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María Teresa García-Ordás
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2020 – today
- 2024
- [j24]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): 20 (2024) - [j23]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): 352-365 (2024) - [j22]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): 6077-6092 (2024) - [i23]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 abs/2402.02183 (2024) - [i22]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 abs/2402.02184 (2024) - [i21]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 abs/2402.02188 (2024) - [i20]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 abs/2402.03384 (2024) - [i19]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 abs/2402.03385 (2024) - [i18]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 abs/2402.03386 (2024) - [i17]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 abs/2402.05293 (2024) - [i16]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 abs/2402.05489 (2024) - [i15]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 abs/2402.05491 (2024) - [i14]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 abs/2402.05495 (2024) - [i13]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 abs/2402.05536 (2024) - [i12]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 abs/2402.05571 (2024) - [i11]María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Rocío Alaíz-Rodríguez, Víctor González-Castro:
Tool wear monitoring using an online, automatic and low cost system based on local texture. CoRR abs/2402.05977 (2024) - [i10]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 abs/2402.05978 (2024) - [i9]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 abs/2402.06921 (2024) - [i8]Ángel Delgado-Panadero, Beatriz Hernández-Lorca, María Teresa García-Ordás, José Alberto Benítez-Andrades:
Implementing local-explainability in Gradient Boosting Trees: Feature Contribution. CoRR abs/2402.09197 (2024) - [i7]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 abs/2402.09498 (2024) - [i6]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 abs/2402.09499 (2024) - [i5]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 abs/2402.10385 (2024) - [i4]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 abs/2402.12558 (2024) - [i3]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 abs/2403.03581 (2024) - [i2]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 abs/2403.12073 (2024) - [i1]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 abs/2405.08429 (2024) - 2023
- [j21]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: 16923-16933 (2023) - [j20]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): 22991-23003 (2023) - [j19]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): 23287-23300 (2023) - [j18]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): 30469-30481 (2023) - [j17]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): 286-305 (2023) - [j16]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: 119510 (2023) - [j15]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): 31759-31773 (2023) - [j14]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: e1723 (2023) - [j13]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): 873-892 (2023) - [c26]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: 235-240 - [c25]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: 31-41 - [c24]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: 3-14 - [c23]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: 545-553 - [c22]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: 165-173 - 2022
- [j12]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: 199-212 (2022) - [j11]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: e906 (2022) - [c21]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: 419-430 - 2021
- [j10]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: 102946 (2021) - [j9]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): 2313-2325 (2021) - [j8]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: 105968 (2021) - [j7]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): 13046-13068 (2021) - [c20]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: 586-590 - [c19]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: 23-32 - [c18]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: 84-93 - [c17]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: 379-390 - [c16]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: 148-158 - 2020
- [j6]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): 1214 (2020) - [j5]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): 1404 (2020) - [c15]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: 329-340 - [c14]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: 215-226 - [c13]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: 279-286 - [c12]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: 468-476 - [c11]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: 207-216 - [c10]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: 355-365 - [c9]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: 329-338
2010 – 2019
- 2019
- [j4]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: 219-229 (2019) - 2018
- [j3]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): 3901-3913 (2018) - 2017
- [c8]Nahúm Cueto-López, Rocío Alaíz-Rodríguez, María Teresa García-Ordás
, Carmen González-Donquiles, Vicente Martín
:
Assessing Feature Selection Techniques for a Colorectal Cancer Prediction Model. SOCO-CISIS-ICEUTE 2017: 471-481 - 2014
- [c7]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: 2395-2400 - 2013
- [j2]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: 31 (2013) - [c6]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: 416-423 - [c5]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: 141-150 - [c4]Oscar García-Olalla, Enrique Alegre
, María Teresa García-Ordás
, Laura Fernández-Robles
:
Evaluation of LBP Variants Using Several Metrics and kNN Classifiers. SISAP 2013: 151-162 - 2012
- [j1]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): 873-881 (2012) - [c3]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: 61-72 - [c2]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: 448-455 - 2011
- [c1]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: 540-547
Coauthor Index
aka: Enrique Alegre-Gutiérrez
aka: José Aveleira-Mata
aka: Carmen Benavides-Cuellar
aka: José Alberto Benítez-Andrades
aka: Isaías García-Rodríguez
aka: Oscar García-Olalla Olivera
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