P. A. Estévez - Publications, H-index & Citations

P. A. Estévez

universidad de valparaiso

33H指数

232论文数

5.5K被引数

收录论文 46

发表时间

TWEEF: Trustworthiness Estimation and Enhancement Framework for Machine Learning Models TWEEF：机器学习模型的可信度评估与增强框架

Applied Sciences-Basel

IF2.5

2026-01-21

PREAI

Ugalde, Jonathan; Salas, Rodrigo; Torres, Romina; Velandia, Daira; Bariviera, Aurelio F.; Estevez, Pablo A.; Godoy, Maria Paz

Machine and deep learning structural vessel analysis of ruptured and unruptured brain arteriovenous malformations 机器学习与深度学习在破裂与非破裂脑动静脉畸形结构血管分析中的应用

INTERVENTIONAL NEURORADIOLOGY

IF2.1

2025-12-01

PREAI

Intriago, Jhon; Rivera, Rodrigo; Cruz, Juan Pablo; Cespedes, Alvaro; Estevez, Pablo A.

Physics-Informed Neural Network for Modeling the Pulmonary Artery Blood Pressure from Magnetic Resonance Images: A Reduced-Order Navier–Stokes Model 基于物理信息的神经网络用于从磁共振图像中建模肺动脉血压：一种降阶Navier–Stokes模型

Biomedicines 2025, Vol. 13, Page 2058

IF3.9

2025-08-23

PREAI

Sebastián Jara; Julio Sotelo; David Ortiz-Puerta; Pablo A. Estévez; Sergio Uribe; Steren Chabert; Rodrigo Salas

USSD: Unsupervised Sleep Spindle Detector USSD: 无监督睡眠纺锤检测器

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Ramirez, Edgardo; Estevez, Pablo A.; Adams, Martin D.; Perez, Claudio A.; Garrido Gonzalez, Marcelo; Peirano, Patricio

ATAT: Astronomical Transformer for time series and Tabular data ATAT: 用于时间序列和表格数据的天文转换器

ASTRONOMY & ASTROPHYSICS

IF5.8

2024-09-19

OAAI

Cabrera-Vives, G.; Moreno-Cartagena, D.; Astorga, N.; Reyes-Jainaga, I.; Foerster, F.; Huijse, P.; Arredondo, J.; Munoz Arancibia, A. M.; Bayo, A.; Catelan, M.; Estevez, P. A.; Sanchez-Saez, P.; Alvarez, A.; Castellanos, P.; Gallardo, P.; Moya, A.; Rodriguez-Mancini, D.

A robust deep learning detector for sleep spindles and K-complexes: towards population norms

SCIENTIFIC REPORTS

IF3.9

2024-01-02

OAAI

Tapia-Rivas, Nicolas I.; Estevez, Pablo A.; Cortes-Briones, Jose A.

Model-based battery thermal parameter optimization using symbolic regression 基于模型的电池热参数符号回归优化

JOURNAL OF ENERGY STORAGE

IF9.8

2023-12-01

PREAI

De la Sotta, Rafael I.; Estevez, Pablo A.; Vergara, Jorge R.; Calderon-Munoz, Williams R.

Alert Classification for the ALeRCE Broker System: The Anomaly Detector

ASTRONOMICAL JOURNAL

IF5.1

2023-09-07

OAAI

Perez-Carrasco, Manuel; Cabrera-Vives, Guillermo; Hernandez-Garcia, Lorena; Forster, F.; Sanchez-Saez, Paula; Munoz Arancibia, Alejandra M.; Arredondo, Javier; Astorga, Nicolas; Bauer, Franz E.; Bayo, Amelia; Catelan, M.; Dastidar, Raya; Estevez, P. A.; Lira, Paulina; Pignata, Giuliano

Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11

ASTRONOMY & ASTROPHYSICS

IF5.8

2023-07-20

OAAI

Sanchez-Saez, P.; Arredondo, J.; Bayo, A.; Arevalo, P.; Bauer, F. E.; Cabrera-Vives, G.; Catelan, M.; Coppi, P.; Estevez, P. A.; Forster, F.; Hernandez-Garcia, L.; Huijse, P.; Kurtev, R.; Lira, P.; Arancibia, A. M. Munoz; Pignata, G.

Deep Attention-based Supernovae Classification of Multiband Light Curves

ASTRONOMICAL JOURNAL

IF5.1

2022-12-16

OAAI

Pimentel, Oscar; Estevez, Pablo A.; Forster, Francisco

DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multiresolution Images

ASTRONOMICAL JOURNAL

IF5.1

2022-10-17

OAAI

Forster, Francisco; Munoz Arancibia, Alejandra M.; Reyes-Jainaga, Ignacio; Gagliano, Alexander; Britt, Dylan; Cuellar-Carrillo, Sara; Figueroa-Tapia, Felipe; Polzin, Ava; Yousef, Yara; Arredondo, Javier; Rodriguez-Mancini, Diego; Correa-Orellana, Javier; Bayo, Amelia; Bauer, Franz E.; Catelan, Marcio; Cabrera-Vives, Guillermo; Dastidar, Raya; Estevez, Pablo A.; Pignata, Giuliano; Hernandez-Garcia, Lorena; Huijse, Pablo; Reyes, Esteban; Sanchez-Saez, Paula; Ramirez, Mauricio; Grandon, Daniela; Pineda-Garcia, Jonathan; Chabour-Barra, Francisca; Silva-Farfan, Javier

Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks 通过生成对抗网络的数据增强来改进天文时间序列分类

ASTROPHYSICAL JOURNAL

IF5.4

2022-08-09

OAAI

Garcia-Jara, German; Protopapas, Pavlos; Estevez, Pablo A.

Going deep into schizophrenia with artificial intelligence 用人工智能深入精神分裂症

SCHIZOPHRENIA RESEARCH

IF3.5

2022-07-01

OAAI

Cortes-Briones, Jose A.; Tapia-Rivas, Nicolas I.; D'Souza, Deepak Cyril; Estevez, Pablo A.

Rock lithological instance classification by hyperspectral images using dimensionality reduction and deep learning

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2022-05-01

PREAI

Galdames, Francisco J.; Perez, Claudio A.; Estevez, Pablo A.; Adams, Martin

Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier

ASTRONOMICAL JOURNAL

IF5.1

2021-11-05

OAAI

Carrasco-Davis, R.; Reyes, E.; Valenzuela, C.; Foerster, F.; Estevez, P. A.; Pignata, G.; Bauer, F. E.; Reyes, I; Sanchez-Saez, P.; Cabrera-Vives, G.; Eyheramendy, S.; Catelan, M.; Arredondo, J.; Castillo-Navarrete, E.; Rodriguez-Mancini, D.; Ruz-Mieres, D.; Moya, A.; Sabatini-Gacitua, L.; Sepulveda-Cobo, C.; Mahabal, A. A.; Silva-Farfan, J.; Camacho-Iniguez, E.; Galbany, L.

Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors

ASTRONOMICAL JOURNAL

IF5.1

2021-10-20

OAAI

Sanchez-Saez, P.; Lira, H.; Marti, L.; Sanchez-Pi, N.; Arredondo, J.; Bauer, F. E.; Bayo, A.; Cabrera-Vives, G.; Donoso-Oliva, C.; Estevez, P. A.; Eyheramendy, S.; Forster, F.; Hernandez-Garcia, L.; Arancibia, A. M. Munoz; Perez-Carrasco, M.; Sepulveda, M.; Vergara, J. R.

The effect of phased recurrent units in the classification of multiple catalogues of astronomical light curves

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2021-06-10

OAAI

Donoso-Oliva, C.; Cabrera-Vives, G.; Protopapas, P.; Carrasco-Davis, R.; Estevez, P. A.

The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker

ASTRONOMICAL JOURNAL

IF5.1

2021-04-27

123

OAAI

Forster, F.; Cabrera-Vives, G.; Castillo-Navarrete, E.; Estevez, P. A.; Sanchez-Saez, P.; Arredondo, J.; Bauer, F. E.; Carrasco-Davis, R.; Catelan, M.; Elorrieta, F.; Eyheramendy, S.; Huijse, P.; Pignata, G.; Reyes, E.; Reyes, I.; Rodriguez-Mancini, D.; Ruz-Mieres, D.; Valenzuela, C.; Alvarez-Maldonado, I.; Astorga, N.; Borissova, J.; Clocchiatti, A.; De Cicco, D.; Donoso-Oliva, C.; Hernandez-Garcia, L.; Graham, M. J.; Jordan, A.; Kurtev, R.; Mahabal, A.; Maureira, J. C.; Munoz-Arancibia, A.; Molina-Ferreiro, R.; Moya, A.; Palma, W.; Perez-Carrasco, M.; Protopapas, P.; Romero, M.; Sabatini-Gacitua, L.; Sanchez, A.; San Martin, J.; Sepulveda-Cobo, C.; Vera, E.; Vergara, J. R.

Alert Classification for the ALeRCE Broker System: The Light Curve Classifier

ASTRONOMICAL JOURNAL

IF5.1

2021-02-23

OAAI

Sanchez-Saez, P.; Reyes, I; Valenzuela, C.; Forster, F.; Eyheramendy, S.; Elorrieta, F.; Bauer, F. E.; Cabrera-Vives, G.; Estevez, P. A.; Catelan, M.; Pignata, G.; Huijse, P.; De Cicco, D.; Arevalo, P.; Carrasco-Davis, R.; Abril, J.; Kurtev, R.; Borissova, J.; Arredondo, J.; Castillo-Navarrete, E.; Rodriguez, D.; Ruz-Mieres, D.; Moya, A.; Sabatini-Gacitua, L.; Sepulveda-Cobo, C.; Camacho-Iniguez, E.

Asteroids' Size Distribution and Colors from HITS

ASTRONOMICAL JOURNAL

IF5.1

2020-03-06

OAAI

Pena, J.; Fuentes, C.; Forster, F.; Martinez-Palomera, J.; Cabrera-Vives, G.; Maureira, J. C.; Huijse, P.; Estevez, P. A.; Galbany, L.; Gonzalez-Gaitan, S.; de Jaeger, Th.

研究方向