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Aurea Soriano-Vargas
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Data-driven deep-learning forecasting for oil production and pressure
R de Oliveira Werneck, R Prates, R Moura, MM Goncalves, M Castro, ...
Journal of Petroleum Science and Engineering 210, 109937, 2022
332022
Music genre classification using traditional and relational approaches
J Valverde-Rebaza, A Soriano, L Berton, MCF Oliveira, AA Lopes
Brazilian Conference on Intelligent Systems (BRACIS), 2014
202014
A visual analytics approach to anomaly detection in hydrocarbon reservoir time series data
A Soriano-Vargas, R Werneck, R Moura, PM Júnior, R Prates, M Castro, ...
Journal of Petroleum Science and Engineering 206, 108988, 2021
112021
Visual Analytics of Time-varying Multivariate Ionospheric Scintillation Data
A Soriano-Vargas, BC Vani, MH Shimabukuro, JFG Monico, MCF Oliveira, ...
Journal of Computer & Graphics - ELSEVIER, 2017
92017
Visualization of music collections based on structural content similarity
A Soriano, FV Paulovich, LG Nonato, MCF Oliveira
Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI), 2014
92014
Convolutional neural network formulation to compare 4-D seismic and reservoir simulation models
K Rollmann, A Soriano-Vargas, F Almeida, A Davolio, DJ Schiozer, ...
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (5), 3052-3065, 2021
82021
Tv-mv analytics: A visual analytics framework to explore time-varying multivariate data
A Soriano-Vargas, B Hamann, MC F de Oliveira
Information visualization 19 (1), 3-23, 2020
82020
Visualization of music collections based on structural similarity
A Soriano, FV Paulovich, LG Nonato, MCF Oliveira
62014
Manifold learning for real-world event understanding
CM Rodrigues, A Soriano-Vargas, B Lavi, A Rocha, Z Dias
IEEE Transactions on Information Forensics and Security 16, 2957-2972, 2021
42021
Time series causal relationships discovery through feature importance and ensemble models
M Castro, PR Mendes Júnior, A Soriano-Vargas, R de Oliveira Werneck, ...
Scientific Reports 13 (1), 11402, 2023
32023
Efficient segmentation of cell nuclei in histopathological images
OC Linares, AA Soriano-Vargas, BS Faiçal, B Hamann, AT Fabro, ...
2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020
32020
The rise of data-driven models in presentation attack detection
LAM Pereira, A Pinto, FA Andaló, AM Ferreira, B Lavi, A Soriano-Vargas, ...
Deep Biometrics, 289-311, 2020
32020
A synthetic case study of measuring the misfit between 4D seismic data and numerical reservoir simulation models through the Momenta Tree
A Soriano-Vargas, K Rollmann, F Almeida, A Davolio, B Hamann, ...
Computers & Geosciences 145, 104617, 2020
22020
A three-way convolutional network to compare 4D seismic data and reservoir simulation models in different domains
K Rollmann, A Soriano-Vargas, M Cirne, A Davolio, DJ Schiozer, A Rocha
Journal of Petroleum Science and Engineering 208, 109260, 2022
12022
Leveraging Phylogenetic Trees to Assess Variability of Reservoir Models
A Soriano-Vargas, K Rollmann, F La Rosa Almeida, A Davolio, B Hamann, ...
SPE Latin America and Caribbean Petroleum Engineering Conference, D051S041R001, 2020
12020
Metáforas visuais alternativas para layouts gerados por projeções multidimensionais: um estudo de caso na visualização de músicas
AR Soriano-Vargas
Universidade de São Paulo, 0
1*
Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer Data
RP Ederli, D Vega-Oliveros, A Soriano-Vargas, A Rocha, Z Dias
2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2023
2023
SIBGRAPI 2014
C Baumberger, M Reyes, M Constantinescu, R Olariu, E de Aguiar, ...
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