Support Vector Machine Classifiers for Asymmetric Proximities. - Alberto Muñoz; Isaac Martín de Diego; Javier M. Moguerza (ICANN, 2003)

Combining Kernel Information for Support Vector Classification. - Isaac Martín de Diego; Javier M. Moguerza; Alberto Muñoz (Multiple Classifier Systems, 2004)

Improving Support Vector Classification via the Combination of Multiple Sources of Information. - Javier M. Moguerza; Alberto Muñoz; Isaac Martín de Diego (SSPR/SPR, 2004)

Fusion of Gaussian Kernels Within Support Vector Classification. - Javier M. Moguerza; Alberto Muñoz; Isaac Martín de Diego (CIARP, 2006)

Local Linear Approximation for Kernel Methods: The Railway Kernel. - Alberto Muñoz; Javier González 002; Isaac Martín de Diego (CIARP, 2006)

Alternatives to Parameter Selection for Kernel Methods. - Alberto Muñoz; Isaac Martín de Diego; Javier M. Moguerza (ICANN (1), 2006)

Kernel Procrustes. - Isaac Martín de Diego; Alberto Muñoz (ICPR (4), 2006)

On the Fusion of Polynomial Kernels for Support Vector Classifiers. - Isaac Martín de Diego; Javier M. Moguerza; Alberto Muñoz (IDEAL, 2006)

From Indefinite to Positive Semi-Definite Matrices. - Alberto Muñoz; Isaac Martín de Diego (SSPR/SPR, 2006)

Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification System. - Ángel Serrano 002; Isaac Martín de Diego; Cristina Conde; Enrique Cabello; LinLin Shen; Li Bai 001 (IDEAL, 2007)

Fusion of Support Vector Classifiers for Parallel Gabor Methods Applied to Face Verification. - Ángel Serrano 002; Isaac Martín de Diego; Cristina Conde; Enrique Cabello; Li Bai 001; LinLin Shen (MCS, 2007)

Parallel gabor PCA with fusion of SVM scores for face verification. - Ángel Serrano 002; Cristina Conde; Isaac Martín de Diego; Enrique Cabello; Li Bai 001; LinLin Shen (VISAPP (2), 2007)

Combination of kernels applied to face verification. - Isaac Martín de Diego; Cristina Conde; Ángel Serrano 002; Enrique Cabello (ICIP, 2009)

Detection and Tracking of Driver's Hands in Real Time. - Raúl Crespo; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (CIARP, 2010)

Driving risk classification based on experts evaluation. - Oscar Sánchez Siordia; Isaac Martín de Diego; Cristina Conde; Gerardo Reyes; Enrique Cabello (Intelligent Vehicles Symposium, 2010)

Methods for the combination of kernel matrices within a support vector framework. - Isaac Martín de Diego; Alberto Muñoz; Javier M. Moguerza (Mach. Learn., 2010)

Face verification with a kernel fusion method. - Isaac Martín de Diego; Ángel Serrano 002; Cristina Conde; Enrique Cabello (Pattern Recognit. Lett., 2010)

Recent advances in face biometrics with Gabor wavelets: A review. - Ángel Serrano 002; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (Pattern Recognit. Lett., 2010)

Section-Wise Similarities for Classification of Subjective-Data on Time Series. - Isaac Martín de Diego; Oscar Sánchez Siordia; Cristina Conde; Enrique Cabello (CIARP, 2011)

Person detection in surveillance environment with HoGG: Gabor filters and Histogram of Oriented Gradient. - Daniela Moctezuma 001; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (ICCV Workshops, 2011)

Face Recognition in Uncontrolled Environments, Experiments in an Airport. - Cristina Conde; Isaac Martín de Diego; Enrique Cabello (ICETE (Selected Papers), 2011)

Event based visual codification in automotive environments. - Cristina Conde; Eduardo Orbe; Isaac Martín de Diego; Enrique Cabello (ITSC, 2011)

Automatic driving risk detection based on hands activity. - Isaac Martín de Diego; Raúl Crespo; Oscar Sánchez Siordia; Cristina Conde; Enrique Cabello (ITSC, 2011)

Combining traffic safety knowledge for driving risk detection. - Oscar S. Siordia; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (ITSC, 2011)

Wireless In-vehicle Complaint Driver Environment Recorder. - Oscar Sánchez Siordia; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (SIGMAP, 2011)

Section-Wise Similarities for Clustering and Outlier Detection of Subjective Sequential Data. - Oscar Sánchez Siordia; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (SIMBAD, 2011)

Analysis of variance of Gabor filter banks parameters for optimal face recognition. - Ángel Serrano 002; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (Pattern Recognit. Lett., 2011)

Detection system from the driver's hands based on Address Event Representation (AER). - Antonio Rios; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (CompIMAGE, 2012)

Controlling a Wheelchair Through Head Movement Through Artificial Vision and Using Speech Recognition. - Ricardo Fuentes Covarrubias; Andrés Gerardo Fuentes Covarrubias; Cristina Conde Vilda; Isaac Martín de Diego; Enrique Cabello (ICETE (Selected Papers), 2012)

Optimal experts' knowledge selection for intelligent driving risk detection systems. - Isaac Martín de Diego; Oscar Sánchez Siordia; Cristina Conde; Enrique Cabello (Intelligent Vehicles Symposium, 2012)

Accident reproduction system for the identification of human factors involved on traffic accidents. - Oscar Sánchez Siordia; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (Intelligent Vehicles Symposium, 2012)

Development of Computer Algorithms to Control a Weelchair through the Movement of the Head by Artificial Vision. - Ricardo Fuentes Covarrubias; Andrés Gerardo Fuentes Covarrubias; Cristina Conde Vilda; Isaac Martín de Diego; Enrique Cabello (SIGMAP, 2012)

Combination and Selection of Traffic Safety Expert Judgments for the Prevention of Driving Risks. - Enrique Cabello; Cristina Conde; Isaac Martín de Diego; Javier M. Moguerza; Andrés Redchuk (Sensors, 2012)

Wireless In-Vehicle Compliant Black Box: For Accident Analysis. - Oscar S. Siordia; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (IEEE Veh. Technol. Mag., 2012)

Incremental Learning with Soft-Biometric Features for People Re-Identification in Multi-Camera Environments. - Daniela Moctezuma 001; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (DICTA, 2013)

Person Identification Based on Visual Analysis of Soft-Biometric Features in Surveillance Environments. - Daniela Moctezuma 001; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (IbPRIA, 2013)

InCC: Evading Interception and Inspection by Mimicking Traffic in Network Flows. - Luis Campo-Giralte; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (ICETE (Selected Papers), 2013)

Face recognition improvement with distortions of images in training set. - Ernst M. Kussul; Tatiana Baidyk; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (IJCNN, 2013)

InCC: Hiding Information by Mimicking Traffic In Network Flows. - Luis Campo-Giralte; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (SECRYPT, 2013)

Detecting denial of service by modelling web-server behaviour. - Luis Campo-Giralte; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (Comput. Electr. Eng., 2013)

HoGG: Gabor and HoG-based human detection for surveillance in non-controlled environments. - Cristina Conde; Daniela Moctezuma 001; Isaac Martín de Diego; Enrique Cabello (Neurocomputing, 2013)

Videosensor for the Detection of Unsafe Driving Behavior in the Proximity of Black Spots. - Andrés Gerardo Fuentes Covarrubias; Ricardo Fuentes Covarrubias; Enrique Cabello; Cristina Conde; Isaac Martín de Diego (Sensors, 2014)

Subjective Traffic Safety Experts' Knowledge for Driving-Risk Definition. - Oscar Sánchez Siordia; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (IEEE Trans. Intell. Transp. Syst., 2014)

Gabor feature processing in spiking neural networks from retina-inspired data. - Aristeidis Tsitiridis; Cristina Conde; Isaac Martín de Diego; Jose Sanchez del Rio Saez; Jorge Raul Gomez; Enrique Cabello (IJCNN, 2015)

Face-based recognition systems in the ABC e-gates. - Jose Sanchez del Rio Saez; Cristina Conde; Aristeidis Tsitiridis; Jorge Raul Gomez; Isaac Martín de Diego; Enrique Cabello (SysCon, 2015)

Soft-biometrics evaluation for people re-identification in uncontrolled multi-camera environments. - Daniela Moctezuma 001; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (EURASIP J. Image Video Process., 2015)

Automated border control e-gates and facial recognition systems. - Jose Sanchez del Rio Saez; Daniela Moctezuma 001; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (Comput. Secur., 2016)

Face recognition using a permutation coding neural classifier. - Tatiana Baidyk; Ernst M. Kussul; Z. Cruz Monterrosas; A. J. Ibarra Gallardo; Lucero Roldán Serrato; Cristina Conde; Ángel Serrano 002; Isaac Martín de Diego; Enrique Cabello (Neural Comput. Appl., 2016)

Context-Aware Distance for Anomalous Human Trajectories Detection. - Ignacio San Román; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (IbPRIA, 2017)

Face Recognition-based Presentation Attack Detection in a Two-step Segregated Automated Border Control e-Gate - Results of a Pilot Experience at Adolfo Suárez Madrid-Barajas Airport. - David Ortega del Campo; Cristina Conde; Ángel Serrano 002; Isaac Martín de Diego; Enrique Cabello (SECRYPT, 2017)

WYA2: Optimal Individual Features Extraction for VideoSurveillance Re-identification. - Isaac Martín de Diego; Ignacio San Román; Cristina Conde; Enrique Cabello (SIGMAP, 2017)

Face Presentation Attack Detection using Biologically-inspired Features. - Aristeidis Tsitiridis; Cristina Conde; Isaac Martín de Diego; Enrique Cabello (VISIGRAPP (4: VISAPP), 2017)

A visual framework for dynamic emotional web analysis. - Isaac Martín de Diego; Alberto Fernández-Isabel; Felipe Ortega; Javier M. Moguerza (Knowl. Based Syst., 2018)

A unified knowledge compiler to provide support the scientific community. - Alberto Fernández-Isabel; Juan Carlos Prieto 002; Felipe Ortega; Isaac Martín de Diego; Javier M. Moguerza; José Mena; Sara Galindo; Liana Napalkova (Knowl. Based Syst., 2018)

Fusion of GPS and Accelerometer Information for Anomalous Trajectories Detection. - Jorge Navarro 006; Isaac Martín de Diego; Alberto Fernández-Isabel; Felipe Ortega (ICSLT, 2019)

Combining Machine Learning and Symbolic Representation of Time Series for Classification of Behavioural Patterns. - Paula Carballo Pérez; Felipe Ortega; Jorge Navarro-García; Isaac Martín de Diego (ICSLT, 2019)

Weighted Nearest Centroid Neighbourhood. - Víctor Aceña; Javier M. Moguerza; Isaac Martín de Diego; Rubén R. Fernández (IDEAL (1), 2019)

Relevance Metric for Counterfactuals Selection in Decision Trees. - Rubén R. Fernández; Isaac Martín de Diego; Víctor Aceña; Javier M. Moguerza; Alberto Fernández-Isabel (IDEAL (1), 2019)

Combining dynamic finite state machines and text-based similarities to represent human behavior. - Alberto Fernández-Isabel; Paulo Peixoto; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (Eng. Appl. Artif. Intell., 2019)

Subjective data arrangement using clustering techniques for training expert systems. - Isaac Martín de Diego; Oscar S. Siordia; Alberto Fernández-Isabel; Cristina Conde; Enrique Cabello (Expert Syst. Appl., 2019)

Scalable and flexible wireless distributed architecture for intelligent video surveillance systems. - Isaac Martín de Diego; Ignacio San Román; Javier Cano-Montero; Cristina Conde; Enrique Cabello (Multim. Tools Appl., 2019)

Outlier trajectory detection through a context-aware distance. - Ignacio San Román; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (Pattern Anal. Appl., 2019)

A Quality of Experience Management Framework for Mobile Users. - María Jesús Algar; Isaac Martín de Diego; Alberto Fernández-Isabel; Miguel Ángel Monjas; Felipe Ortega; Javier M. Moguerza; Hektor Jacynycz (Wirel. Commun. Mob. Comput., 2019)

New Commercial Representation for Cattle Information Gathering. - Jorge Navarro 006; Isaac Martín de Diego; Karen Príncipe-Aguirre; María Jesús Algar (ICPRAM, 2020)

Unified Performance Measure for Binary Classification Problems. - Ana R. Redondo; Jorge Navarro 006; Rubén R. Fernández; Isaac Martín de Diego; Javier M. Moguerza; Juan José Fernández-Muñoz (IDEAL (2), 2020)

Bio-Inspired Agent-Based Architecture for Fraud Detection. - Javier Cabezas; Alberto Fernández-Isabel; Rubén R. Fernández; César González-Fernández; Adrián Alonso; Isaac Martín de Diego (IMMS, 2020)

Combining Multi-Agent Systems and Subjective Logic to Develop Decision Support Systems. - César González-Fernández; Javier Cabezas; Alberto Fernández-Isabel; Isaac Martín de Diego (IPMU (1), 2020)

Dynamic facial presentation attack detection for automated border control systems. - David Ortega del Campo; Alberto Fernández-Isabel; Isaac Martín de Diego; Cristina Conde; Enrique Cabello (Comput. Secur., 2020)

Knowledge-based framework for estimating the relevance of scientific articles. - Alberto Fernández-Isabel; Adrián A. Barriuso; Javier Cabezas; Isaac Martín de Diego; J. F. J. Viseu Pinheiro (Expert Syst. Appl., 2020)

Random forest explainability using counterfactual sets. - Rubén R. Fernández; Isaac Martín de Diego; Víctor Aceña; Alberto Fernández-Isabel; Javier M. Moguerza (Inf. Fusion, 2020)

Modeling multi-agent systems to simulate sensor-based Smart Roads. - Alberto Fernández-Isabel; Rubén Fuentes-Fernández; Isaac Martín de Diego (Simul. Model. Pract. Theory, 2020)

Dynamic Lexical Framework to Evaluate the Evolution of Emotions in Twitter. - Javier Cabezas; Alberto Fernández-Isabel; Isaac Martín de Diego (ICSLT, 2021)

From Classification to Visualization: A Two Way Trip. - Marina Cuesta; Isaac Martín de Diego; Carmen Lancho; Víctor Aceña; Javier M. Moguerza (IDEAL, 2021)

A Complexity Measure for Binary Classification Problems Based on Lost Points. - Carmen Lancho; Isaac Martín de Diego; Marina Cuesta; Víctor Aceña; Javier M. Moguerza (IDEAL, 2021)

Knowledge-Based Approach to Detect Potentially Risky Websites. - Juan Carlos Prieto 002; Alberto Fernández-Isabel; Isaac Martín de Diego; Felipe Ortega; Javier M. Moguerza (IEEE Access, 2021)

A survey for user behavior analysis based on machine learning techniques: current models and applications. - Alejandro G. Martín; Alberto Fernández-Isabel; Isaac Martín de Diego; Marta Beltrán (Appl. Intell., 2021)

Outlier detection in animal multivariate trajectories. - Jorge Navarro 006; Isaac Martín de Diego; Paula Carballo Pérez; Felipe Ortega (Comput. Electron. Agric., 2021)

An approach to detect user behaviour anomalies within identity federations. - Alejandro G. Martín; Marta Beltrán; Alberto Fernández-Isabel; Isaac Martín de Diego (Comput. Secur., 2021)

Suspicious news detection through semantic and sentiment measures. - Alejandro G. Martín; Alberto Fernández-Isabel; César González-Fernández; Carmen Lancho; Marina Cuesta; Isaac Martín de Diego (Eng. Appl. Artif. Intell., 2021)

System for evaluating the reliability and novelty of medical scientific papers. - Isaac Martín de Diego; César González-Fernández; Alberto Fernández-Isabel; Rubén R. Fernández; Javier Cabezas (J. Informetrics, 2021)

Experts perception-based system to detect misinformation in health websites. - César González-Fernández; Alberto Fernández-Isabel; Isaac Martín de Diego; Rubén R. Fernández; J. F. J. Viseu Pinheiro (Pattern Recognit. Lett., 2021)

Automatic detection of potential customers by opinion mining and intelligent agents. - Raúl Moreno; Alberto Fernández-Isabel; Isaac Martín de Diego; Javier M. Moguerza; Carmen Lancho; Marina Cuesta (FedCSIS, 2022)

General Performance Score for classification problems. - Isaac Martín de Diego; Ana R. Redondo; Rubén R. Fernández; Jorge Navarro 006; Javier M. Moguerza (Appl. Intell., 2022)

Novel context-aware methodology for risk assessment in intelligent video-surveillance systems. - Isaac Martín de Diego; Alberto Fernández-Isabel; Ignacio San Román; Cristina Conde; Enrique Cabello (Int. J. Sens. Networks, 2022)

Time series representation for information gathering via low resolution wireless sensor networks. - Jorge Navarro 006; Isaac Martín de Diego; Ana R. Redondo (Int. J. Sens. Networks, 2022)

Explanation sets: A general framework for machine learning explainability. - Rubén R. Fernández; Isaac Martín de Diego; Javier M. Moguerza; Francisco Herrera (Inf. Sci., 2022)

Minimally overfitted learners: A general framework for ensemble learning. - Víctor Aceña; Isaac Martín de Diego; Rubén R. Fernández; Javier M. Moguerza (Knowl. Based Syst., 2022)

Combining user behavioural information at the feature level to enhance continuous authentication systems. - Alejandro G. Martín; Isaac Martín de Diego; Alberto Fernández-Isabel; Marta Beltrán; Rubén R. Fernández (Knowl. Based Syst., 2022)

Triangle-based outlier detection. - Jorge Navarro 006; Isaac Martín de Diego; Rubén R. Fernández; Javier M. Moguerza (Pattern Recognit. Lett., 2022)

Complexity-Driven Sampling for Bagging. - Carmen Lancho; Marcilio C. P. de Souto; Ana Carolina Lorena; Isaac Martín de Diego (IDEAL, 2023)

Extracting Knowledge from Incompletely Known Models. - Alejandro D. Peribáñez; Alberto Fernández-Isabel; Isaac Martín de Diego; Andrea Condado; Javier M. Moguerza (IDEAL, 2023)

Detecting Low-Credibility Medical Websites Through Semi-Supervised Learning Techniques. - César González-Fernández; Isaac Martín de Diego; Alberto Fernández-Isabel; Juan Fernando Jiménez Viseu; Adrián A. Barriuso (IEEE Access, 2023)

Improving Sentiment Classification Performance through Coaching Architectures. - Alberto Fernández-Isabel; Javier Cabezas; Daniela Moctezuma 001; Isaac Martín de Diego (Cogn. Comput., 2023)

Unconventional application of k-means for distributed approximate similarity search. - Felipe Ortega; María Jesús Algar; Isaac Martín de Diego; Javier M. Moguerza (Inf. Sci., 2023)

Support subsets estimation for support vector machines retraining. - Víctor Aceña; Isaac Martín de Diego; Rubén R. Fernández; Javier M. Moguerza (Pattern Recognit., 2023)

Hostility measure for multi-level study of data complexity. - Carmen Lancho; Isaac Martín de Diego; Marina Cuesta; Víctor Aceña; Javier M. Moguerza (Appl. Intell., 2023)

Padel Two-Dimensional Tracking Extraction from Monocular Video Recordings. - Álvaro Novillo; Víctor Aceña; Carmen Lancho; Marina Cuesta; Isaac Martín de Diego (IDEAL (1), 2024)

Counterfactual Explanations for Sustainable Tourism Indicators. - Javier Saugar; Carmen Lancho; Marina Cuesta; Emilio L. Cano; Isaac Martín de Diego; Antonio Amado (IDEAL (1), 2024)

Tourist services management through clients scoring using a bio-inspired agent architecture. - Raúl Moreno; Alberto Fernández-Isabel; Víctor Aceña; Isaac Martín de Diego; Javier M. Moguerza (Comput. Sci. Inf. Syst., 2024)

Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement. - Lucas Murray; Tatiana Castillo; Jaime Carrasco; Andrés Weintraub; Richard Weber; Isaac Martín de Diego; José Ramón González; Jordi Garcia-Gonzalo (CoRR, 2024)

The Role of XAI in Transforming Aeronautics and Aerospace Systems. - Francisco Javier Cantero Zorita; Mikel Galafate; Javier M. Moguerza; Isaac Martín de Diego; M. Teresa Gonzalez; Gema Gutierrez Peña (CoRR, 2024)

Recommendation system of scientific articles from discharge summaries. - Adrián Alonso Barriuso; Alberto Fernández-Isabel; Isaac Martín de Diego; Alfonso Ardoiz; J. F. J. Viseu Pinheiro (Eng. Appl. Artif. Intell., 2024)

CSViz: Class Separability Visualization for high-dimensional datasets. - Marina Cuesta; Carmen Lancho; Alberto Fernández-Isabel; Emilio L. Cano; Isaac Martín de Diego (Appl. Intell., 2024)

Real-time classification of cattle behavior using Wireless Sensor Networks. - Jorge Navarro 006; Rubén R. Fernández; Víctor Aceña; Alberto Fernández-Isabel; Carmen Lancho; Isaac Martín de Diego (Internet Things, 2024)

Framework for scoring the scientific reputation of researchers. - Isaac Martín de Diego; Juan Carlos Prieto 002; Alberto Fernández-Isabel; Javier Gomez 003; César Alfaro (Knowl. Inf. Syst., 2024)

Deep reinforcement learning for optimal firebreak placement in forest fire prevention. - Lucas Murray; Tatiana Castillo; Isaac Martín de Diego; Richard Weber; José Ramón González-Olabarria; Jordi Garcia-Gonzalo; Andrés Weintraub; Jaime Carrasco-Barra (Appl. Soft Comput., 2025)

Selecting sampling ratios in imbalanced datasets through class complexity. - Carmen Lancho; Marina Cuesta; Isaac Martín de Diego; Víctor Aceña; Javier M. Moguerza (Pattern Anal. Appl., 2025)