c6]Gabriel Spadon, José Fernandes Rodrigues Jr.:
Computer-assisted City Touring for Explorers. BiDu-Posters@VLDB 2018 - [i4]Gabriel Spadon, Bruno Brandoli Machado, Danilo Medeiros Eler, José Fernando Rodrigues Jr.:
A distance-based tool-set to track inconsistent urban structures through complex-networks. CoRR abs/1803.09136 (2018) - [i3]Gabriel Spadon, Gabriel P. Gimenes, José F. Rodrigues Jr.:
Topological street-network characterization through feature-vector and cluster analysis. CoRR abs/1806.07952 (2018) - 2017
- [c5]Pedro Henrique de Andrade Gomes, Rogério Eduardo Garcia
, Gabriel Spadon de Souza
, Danilo Medeiros Eler, Celso Olivete Junior, Ronaldo Celso Messias Correia:
Teaching software quality via source code inspection tool. FIE 2017: 1-8 - [c4]Gabriel Spadon
, Gabriel P. Gimenes, José F. Rodrigues Jr.:
Identifying Urban Inconsistencies via Street Networks. ICCS 2017: 18-27 - [c3]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.:
Behavioral Characterization of Criminality Spread in Cities. ICCS 2017: 2537-2541 - [i2]Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonçalves, André C. P. L. F. de Carvalho, José F. Rodrigues Jr.:
A smartphone application to measure the quality of pest control spraying machines via image analysis. CoRR abs/1711.07828 (2017) - 2016
- [c2]Gabriel Spadon de Souza
, Pedro Henrique de Andrade Gomes, Ronaldo Celso Messias Correia, Celso Olivete Junior, Danilo Medeiros Eler, Rogério Eduardo Garcia
:
Combined Methodology for Theoretical Computing. FIE 2016: 1-7 - [i1]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.:
Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR abs/1612.06115 (2016) - 2015
- [c1]Gabriel Spadon de Souza
, Celso Olivete Junior, Ronaldo Celso Messias Correia, Rogério Eduardo Garcia
:
Teaching-learning methodology for formal languages and automata theory. FIE 2015: 1-7
Coauthor Index
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last updated on 2024-08-18 00:34 CEST by the dblp team
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