Aurea Soriano-Vargas

Universidade Estadual de Campinas (UNICAMP) — Brazil

Engineering · Physical Sciences

6h-index148citations30works0.42yr avg
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Research Topics

Reservoir Engineering and Simulation Methods(10), Time Series Analysis and Forecasting(10), Data Visualization and Analytics(6), Anomaly Detection Techniques and Applications(5), Seismic Imaging and Inversion Techniques(4)

Publications30 total

Commercial wrist-worn wearable devices for older adults: a scoping review
Disability and Rehabilitation Assistive Technology·2025Open Access
Distinguishing Stressor, Stress, and State Anxiety: Semantic and Physiological Insights With Machine Learning Approaches
IEEE Sensors Journal·2025· 2 citedOpen Access
Time-series visual representations for sleep stages classification
PLoS ONE·2025Open Access
Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data
arXiv (Cornell University)·2025· 1 citedOpen Access
Peak Ground Acceleration Prediction for Earthquake Early Warning with Multivariable Long Short-Term Memory Networks and Temporal Transformers
Lecture notes in computer science·2025
Prediction of Lung Cancer Risk Through Machine Learning Based on Lifestyle Questionnaire Data
2024
AI Knows What You Did Last Summer: Applications in Digital Forensics
2024
Paradoxical worsening of gait due to l-dopa induced dystonia: a case report
Arquivos de Neuro-Psiquiatria·2024Open Access
Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer Data
2023· 1 cited
Time series causal relationships discovery through feature importance and ensemble models
Scientific Reports·2023· 11 citedOpen Access
Time series causal relationships discovery through feature importance and ensemble models
Research Square (Research Square)·2023· 1 citedOpen Access
Detecting anomalies in production data using machine learning techniques
Technical Papers ... Rio Oil & Gas·2022
USE OF PRODUCTION DATA TO ASSESS CORRELATION & INTERWELL CONNECTIVITY
Technical Papers ... Rio Oil & Gas·2022
Data-driven deep-learning forecasting for oil production and pressure
Journal of Petroleum Science and Engineering·2021· 66 cited
A three-way convolutional network to compare 4D seismic data and reservoir simulation models in different domains
Journal of Petroleum Science and Engineering·2021· 2 cited
A visual analytics approach to anomaly detection in hydrocarbon reservoir time series data
Journal of Petroleum Science and Engineering·2021· 24 cited
Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models
IEEE Transactions on Systems Man and Cybernetics Systems·2021· 10 cited
Manifold Learning for Real-World Event Understanding
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Convolutional Neural Network Formulation to Compare 4D Seismic and Reservoir Simulation Models
2021Open Access
Convolutional Neural Network Formulation to Compare 4D Seismic and Reservoir Simulation Models
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
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Frequent Co-authors

Anderson Rocha(18), Alessandra Davólio(12), Denis José Schiozer(11), Maiara Moreira Gonçalves(6), Klaus Rollmann(6), Rafael de Oliveira Werneck(5), Renato Moura(5), Bernd Hamann(5), Forlan La Rosa Almeida(5), Manuel Castro(4), Pedro Ribeiro Mendes Júnior(4), M. Manzur Hossain(4), Marcelo Ferreira Zampieri(4), Zanoni Dias(4), Alexandre Ferreira(3), Leopoldo Lusquino Filho(3), Vitor Hugo de Sousa Ferreira(3), Bahram Lavi(3), Didier A. Vega‐Oliveros(3), Raphael Prates(2)