María Teresa García-Ordás

Universidad de León

18H指数

96论文数

1.3K被引数

收录论文 22

发表时间

Explainable depression prediction using SHAP and large language models to extract features from text transcriptions 使用SHAP和大型语言模型从文本转录中提取特征的可解释抑郁症预测

Applied Soft Computing

IF6.6

2026-07-31

OAAI

María Teresa García-Ordás; Sergio Rubio-Martín; Alicia Merayo; Arturo Crespo-Álvaro; Oscar García-Olalla; Isaías García-Rodríguez

Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach

LOGIC JOURNAL OF THE IGPL

IF0.8

2024-05-09

PREAI

Ordas, Maria Teresa; del Blanco, David Yeregui Marcos; Aveleira-Mata, Jose; Zayas-Gato, Francisco; Jove, Esteban; Casteleiro-Roca, Jose-Luis; Quintian, Hector; Calvo-Rolle, Jose Luis; Alaiz-Moreton, Hector

Survival and grade of the glioma prediction using transfer learning 使用迁移学习预测神经胶质瘤的生存和分级

PEERJ COMPUTER SCIENCE

IF2.5

2023-12-08

OAAI

Valbuena Rubio, Santiago; Teresa Garcia-Ordas, Maria; Garcia-Olalla Olivera, Oscar; Alaiz-Moreton, Hector; Gonzalez-Alonso, Maria-Inmaculada; Alberto Benitez-Andrades, Jose

Convolutional neural networks for accurate identification of mining remains from UAV-derived images

APPLIED INTELLIGENCE

IF3.5

2023-11-18

OAAI

Fernandez-Alonso, Daniel; Fernandez-Lozano, Javier; Garcia-Ordas, Maria Teresa

Multispecies bird sound recognition using a fully convolutional neural network

APPLIED INTELLIGENCE

IF3.5

2023-07-07

PREAI

Garcia-Ordas, Maria Teresa; Rubio-Martin, Sergio; Benitez-Andrades, Jose Alberto; Alaiz-Moreton, Hector; Garcia-Rodriguez, Isaias

A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF)

APPLIED INTELLIGENCE

IF3.5

2023-07-05

OAAI

Delgado-Panadero, Angel; Benitez-Andrades, Jose Alberto; Garcia-Ordas, Maria Teresa

Determining the severity of Parkinson's disease in patients using a multi task neural network

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-06-01

OAAI

Garcia-Ordas, Maria Teresa; Benitez-Andrades, Jose Alberto; Aveleira-Mata, Jose; Alija-Perez, Jose-Manuel; Benavides, Carmen

Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts

SEMANTIC WEB

IF2.9

2023-05-08

OAAI

Alberto Benitez-Andrades, Jose; Teresa Garcia-Ordas, Maria; Russo, Mayra; Sakor, Ahmad; Rotger, Luis Daniel Fernandes; Vidal, Maria-Esther

Imputation of missing measurements in PV production data within constrained environments

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-05-01

PREAI

de-Paz-Centeno, Ivan; Garcia-Ordas, Maria Teresa; Garcia-Olalla, Oscar; Alaiz-Moreton, Hector

Heart disease risk prediction using deep learning techniques with feature augmentation

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-03-14

OAAI

Teresa Garcia-Ordas, Maria; Bayon-Gutierrez, Martin; Benavides, Carmen; Aveleira-Mata, Jose; Alberto Benitez-Andrades, Jose

A Granularity Invariant Method for the Classification of Energy Production Time Series in Photovoltaic Plants

IEEE ACCESS

IF3.6

2023-01-01

OAAI

De-Paz-Centeno, Ivan; Garcia-Ordas, Maria Teresa; Garcia-Olalla, Oscar; Giron-Casares, Carlos; Alaiz-Moreton, Hector

Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT

PEERJ COMPUTER SCIENCE

IF2.5

2022-03-01

OAAI

Alberto Benitez-Andrades, Jose; Gonzalez-Jimenez, Alvaro; Lopez-Brea, Alvaro; Aveleira-Mata, Jose; Alija-Perez, Jose-Manuel; Teresa Garcia-Ordas, Maria

l Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)-Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study

JMIR MEDICAL INFORMATICS

IF3.8

2022-02-24

OAAI

Alberto Benitez-Andrades, Jose; Alija-Perez, Jose-Manuel; Vidal, Maria-Esther; Pastor-Vargas, Rafael; Teresa Garcia-Ordas, Maria

Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-08-01

OAAI

Garcia-Ordas, Maria Teresa; Alaiz-Moreton, Hector; Benitez-Andrades, Jose Alberto; Garcia-Rodriguez, Isaias; Garcia-Olalla, Oscar; Benavides, Carmen

Diabetes detection using deep learning techniques with oversampling and feature augmentation

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-04-01

OAAI

Garcia-Ordas, Maria Teresa; Benavides, Carmen; Benitez-Andrades, Jose Alberto; Alaiz-Moreton, Hector; Garcia-Rodriguez, Isaias

Middleware-based multi-agent development environment for building and testing distributed intelligent systems

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS

IF4.1

2021-03-25

PREAI

Aguayo-Canela, Francisco Jose; Alaiz-Moreton, Hector; Garcia-Ordas, Maria Teresa; Benitez-Andrades, Jose Alberto; Benavides, Carmen; Novais, Paulo; Garcia-Rodriguez, Isaias

Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children

SENSORS

IF3.5

2020-03-04

OAAI

Alberto Benitez-Andrades, Jose; Arias, Natalia; Teresa Garcia-Ordas, Maria; Martinez-Martinez, Marta; Garcia-Rodriguez, Isaias

Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data

SENSORS

IF3.5

2020-02-22

OAAI

Teresa Garcia-Ordas, Maria; Alberto Benitez-Andrades, Jose; Garcia-Rodriguez, Isaias; Benavides, Carmen; Alaiz-Moreton, Hector

A comparative study on feature selection for a risk prediction model for colorectal cancer

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2019-08-01

OAAI

Cueto-Lopez, Nahum; Teresa Garcia-Ordas, Maria; Davila-Batista, Veronica; Moreno, Victor; Aragones, Nduria; Alaiz-Rodriguez, Rocio

Tool wear monitoring using an online, automatic and low cost system based on local texture

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2018-11-01

OAAI

Teresa Garcia-Ordas, Maria; Alegre-Gutierrez, Enrique; Alaiz-Rodriguez, Rocio; Gonzalez-Castro, Victor

研究方向