Aurea Soriano-Vargas

About Aurea Soriano-Vargas

Aurea Soriano-Vargas, With an exceptional h-index of 6 and a recent h-index of 5 (since 2020), a distinguished researcher at Universidade Estadual de Campinas, specializes in the field of Visual Analytics, Information Visualization, Artificial Intelligence, Machine Learning, Deep Learning..

His recent articles reflect a diverse array of research interests and contributions to the field:

Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer Data

Time series causal relationships discovery through feature importance and ensemble models

Information Management and Big Data: 9th Annual International Conference, SIMBig 2022, Lima, Peru, November 16–18, 2022, Proceedings

Information Management and Big Data: 8th Annual International Conference, SIMBig 2021, Virtual Event, December 1–3, 2021, Proceedings

Data-driven deep-learning forecasting for oil production and pressure

A three-way convolutional network to compare 4D seismic data and reservoir simulation models in different domains

A visual analytics approach to anomaly detection in hydrocarbon reservoir time series data

Information Management and Big Data: 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings

Aurea Soriano-Vargas Information

University

Position

Postdoctoral researcher at

Citations(all)

109

Citations(since 2020)

81

Cited By

40

hIndex(all)

6

hIndex(since 2020)

5

i10Index(all)

2

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Aurea Soriano-Vargas Skills & Research Interests

Visual Analytics

Information Visualization

Artificial Intelligence

Machine Learning

Deep Learning.

Top articles of Aurea Soriano-Vargas

Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer Data

2023/10/29

Aurea Soriano-Vargas
Aurea Soriano-Vargas

H-Index: 3

Zanoni Dias
Zanoni Dias

H-Index: 17

Time series causal relationships discovery through feature importance and ensemble models

Scientific Reports

2023/7/14

Information Management and Big Data: 9th Annual International Conference, SIMBig 2022, Lima, Peru, November 16–18, 2022, Proceedings

2023/6/10

Information Management and Big Data: 8th Annual International Conference, SIMBig 2021, Virtual Event, December 1–3, 2021, Proceedings

2022/4/21

Data-driven deep-learning forecasting for oil production and pressure

Journal of Petroleum Science and Engineering

2022/3/1

A three-way convolutional network to compare 4D seismic data and reservoir simulation models in different domains

Journal of Petroleum Science and Engineering

2022/1/1

A visual analytics approach to anomaly detection in hydrocarbon reservoir time series data

Journal of Petroleum Science and Engineering

2021/11/1

Information Management and Big Data: 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings

2021/5/11

Manifold learning for real-world event understanding

IEEE Transactions on Information Forensics and Security

2021/4/2

Aurea Soriano-Vargas
Aurea Soriano-Vargas

H-Index: 3

Bahram Lavi
Bahram Lavi

H-Index: 7

Zanoni Dias
Zanoni Dias

H-Index: 17

Convolutional neural network formulation to compare 4-D seismic and reservoir simulation models

IEEE Transactions on Systems, Man, and Cybernetics: Systems

2021/3/30

Leveraging Phylogenetic Trees to Assess Variability of Reservoir Models

2020/7/20

Information Management and Big Data: 6th International Conference, SIMBig 2019, Lima, Peru, August 21–23, 2019, Proceedings

2020/4/22

The rise of data-driven models in presentation attack detection

2020

Allan Pinto
Allan Pinto

H-Index: 10

Bahram Lavi
Bahram Lavi

H-Index: 7

Aurea Soriano-Vargas
Aurea Soriano-Vargas

H-Index: 3

Tv-mv analytics: A visual analytics framework to explore time-varying multivariate data

information visualization

2019/7/3

Aurea Soriano-Vargas
Aurea Soriano-Vargas

H-Index: 3

A synthetic case study of measuring the misfit between 4D seismic data and numerical reservoir simulation models through the Momenta Tree

Computers & Geosciences

2020/12/1

Efficient segmentation of cell nuclei in histopathological images

2020/7/28

See List of Professors in Aurea Soriano-Vargas University(Universidade Estadual de Campinas)

Co-Authors

academic-engine