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Gabriel Spadon
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Reconstructing commuters network using machine learning and urban indicators
G Spadon, AC Carvalho, JF Rodrigues-Jr, LGA Alves
Scientific reports 9 (1), 11801, 2019
582019
Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning
G Spadon, S Hong, B Brandoli, S Matwin, JF Rodrigues-Jr, J Sun
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
502021
Aircraft fuselage corrosion detection using artificial intelligence
B Brandoli, AR de Geus, JR Souza, G Spadon, A Soares, JF Rodrigues Jr, ...
Sensors 21 (12), 4026, 2021
312021
Teaching software quality via source code inspection tool
PH de Andrade Gomes, RE Garcia, G Spadon, DM Eler, C Olivete, ...
2017 IEEE Frontiers in Education Conference (FIE), 1-8, 2017
282017
LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks
JF Rodrigues-Jr, MA Gutierrez, G Spadon, B Brandoli, S Amer-Yahia
Information Sciences 545, 813-827, 2021
25*2021
A comparative analysis of the automatic modeling of Learning Styles through Machine Learning techniques
LD Ferreira, G Spadon, AC Carvalho, JF Rodrigues
2018 IEEE Frontiers in Education Conference (FIE), 1-8, 2018
192018
A smartphone application to measure the quality of pest control spraying machines via image analysis
BB Machado, G Spadon, MS Arruda, WN Goncalves, AC Carvalho, ...
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 956-963, 2018
192018
Identifying urban inconsistencies via street networks
G Spadon, G Gimenes, JF Rodrigues-Jr
Procedia Computer Science 108, 18-27, 2017
17*2017
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage
B Brandoli, G Spadon, T Esau, P Hennessy, ACPL Carvalho, ...
Computers and Electronics in Agriculture 180, 105906, 2021
162021
Recognition of endangered pantanal animal species using deep learning methods
MS de Arruda, G Spadon, JF Rodrigues, WN Gonçalves, BB Machado
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
162018
Behavioral Characterization of Criminality Spread in Cities
G Spadon, LC Scabora, PH Oliveira, MVS Araujo, BB Machado, ...
Procedia Computer Science 108, 2537-2541, 2017
112017
Teaching-learning methodology for formal languages and automata theory
GS De Souza, C Olivete, RCM Correia, RE Garcia
2015 IEEE Frontiers in Education Conference (FIE), 1-7, 2015
102015
A semi-supervised methodology for fishing activity detection using the geometry behind the trajectory of multiple vessels
MD Ferreira, G Spadon, A Soares, S Matwin
Sensors 22 (16), 6063, 2022
92022
Unfolding ais transmission behavior for vessel movement modeling on noisy data leveraging machine learning
G Spadon, MD Ferreira, A Soares, S Matwin
IEEE Access 11, 18821-18837, 2022
9*2022
Topological street-network characterization through feature-vector and cluster analysis
G Spadon, G Gimenes, JF Rodrigues
Computational Science–ICCS 2018: 18th International Conference, Wuxi, China …, 2018
82018
Prediction of winners in MOBA games
CEM Almeida, RCM Correia, DM Eler, C Olivete-Jr, RE Garci, LC Scabora, ...
2017 12th Iberian Conference on Information Systems and Technologies (CISTI …, 2017
82017
Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls
JF Rodrigues-Jr, G Spadon, B Brandoli, S Amer-Yahia
arXiv preprint arXiv:1909.04605, 2019
62019
Simulation and analysis applied on virtualization to build Hadoop clusters
GS de Souza, RCM Correia, RE Garcia, C Olivete
2015 10th Iberian Conference on Information Systems and Technologies (CISTI …, 2015
6*2015
Detecting multi-scale distance-based inconsistencies in cities through complex-networks
G Spadon, B Brandoli, DM Eler, JF Rodrigues-Jr
Journal of computational science 30, 209-222, 2019
52019
RAFIKI: Retrieval-based application for imaging and knowledge investigation
MR Nesso, MT Cazzolato, LC Scabora, PH Oliveira, G Spadon, ...
2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018
52018
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Articles 1–20