María Teresa García-Ordás

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 64

Top Topics

Convolutional Neural Network

Colorectal Cancer

Comparative Analysis

Top Venues

Publications

María Teresa García-Ordás, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón
Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data. CoRR (2024)
Nahúm Cueto-López, María Teresa García-Ordás, Verónica Dávila-Batista, V. Moreno, Nuria Aragonés, Rocío Alaíz-Rodríguez
A comparative study on feature selection for a risk prediction model for colorectal cancer. CoRR (2024)
Pilar Marqués-Sánchez, María Cristina Martínez-Fernández, José Alberto Benítez-Andrades, Enedina Quiroga-Sánchez, María Teresa García-Ordás, Natalia Arias-Ramos
Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques. CoRR (2024)
José Alberto Benítez-Andrades, María Teresa García-Ordás, Mayra Russo, Ahmad Sakor, Luis Daniel Fernandes Rotger, Maria-Esther Vidal
Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts. CoRR (2024)
Santiago Valbuena Rubio, María Teresa García-Ordás, Oscar García-Olalla Olivera, Héctor Alaiz-Moretón, María-Inmaculada González-Alonso, José Alberto Benítez-Andrades
Survival and grade of the glioma prediction using transfer learning. CoRR (2024)
Álvaro Michelena, María Teresa García-Ordás, José Aveleira-Mata, David Yeregui Marcos del Blanco, Míriam Timiraos Díaz, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices. Log. J. IGPL 32 (2) (2024)
María Teresa García-Ordás, José Alberto Benítez-Andrades, Jose Aveleira-Mata, José-Manuel Alija-Pérez, Carmen Benavides
Determining the severity of Parkinson's disease in patients using a multi task neural network. CoRR (2024)
María Teresa García-Ordás, Sergio Rubio-Martín, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez
Multispecies bird sound recognition using a fully convolutional neural network. CoRR (2024)
Ángel Delgado-Panadero, Beatriz Hernández-Lorca, María Teresa García-Ordás, José Alberto Benítez-Andrades
Implementing local-explainability in Gradient Boosting Trees: Feature Contribution. CoRR (2024)
María Teresa García-Ordás, Natalia Arias, Carmen Benavides, Oscar García-Olalla, José Alberto Benítez-Andrades
Evaluation of Country Dietary Habits Using Machine Learning Techniques in Relation to Deaths from COVID-19. CoRR (2024)
Sergio Rubio-Martín, María Teresa García-Ordás, Martín Bayón-Gutiérrez, Natalia Prieto-Fernández, José Alberto Benítez-Andrades
Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing. CoRR (2024)
María Teresa García-Ordás, Martín Bayón-Gutiérrez, Carmen Benavides, Jose Aveleira-Mata, José Alberto Benítez-Andrades
Heart disease risk prediction using deep learning techniques with feature augmentation. CoRR (2024)
María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Rocío Alaiz-Rodríguez, Víctor González-Castro
Tool wear monitoring using an online, automatic and low cost system based on local texture. CoRR (2024)
María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Victor González-Castro, Rocío Alaíz-Rodríguez
Combining shape and contour features to improve tool wear monitoring in milling processes. CoRR (2024)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Isaías García-Rodríguez
Enriched multi-agent middleware for building rule-based distributed security solutions for IoT environments. CoRR (2024)
José Alberto Benítez-Andrades, María Teresa García-Ordás, María Álvarez-González, Raquel Leirós-Rodríguez, Ana F. López Rodríguez
Detection of the most influential variables for preventing postpartum urinary incontinence using machine learning techniques. CoRR (2024)
Sergio Rubio-Martín, María Teresa García-Ordás, Martín Bayón-Gutiérrez, Natalia Prieto-Fernández, José Alberto Benítez-Andrades
Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing. Health Inf. Sci. Syst. 12 (1) (2024)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Paulo Novais, Isaías García-Rodríguez
Middleware-based multi-agent development environment for building and testing distributed intelligent systems. CoRR (2024)
María Teresa García-Ordás, Carmen Benavides, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez
Diabetes detection using deep learning techniques with oversampling and feature augmentation. CoRR (2024)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System. CoRR (2024)
Ángel Delgado-Panadero, José Alberto Benítez-Andrades, María Teresa García-Ordás
A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF). CoRR (2024)
José Alberto Benítez-Andrades, Natalia Arias, María Teresa García-Ordás, Marta Martínez-Martínez, Isaías García-Rodríguez
Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children. CoRR (2024)
José Alberto Benítez-Andrades, José-Manuel Alija-Pérez, Maria-Esther Vidal, Rafael Pastor Vargas, María Teresa García-Ordás
Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)-Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study. CoRR (2024)
Martín Bayón-Gutiérrez, María Teresa García-Ordás, Héctor Alaiz-Moretón, Jose Aveleira-Mata, Sergio Rubio-Martín, José Alberto Benítez-Andrades
TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection. CoRR (2024)
María Teresa García-Ordás, José Alberto Benítez-Andrades, Jose Aveleira-Mata, José-Manuel Alija-Pérez, Carmen Benavides
Determining the severity of Parkinson's disease in patients using a multi task neural network. Multim. Tools Appl. 83 (2) (2024)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Oscar García-Olalla, Carmen Benavides
Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network. CoRR (2024)
José Alberto Benítez-Andrades, María Teresa García-Ordás, Mayra Russo, Ahmad Sakor, Luis Daniel Fernandes Rotger, Maria-Esther Vidal
Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts. Semantic Web 14 (5) (2023)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System. Cybern. Syst. 54 (3) (2023)
Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Natalia Prieto-Fernández, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás
Machine Learning Based System for Detecting Battery State-of-Health. SOCO (1) (2023)
Iván De-Paz-Centeno, María Teresa García-Ordás, Oscar García-Olalla, Carlos Girón-Casares, Héctor Alaiz-Moretón
A Granularity Invariant Method for the Classification of Energy Production Time Series in Photovoltaic Plants. IEEE Access 11 (2023)
María Teresa García-Ordás, Jose Aveleira-Mata, Isaías García-Rodríguez, Antonio Javier Díaz-Longueira, José Luís Calvo-Rolle, Héctor Alaiz-Moretón
Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization. DCAI (3) (2023)
María Teresa García-Ordás, Martín Bayón-Gutiérrez, Carmen Benavides, Jose Aveleira-Mata, José Alberto Benítez-Andrades
Heart disease risk prediction using deep learning techniques with feature augmentation. Multim. Tools Appl. 82 (20) (2023)
Iván De-Paz-Centeno, María Teresa García-Ordás, Oscar García-Olalla, Héctor Alaiz-Moretón
Imputation of missing measurements in PV production data within constrained environments. Expert Syst. Appl. 217 (2023)
Daniel Fernández-Alonso, Javier Fernández-Lozano, María Teresa García-Ordás
Convolutional neural networks for accurate identification of mining remains from UAV-derived images. Appl. Intell. 53 (24) (2023)
Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás
Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries. HAIS (2023)
Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, María Teresa García-Ordás, José Luís Calvo-Rolle, Héctor Alaiz-Moretón
One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP. HAIS (2023)
Ángel Delgado-Panadero, José Alberto Benítez-Andrades, María Teresa García-Ordás
A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF). Appl. Intell. 53 (19) (2023)
Santiago Valbuena Rubio, María Teresa García-Ordás, Oscar García-Olalla Olivera, Héctor Alaiz-Moretón, María-Inmaculada González-Alonso, José Alberto Benítez-Andrades
Survival and grade of the glioma prediction using transfer learning. PeerJ Comput. Sci. 9 (2023)
Sergio Rubio-Martín, María Teresa García-Ordás, Martín Bayón-Gutiérrez, Natalia Prieto-Fernández, José Alberto Benítez-Andrades
Early Detection of Autism Spectrum Disorder through AI-Powered Analysis of Social Media Texts. CBMS (2023)
María Teresa García-Ordás, Sergio Rubio-Martín, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez
Multispecies bird sound recognition using a fully convolutional neural network. Appl. Intell. 53 (20) (2023)
Ángel Delgado-Panadero, Beatriz Hernández-Lorca, María Teresa García-Ordás, José Alberto Benítez-Andrades
Implementing local-explainability in Gradient Boosting Trees: Feature Contribution. Inf. Sci. 589 (2022)
José Alberto Benítez-Andrades, Álvaro González-Jiménez, Álvaro López-Brea, Jose Aveleira-Mata, José-Manuel Alija-Pérez, María Teresa García-Ordás
Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT. PeerJ Comput. Sci. 8 (2022)
Martín Bayón-Gutiérrez, José Alberto Benítez-Andrades, Sergio Rubio-Martín, Jose Aveleira-Mata, Héctor Alaiz-Moretón, María Teresa García-Ordás
Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data. HAIS (2022)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Paulo Novais, Isaías García-Rodríguez
Middleware-based multi-agent development environment for building and testing distributed intelligent systems. Clust. Comput. 24 (3) (2021)
José Aveleira-Mata, Esteban Jove, David Yeregui Marcos del Blanco, María Teresa García-Ordás, Francisco Zayas-Gato, Álvaro Michelena, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach. CISIS-ICEUTE (2021)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Oscar García-Olalla, Carmen Benavides
Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network. Biomed. Signal Process. Control. 69 (2021)
María Teresa García-Ordás, Carmen Benavides, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez
Diabetes detection using deep learning techniques with oversampling and feature augmentation. Comput. Methods Programs Biomed. 202 (2021)
José Alberto Benítez-Andrades, Álvaro González-Jiménez, Álvaro López-Brea, Carmen Benavides, Jose Aveleira-Mata, José-Manuel Alija-Pérez, María Teresa García-Ordás
BERT Model-Based Approach for Detecting Racism and Xenophobia on Twitter Data. MTSR (2021)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Isaías García-Rodríguez
Enriched multi-agent middleware for building rule-based distributed security solutions for IoT environments. J. Supercomput. 77 (11) (2021)
María Teresa García-Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle, Héctor Alaiz-Moretón
Hybrid Model to Calculate the State of Charge of a Battery. HAIS (2021)
José Alberto Benítez-Andrades, José-Manuel Alija-Pérez, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón, Rafael Pastor Vargas, María Teresa García-Ordás
BERT Model-Based Approach For Detecting Categories of Tweets in the Field of Eating Disorders (ED). CBMS (2021)
Álvaro Michelena Grandío, María Teresa García-Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices. CISIS-ICEUTE (2021)
María Teresa García-Ordás, José Antonio López-Vázquez, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, David Yeregui Marcos del Blanco, Roberto Casado-Vara, José Luís Calvo-Rolle
Comparative of Clustering Techniques for Academic Advice and Performance Measurement. ICEUTE (2020)
José Alberto Benítez-Andrades, Natalia Arias, María Teresa García-Ordás, Marta Martínez-Martínez, Isaías García-Rodríguez
Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children. Sensors 20 (5) (2020)
Jose Aveleira-Mata, Armando Ibán-Sánchez, María Teresa García-Ordás, Isaías García-Rodríguez, Héctor Alaiz-Moretón
Review and Replication of CoAP and MQTT Attacks for Dataset Generation. Intelligent Environments (Workshops) (2020)
Sergio Vidal-González, Isaías García-Rodríguez, Héctor Alaiz-Moretón, Carmen Benavides-Cuellar, José Alberto Benítez-Andrades, María Teresa García-Ordás, Paulo Novais
Analyzing IoT-Based Botnet Malware Activity with Distributed Low Interaction Honeypots. WorldCIST (2) (2020)
María Teresa García-Ordás, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón
Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data. Sensors 20 (4) (2020)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle
Comparative Analysis of Clustering Techniques for a Hybrid Model Implementation. SOCO (2020)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Carmen Benavides-Cuellar, Héctor Quintián, José Luís Calvo-Rolle
Clustering Techniques Performance Analysis for a Solar Thermal Collector Hybrid Model Implementation. HAIS (2020)
José Luís Casteleiro-Roca, María Teresa García-Ordás, Esteban Jove, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security Purposes. IDEAL (2) (2020)
María Teresa García-Ordás, Jose Aveleira-Mata, José Luís Casteleiro-Roca, José Luís Calvo-Rolle, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón
Autoencoder Latent Space Influence on IoT MQTT Attack Classification. IDEAL (2) (2020)
Nahúm Cueto-López, María Teresa García-Ordás, Verónica Dávila-Batista, Víctor Moreno, Nuria Aragonés, Rocío Alaíz-Rodríguez
A comparative study on feature selection for a risk prediction model for colorectal cancer. Comput. Methods Programs Biomed. 177 (2019)
María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Víctor González-Castro, Rocío Alaíz-Rodríguez
Combining shape and contour features to improve tool wear monitoring in milling processes. Int. J. Prod. Res. 56 (11) (2018)
Nahúm Cueto-López, Rocío Alaíz-Rodríguez, María Teresa García-Ordás, Carmen González-Donquiles, Vicente Martin
Assessing Feature Selection Techniques for a Colorectal Cancer Prediction Model. SOCO-CISIS-ICEUTE (2017)
María Teresa García-Ordás, Enrique Alegre, Víctor González-Castro, Diego García-Ordás
aZIBO: A New Descriptor Based in Shape Moments and Rotational Invariant Features. ICPR (2014)
Oscar García-Olalla, Enrique Alegre, María Teresa García-Ordás, Laura Fernández-Robles
Evaluation of LBP Variants Using Several Metrics and kNN Classifiers. SISAP (2013)
María Teresa García-Ordás, Enrique Alegre, Oscar García-Olalla, Diego García-Ordás
Evaluation of Different Metrics for Shape Based Image Retrieval Using a New Contour Points Descriptor. SISAP (2013)
Diego García-Ordás, Laura Fernández-Robles, Enrique Alegre, María Teresa García-Ordás, Oscar García-Olalla
Automatic Tampering Detection in Spliced Images with Different Compression Levels. IbPRIA (2013)
Oscar García-Olalla, Enrique Alegre, Laura Fernández-Robles, María Teresa García-Ordás, Diego García-Ordás
Adaptive local binary pattern with oriented standard deviation (ALBPS) for texture classification. EURASIP J. Image Video Process. 2013 (2013)
Oscar García-Olalla, Enrique Alegre, Laura Fernández-Robles, María Teresa García-Ordás
Vitality Assessment of Boar Sperm Using an Adaptive LBP Based on Oriented Deviation. ACCV Workshops (1) (2012)
Enrique Alegre, Víctor González-Castro, Rocío Alaíz-Rodríguez, María Teresa García-Ordás
Texture and moments-based classification of the acrosome integrity of boar spermatozoa images. Comput. Methods Programs Biomed. 108 (2) (2012)
Víctor González-Castro, Enrique Alegre, Oscar García-Olalla, Diego García-Ordás, María Teresa García-Ordás, Laura Fernández-Robles
Curvelet-Based Texture Description to Classify Intact and Damaged Boar Spermatozoa. ICIAR (2) (2012)
Enrique Alegre, María Teresa García-Ordás, Víctor González-Castro, S. Karthikeyan
Vitality Assessment of Boar Sperm Using N Concentric Squares Resized (NCSR) Texture Descriptor in Digital Images. IbPRIA (2011)