| Random forest explainability using counterfactual sets RR Fernández, IM De Diego, V Aceña, A Fernández-Isabel, JM Moguerza Information Fusion 63, 196-207, 2020 | 90 | 2020 |
| A survey for user behavior analysis based on machine learning techniques: current models and applications A G. Martín, A Fernández-Isabel, I Martín de Diego, M Beltrán Applied Intelligence 51 (8), 6029-6055, 2021 | 72 | 2021 |
| Analysis of intelligent transportation systems using model-driven simulations A Fernández-Isabel, R Fuentes-Fernández Sensors 15 (6), 14116-14141, 2015 | 50 | 2015 |
| An approach to detect user behaviour anomalies within identity federations AG Martín, M Beltrán, A Fernández-Isabel, IM de Diego computers & security 108, 102356, 2021 | 34 | 2021 |
| Modeling multi-agent systems to simulate sensor-based Smart Roads A Fernández-Isabel, R Fuentes-Fernández, IM de Diego Simulation Modelling Practice and Theory 99, 101994, 2020 | 31 | 2020 |
| Detecting emotional evolution on twitter during the COVID-19 pandemic using text analysis J Cabezas, D Moctezuma, A Fernández-Isabel, I Martin de Diego International journal of environmental research and public health 18 (13), 6981, 2021 | 26 | 2021 |
| Combining user behavioural information at the feature level to enhance continuous authentication systems AG Martín, IM de Diego, A Fernández-Isabel, M Beltrán, RR Fernández Knowledge-Based Systems 244, 108544, 2022 | 25 | 2022 |
| A visual framework for dynamic emotional web analysis IM de Diego, A Fernández-Isabel, F Ortega, JM Moguerza Knowledge-Based Systems 145, 264-273, 2018 | 21 | 2018 |
| Suspicious news detection through semantic and sentiment measures AG Martín, A Fernández-Isabel, C González-Fernández, C Lancho, ... Engineering Applications of Artificial Intelligence 101, 104230, 2021 | 17 | 2021 |
| Combining dynamic finite state machines and text-based similarities to represent human behavior A Fernández-Isabel, P Peixoto, IM de Diego, C Conde, E Cabello Engineering Applications of Artificial Intelligence 85, 504-516, 2019 | 16 | 2019 |
| A unified knowledge compiler to provide support the scientific community A Fernández-Isabel, JC Prieto, F Ortega, IM de Diego, JM Moguerza, ... Knowledge-Based Systems 161, 157-171, 2018 | 16 | 2018 |
| Dynamic facial presentation attack detection for automated border control systems D Ortega, A Fernández-Isabel, IM de Diego, C Conde, E Cabello Computers & Security 92, 101744, 2020 | 15 | 2020 |
| Subjective data arrangement using clustering techniques for training expert systems IM de Diego, OS Siordia, A Fernández-Isabel, C Conde, E Cabello Expert Systems with Applications 115, 1-15, 2019 | 12 | 2019 |
| System for evaluating the reliability and novelty of medical scientific papers IM de Diego, C González-Fernández, A Fernández-Isabel, RR Fernández, ... Journal of Informetrics 15 (4), 101188, 2021 | 10 | 2021 |
| Relevance metric for counterfactuals selection in decision trees RR Fernández, IM de Diego, V Aceña, JM Moguerza, A Fernández-Isabel Intelligent Data Engineering and Automated Learning–IDEAL 2019: 20th …, 2019 | 10 | 2019 |
| Experts perception-based system to detect misinformation in health websites C González-Fernández, A Fernández-Isabel, IM de Diego, RR Fernández, ... Pattern Recognition Letters 152, 333-339, 2021 | 9 | 2021 |
| Fusion of GPS and accelerometer information for anomalous trajectories detection J Navarro, IM Diego, A Fernández-Isabel, F Ortega Proceedings of the 5th International Conference on e-Society, e-Learning and …, 2019 | 9 | 2019 |
| Simulation of road traffic applying model-driven engineering A Fernandez-Isabel, R Fuentes-Fernandez ADCAIJ: Advances in Distributed Computing and Artificial Intelligence …, 2015 | 9 | 2015 |
| An agent-based platform for traffic simulation A Fernández-Isabel, R Fuentes-Fernández Soft Computing Models in Industrial and Environmental Applications, 6th …, 2011 | 9 | 2011 |
| Knowledge-based framework for estimating the relevance of scientific articles A Fernández-Isabel, AA Barriuso, J Cabezas, IM de Diego, JFJV Pinheiro Expert Systems with Applications 161, 113692, 2020 | 8 | 2020 |
Isaac Martín de DiegoRey Juan Carlos University - SpainVerified email at urjc.es
