Isaac Martín de Diego

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 56

Top Venues

Publications

Lucas Murray, Tatiana Castillo, Jaime Carrasco, Andrés Weintraub, Richard Weber, Isaac Martín de Diego, José Ramón González, Jordi Garcia-Gonzalo
Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement. CoRR (2024)
Adrián Alonso Barriuso, Alberto Fernández-Isabel, Isaac Martín de Diego, Alfonso Ardoiz, J. F. J. Viseu Pinheiro
Recommendation system of scientific articles from discharge summaries. Eng. Appl. Artif. Intell. 136 (2024)
Isaac Martín de Diego, Juan Carlos Prieto, Alberto Fernández-Isabel, Javier Gomez, César Alfaro
Framework for scoring the scientific reputation of researchers. Knowl. Inf. Syst. 66 (6) (2024)
Jorge Navarro, Rubén R. Fernández, Víctor Aceña, Alberto Fernández-Isabel, Carmen Lancho, Isaac Martín de Diego
Real-time classification of cattle behavior using Wireless Sensor Networks. Internet Things 25 (2024)
Marina Cuesta, Carmen Lancho, Alberto Fernández-Isabel, Emilio L. Cano, Isaac Martín de Diego
CSViz: Class Separability Visualization for high-dimensional datasets. Appl. Intell. 54 (1) (2024)
Felipe Ortega, María Jesús Algar, Isaac Martín de Diego, Javier M. Moguerza
Unconventional application of k-means for distributed approximate similarity search. Inf. Sci. 619 (2023)
Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Support subsets estimation for support vector machines retraining. Pattern Recognit. 134 (2023)
Carmen Lancho, Isaac Martín de Diego, Marina Cuesta, Víctor Aceña, Javier M. Moguerza
Hostility measure for multi-level study of data complexity. Appl. Intell. 53 (7) (2023)
César González-Fernández, Isaac Martín de Diego, Alberto Fernández-Isabel, Juan Fernando Jiménez Viseu, Adrián A. Barriuso
Detecting Low-Credibility Medical Websites Through Semi-Supervised Learning Techniques. IEEE Access 11 (2023)
Alberto Fernández-Isabel, Javier Cabezas, Daniela Moctezuma, Isaac Martín de Diego
Improving Sentiment Classification Performance through Coaching Architectures. Cogn. Comput. 15 (3) (2023)
Carmen Lancho, Marcilio C. P. de Souto, Ana Carolina Lorena, Isaac Martín de Diego
Complexity-Driven Sampling for Bagging. IDEAL (2023)
Alejandro D. Peribáñez, Alberto Fernández-Isabel, Isaac Martín de Diego, Andrea Condado, Javier M. Moguerza
Extracting Knowledge from Incompletely Known Models. IDEAL (2023)
Jorge Navarro, Isaac Martín de Diego, Ana R. Redondo
Time series representation for information gathering via low resolution wireless sensor networks. Int. J. Sens. Networks 40 (1) (2022)
Alejandro G. Martín, Isaac Martín de Diego, Alberto Fernández-Isabel, Marta Beltrán, Rubén R. Fernández
Combining user behavioural information at the feature level to enhance continuous authentication systems. Knowl. Based Syst. 244 (2022)
Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Minimally overfitted learners: A general framework for ensemble learning. Knowl. Based Syst. 254 (2022)
Raúl Moreno, Alberto Fernández-Isabel, Isaac Martín de Diego, Javier M. Moguerza, Carmen Lancho, Marina Cuesta Santa Teresa
Automatic detection of potential customers by opinion mining and intelligent agents. FedCSIS (2022)
Jorge Navarro, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Triangle-based outlier detection. Pattern Recognit. Lett. 156 (2022)
Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Francisco Herrera
Explanation sets: A general framework for machine learning explainability. Inf. Sci. 617 (2022)
Isaac Martín de Diego, Ana R. Redondo, Rubén R. Fernández, Jorge Navarro, Javier M. Moguerza
General Performance Score for classification problems. Appl. Intell. 52 (10) (2022)
Isaac Martín de Diego, Alberto Fernández-Isabel, Ignacio San Román, Cristina Conde, Enrique Cabello
Novel context-aware methodology for risk assessment in intelligent video-surveillance systems. Int. J. Sens. Networks 40 (3) (2022)
Felipe Ortega, María Jesús Algar, Isaac Martín de Diego, Javier M. Moguerza
Unconventional application of k-means for distributed approximate similarity search. CoRR (2022)
Isaac Martín de Diego, César González-Fernández, Alberto Fernández-Isabel, Rubén R. Fernández, Javier Cabezas
System for evaluating the reliability and novelty of medical scientific papers. J. Informetrics 15 (4) (2021)
Carmen Lancho, Isaac Martín de Diego, Marina Cuesta, Víctor Aceña, Javier M. Moguerza
A Complexity Measure for Binary Classification Problems Based on Lost Points. IDEAL (2021)
Juan Carlos Prieto, Alberto Fernández-Isabel, Isaac Martín de Diego, Felipe Ortega, Javier M. Moguerza
Knowledge-Based Approach to Detect Potentially Risky Websites. IEEE Access 9 (2021)
César González-Fernández, Alberto Fernández-Isabel, Isaac Martín de Diego, Rubén R. Fernández, J. F. J. Viseu Pinheiro
Experts perception-based system to detect misinformation in health websites. Pattern Recognit. Lett. 152 (2021)
Javier Cabezas, Alberto Fernández-Isabel, Isaac Martín de Diego
Dynamic Lexical Framework to Evaluate the Evolution of Emotions in Twitter. ICSLT (2021)
Marina Cuesta, Isaac Martín de Diego, Carmen Lancho, Víctor Aceña, Javier M. Moguerza
From Classification to Visualization: A Two Way Trip. IDEAL (2021)
Alejandro G. Martín, Alberto Fernández-Isabel, Isaac Martín de Diego, Marta Beltrán
A survey for user behavior analysis based on machine learning techniques: current models and applications. Appl. Intell. 51 (8) (2021)
Alejandro G. Martín, Alberto Fernández-Isabel, César González-Fernández, Carmen Lancho, Marina Cuesta, Isaac Martín de Diego
Suspicious news detection through semantic and sentiment measures. Eng. Appl. Artif. Intell. 101 (2021)
Jorge Navarro, Isaac Martín de Diego, Paula Carballo Pérez, Felipe Ortega
Outlier detection in animal multivariate trajectories. Comput. Electron. Agric. 190 (2021)
Alejandro G. Martín, Marta Beltrán, Alberto Fernández-Isabel, Isaac Martín de Diego
An approach to detect user behaviour anomalies within identity federations. Comput. Secur. 108 (2021)
Ana R. Redondo, Jorge Navarro, Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Juan José Fernández-Muñoz
Unified Performance Measure for Binary Classification Problems. IDEAL (2) (2020)
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Alberto Fernández-Isabel, Javier M. Moguerza
Random forest explainability using counterfactual sets. Inf. Fusion 63 (2020)
César González-Fernández, Javier Cabezas, Alberto Fernández-Isabel, Isaac Martín de Diego
Combining Multi-Agent Systems and Subjective Logic to Develop Decision Support Systems. IPMU (1) (2020)
Alberto Fernández-Isabel, Adrián A. Barriuso, Javier Cabezas, Isaac Martín de Diego, J. F. J. Viseu Pinheiro
Knowledge-based framework for estimating the relevance of scientific articles. Expert Syst. Appl. 161 (2020)
Jorge Navarro, Isaac Martín de Diego, Karen Príncipe-Aguirre, María Jesús Algar
New Commercial Representation for Cattle Information Gathering. ICPRAM (2020)
Javier Cabezas, Alberto Fernández-Isabel, Rubén R. Fernández, César González-Fernández, Adrián Alonso, Isaac Martín de Diego
Bio-Inspired Agent-Based Architecture for Fraud Detection. IMMS (2020)
David Ortega del Campo, Alberto Fernández-Isabel, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Dynamic facial presentation attack detection for automated border control systems. Comput. Secur. 92 (2020)
Alberto Fernández-Isabel, Rubén Fuentes-Fernández, Isaac Martín de Diego
Modeling multi-agent systems to simulate sensor-based Smart Roads. Simul. Model. Pract. Theory 99 (2020)
Isaac Martín de Diego, Oscar S. Siordia, Alberto Fernández-Isabel, Cristina Conde, Enrique Cabello
Subjective data arrangement using clustering techniques for training expert systems. Expert Syst. Appl. 115 (2019)
Isaac Martín de Diego, Ignacio San Román, Javier Cano-Montero, Cristina Conde, Enrique Cabello
Scalable and flexible wireless distributed architecture for intelligent video surveillance systems. Multim. Tools Appl. 78 (13) (2019)
Jorge Navarro, Isaac Martín de Diego, Alberto Fernández-Isabel, Felipe Ortega
Fusion of GPS and Accelerometer Information for Anomalous Trajectories Detection. ICSLT (2019)
María Jesús Algar, Isaac Martín de Diego, Alberto Fernández-Isabel, Miguel Ángel Monjas, Felipe Ortega, Javier M. Moguerza, Hektor Jacynycz
A Quality of Experience Management Framework for Mobile Users. Wirel. Commun. Mob. Comput. 2019 (2019)
Paula Carballo Pérez, Felipe Ortega, Jorge Navarro-García, Isaac Martín de Diego
Combining Machine Learning and Symbolic Representation of Time Series for Classification of Behavioural Patterns. ICSLT (2019)
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Javier M. Moguerza, Alberto Fernández-Isabel
Relevance Metric for Counterfactuals Selection in Decision Trees. IDEAL (1) (2019)
Alberto Fernández-Isabel, Paulo Peixoto, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Combining dynamic finite state machines and text-based similarities to represent human behavior. Eng. Appl. Artif. Intell. 85 (2019)
Ignacio San Román, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Outlier trajectory detection through a context-aware distance. Pattern Anal. Appl. 22 (3) (2019)
Víctor Aceña, Javier M. Moguerza, Isaac Martín de Diego, Rubén R. Fernández
Weighted Nearest Centroid Neighbourhood. IDEAL (1) (2019)
Alberto Fernández-Isabel, Juan Carlos Prieto, Felipe Ortega, Isaac Martín de Diego, Javier M. Moguerza, José Mena, Sara Galindo, Liana Napalkova
A unified knowledge compiler to provide support the scientific community. Knowl. Based Syst. 161 (2018)
Isaac Martín de Diego, Alberto Fernández-Isabel, Felipe Ortega, Javier M. Moguerza
A visual framework for dynamic emotional web analysis. Knowl. Based Syst. 145 (2018)
David Ortega del Campo, Cristina Conde, Ángel Serrano, Isaac Martín de Diego, Enrique Cabello
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. SECRYPT (2017)
Isaac Martín de Diego, Ignacio San Román, Cristina Conde, Enrique Cabello
WYA2: Optimal Individual Features Extraction for VideoSurveillance Re-identification. SIGMAP (2017)
Ignacio San Román, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Context-Aware Distance for Anomalous Human Trajectories Detection. IbPRIA (2017)
Aristeidis Tsitiridis, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Face Presentation Attack Detection using Biologically-inspired Features. VISIGRAPP (4: VISAPP) (2017)
Tatiana Baidyk, Ernst M. Kussul, Z. Cruz Monterrosas, A. J. Ibarra Gallardo, K. L. Roldán Serrato, Cristina Conde, Ángel Serrano, Isaac Martín de Diego, Enrique Cabello
Face recognition using a permutation coding neural classifier. Neural Comput. Appl. 27 (4) (2016)
Jose Sanchez del Rio Saez, Daniela Moctezuma, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Automated border control e-gates and facial recognition systems. Comput. Secur. 62 (2016)
Aristeidis Tsitiridis, Cristina Conde, Isaac Martín de Diego, Jose Sanchez del Rio Saez, Jorge Raul Gomez, Enrique Cabello
Gabor feature processing in spiking neural networks from retina-inspired data. IJCNN (2015)
Daniela Moctezuma, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Soft-biometrics evaluation for people re-identification in uncontrolled multi-camera environments. EURASIP J. Image Video Process. 2015 (2015)
Jose Sanchez del Rio Saez, Cristina Conde, Aristeidis Tsitiridis, Jorge Raul Gomez, Isaac Martín de Diego, Enrique Cabello
Face-based recognition systems in the ABC e-gates. SysCon (2015)
Oscar Sánchez Siordia, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Subjective Traffic Safety Experts' Knowledge for Driving-Risk Definition. IEEE Trans. Intell. Transp. Syst. 15 (4) (2014)
Andrés Gerardo Fuentes Covarrubias, Ricardo Fuentes Covarrubias, Enrique Cabello, Cristina Conde, Isaac Martín de Diego
Videosensor for the Detection of Unsafe Driving Behavior in the Proximity of Black Spots. Sensors 14 (11) (2014)
Daniela Moctezuma, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Person Identification Based on Visual Analysis of Soft-Biometric Features in Surveillance Environments. IbPRIA (2013)
Luis Campo-Giralte, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
InCC: Evading Interception and Inspection by Mimicking Traffic in Network Flows. ICETE (Selected Papers) (2013)
Cristina Conde, Daniela Moctezuma, Isaac Martín de Diego, Enrique Cabello
HoGG: Gabor and HoG-based human detection for surveillance in non-controlled environments. Neurocomputing 100 (2013)
Luis Campo-Giralte, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
InCC: Hiding Information by Mimicking Traffic In Network Flows. SECRYPT (2013)
Ernst M. Kussul, Tatiana Baidyk, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Face recognition improvement with distortions of images in training set. IJCNN (2013)
Luis Campo-Giralte, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Detecting denial of service by modelling web-server behaviour. Comput. Electr. Eng. 39 (7) (2013)
Daniela Moctezuma, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Incremental Learning with Soft-Biometric Features for People Re-Identification in Multi-Camera Environments. DICTA (2013)
Antonio Rios, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Detection system from the driver's hands based on Address Event Representation (AER). CompIMAGE (2012)
Isaac Martín de Diego, Oscar Sánchez Siordia, Cristina Conde, Enrique Cabello
Optimal experts' knowledge selection for intelligent driving risk detection systems. Intelligent Vehicles Symposium (2012)
Ricardo Fuentes Covarrubias, Andrés Gerardo Fuentes Covarrubias, Cristina Conde Vilda, Isaac Martín de Diego, Enrique Cabello
Development of Computer Algorithms to Control a Weelchair through the Movement of the Head by Artificial Vision. SIGMAP (2012)
Oscar S. Siordia, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Wireless In-Vehicle Compliant Black Box: For Accident Analysis. IEEE Veh. Technol. Mag. 7 (3) (2012)
Oscar Sánchez Siordia, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Accident reproduction system for the identification of human factors involved on traffic accidents. Intelligent Vehicles Symposium (2012)
Enrique Cabello, Cristina Conde, Isaac Martín de Diego, Javier M. Moguerza, Andrés Redchuk
Combination and Selection of Traffic Safety Expert Judgments for the Prevention of Driving Risks. Sensors 12 (11) (2012)
Ricardo Fuentes Covarrubias, Andrés Gerardo Fuentes Covarrubias, Cristina Conde Vilda, Isaac Martín de Diego, Enrique Cabello
Controlling a Wheelchair Through Head Movement Through Artificial Vision and Using Speech Recognition. ICETE (Selected Papers) (2012)
Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Face Recognition in Uncontrolled Environments, Experiments in an Airport. ICETE (Selected Papers) (2011)
Oscar Sánchez Siordia, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Section-Wise Similarities for Clustering and Outlier Detection of Subjective Sequential Data. SIMBAD (2011)
Oscar S. Siordia, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Combining traffic safety knowledge for driving risk detection. ITSC (2011)
Isaac Martín de Diego, Raúl Crespo, Oscar Sánchez Siordia, Cristina Conde, Enrique Cabello
Automatic driving risk detection based on hands activity. ITSC (2011)
Oscar Sánchez Siordia, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Wireless In-vehicle Complaint Driver Environment Recorder. SIGMAP (2011)
Isaac Martín de Diego, Oscar Sánchez Siordia, Cristina Conde, Enrique Cabello
Section-Wise Similarities for Classification of Subjective-Data on Time Series. CIARP (2011)
Ángel Serrano, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Analysis of variance of Gabor filter banks parameters for optimal face recognition. Pattern Recognit. Lett. 32 (15) (2011)
Daniela Moctezuma, Cristina Conde, Isaac Martín de Diego, Enrique Cabello
Person detection in surveillance environment with HoGG: Gabor filters and Histogram of Oriented Gradient. ICCV Workshops (2011)
Cristina Conde, Eduardo Orbe, Isaac Martín de Diego, Enrique Cabello
Event based visual codification in automotive environments. ITSC (2011)
Isaac Martín de Diego, Alberto Muñoz, Javier M. Moguerza
Methods for the combination of kernel matrices within a support vector framework. Mach. Learn. 78 (1-2) (2010)
Oscar Sánchez Siordia, Isaac Martín de Diego, Cristina Conde, Gerardo Reyes, Enrique Cabello
Driving risk classification based on experts evaluation. Intelligent Vehicles Symposium (2010)
Ángel Serrano, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Recent advances in face biometrics with Gabor wavelets: A review. Pattern Recognit. Lett. 31 (5) (2010)
Raúl Crespo, Isaac Martín de Diego, Cristina Conde, Enrique Cabello
Detection and Tracking of Driver's Hands in Real Time. CIARP (2010)
Isaac Martín de Diego, Ángel Serrano, Cristina Conde, Enrique Cabello
Face verification with a kernel fusion method. Pattern Recognit. Lett. 31 (9) (2010)
Isaac Martín de Diego, Cristina Conde, Ángel Serrano, Enrique Cabello
Combination of kernels applied to face verification. ICIP (2009)
Ángel Serrano, Isaac Martín de Diego, Cristina Conde, Enrique Cabello, LinLin Shen, Li Bai
Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification System. IDEAL (2007)
Ángel Serrano, Cristina Conde, Isaac Martín de Diego, Enrique Cabello, Li Bai, LinLin Shen
Parallel gabor PCA with fusion of SVM scores for face verification. VISAPP (2) (2007)
Ángel Serrano, Isaac Martín de Diego, Cristina Conde, Enrique Cabello, Li Bai, LinLin Shen
Fusion of Support Vector Classifiers for Parallel Gabor Methods Applied to Face Verification. MCS (2007)
Isaac Martín de Diego, Alberto Muñoz
Kernel Procrustes. ICPR (4) (2006)
Alberto Muñoz, Javier González, Isaac Martín de Diego
Local Linear Approximation for Kernel Methods: The Railway Kernel. CIARP (2006)
Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
On the Fusion of Polynomial Kernels for Support Vector Classifiers. IDEAL (2006)
Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
Fusion of Gaussian Kernels Within Support Vector Classification. CIARP (2006)
Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
Alternatives to Parameter Selection for Kernel Methods. ICANN (1) (2006)
Alberto Muñoz, Isaac Martín de Diego
From Indefinite to Positive Semi-Definite Matrices. SSPR/SPR (2006)
Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
Combining Kernel Information for Support Vector Classification. Multiple Classifier Systems (2004)

Isaac Martín de Diego.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Isaac Martín de Diego