| 2026 | HAIS | Feature Imaging via Mutual Information for CNN-Based IoT Intrusion Detection on NF-UNSW-NB15-v3. | lvaro Villar Val, Diego Granados-Lpez, ngel Arroyo, lvaro Herrero |
| 2026 | IWINAC | Trustworthy AI for Neonatal Facial Monitoring in Real NICU Environments. | Nuria Velasco, Nuo Basurto, Juan Arnaez, lvaro Herrero, Daniel Urda |
| 2025 | HAIS | IIoT-Driven Time Series Imputation for Sustainable Metalworking Fluid Monitoring. | Flix De Miguel, Nuria Velasco, Flix Movilla, Daniel Urda, Carlos Cambra, lvaro Herrero |
| 2025 | HAIS | Exploratory Visualization of IoT Attacks on the NF-CSE-CIC-IDS2018 Dataset. | lvaro Villar Val, Diego Granados-Lpez, Angel Arroyo, lvaro Herrero |
| 2025 | IWANN | Dimensionality Reduction and Outlier Analysis for the NF-ToN-IoT Cybersecurity Dataset. | ngel Arroyo, Diego Granados, Flix De Miguel, Nuria Velasco, lvaro Herrero |
| 2025 | IWANN | Enhanced Video-Based Eye Status Detection in Term Infants. | Nuria Velasco-Prez, Juan Arnaez, lvaro Herrero, Nuo Basurto, Daniel Urda |
| 2025 | IWANN | Towards Safer Hydrogen Infrastructure: Anomaly Detection in Synthetic Hydrogen Dispensing Data. | Nuria Velasco-Prez, Flix De Miguel, Carolina Gutirrez, David Garca, Luis Miguel Lozano, Daniel Urda, lvaro Herrero |
| 2024 | HAIS | Neonates Crying Detection Through Feature Extraction and Machine Learning Methods. | Luca Nez-Calvo, Nuria Velasco-Prez, Samuel Lozano-Jurez, lvaro Herrero, Juan Arnaez, Daniel Urda |
| 2023 | HAIS | Convolutional Neural Networks for Diabetic Retinopathy Grading from iPhone Fundus Images. | Samuel Lozano-Jurez, Nuria Velasco-Prez, Ian Roberts, Jernimo Bernal, Nuo Basurto, Daniel Urda, lvaro Herrero |
| 2022 | HAIS | A HAIS Approach to Predict the Energy Produced by a Solar Panel. | ngel Arroyo, Hctor Quintin, Jos Lus Calvo-Rolle, Nuo Basurto, lvaro Herrero |
| 2021 | HAIS | A Hybrid Intelligent System to Detect Anomalies in Robot Performance. | Nuo Basurto, ngel Arroyo, Carlos Cambra, lvaro Herrero |
| 2020 | AICCSA | AI-driven Visualizations for Performance Monitoring and Anomaly Detection in Robots. | Nuo Basurto, Carlos Cambra, lvaro Herrero |
| 2020 | HAIS | Clustering and Regression to Impute Missing Values of Robot Performance. | ngel Arroyo, Nuo Basurto, Carlos Cambra, lvaro Herrero |
| 2020 | IDEAL | Detecting Performance Anomalies in the Multi-component Software a Collaborative Robot. | Hctor Quintin, Esteban Jove, Jos Lus Calvo-Rolle, Nuo Basurto, Carlos Cambra, lvaro Herrero, Emilio Corchado |
| 2015 | HAIS | Neuro-Fuzzy Analysis of Atmospheric Pollution. | Angel Arroyo, Vernica Tricio, Emilio Corchado, lvaro Herrero |
| 2013 | HAIS | Hybrid Visualization for Deep Insight into Knowledge Retention in Firms. | Lourdes Cecilia Siz Brcena, Miguel ngel Manzanedo, Arturo Prez, lvaro Herrero, Emilio Corchado |
| 2011 | IDEAL | Analyzing Key Factors of Human Resources Management. | Lourdes Cecilia Siz Brcena, Arturo Prez, lvaro Herrero, Emilio Corchado |
| 2011 | ISDA | Visual analysis of nurse rostering solutions through a bio-inspired intelligent model. | Maria Beln Vaquerizo Garca, lvaro Herrero, Emilio Corchado |
| 2010 | HAIS | Incorporating Temporal Constraints in the Planning Task of a Hybrid Intelligent IDS. | lvaro Herrero, Mart Navarro, Vicente Julin, Emilio Corchado |
| 2010 | HAIS | CBRid4SQL: A CBR Intrusion Detector for SQL Injection Attacks. | Cristian Pinzn, lvaro Herrero, Juan Francisco de Paz, Emilio Corchado, Javier Bajo |
| 2010 | HIS | On the improvement of Knowledge Management status through case-based reasoning in a hybrid approach. | Emilio S. Corchado Rodrguez, Aitor Mata, lvaro Herrero, Lourdes Siz Brcena |
| 2010 | HIS | AIIDA-SQL: An Adaptive Intelligent Intrusion Detector Agent for detecting SQL Injection attacks. | Cristian Pinzn, Juan Francisco de Paz, Javier Bajo, lvaro Herrero, Emilio Corchado |
| 2010 | PAAMS | Assessing Knowledge Management in the Power Sector through a Connectionist Model. | lvaro Herrero, Lourdes Cecilia Siz Brcena, Emilio Corchado |
| 2010 | PAAMS | Unsupervised Visualization of SQL Attacks by Means of the SCMAS Architecture. | lvaro Herrero, Cristian Pinzn, Emilio Corchado, Javier Bajo |
| 2009 | HAIS | A Hybrid Solution for Advice in the Knowledge Management Field. | lvaro Herrero, Aitor Mata, Emilio Corchado, Lourdes Siz Brcena |
| 2008 | HAIS | Traffic Data Preparation for a Hybrid Network IDS. | lvaro Herrero, Emilio Corchado |
| 2008 | IDEAL | Country and Political Risk Analysis of Spanish Multinational Enterprises Using Exploratory Projection Pursuit. | Alfredo Jimnez, lvaro Herrero, Emilio Corchado |
| 2007 | IDEAL | Intrusion Detection at Packet Level by Unsupervised Architectures. | lvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino |
| 2007 | IWANN | A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems. | lvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino |
| 2007 | KES | IDS Based on Bio-inspired Models. | Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino, lvaro Herrero, Emilio Corchado, Jos Manuel Siz |
| 2006 | IDEAL | MOVICAB-IDS: Visual Analysis of Network Traffic Data Streams for Intrusion Detection. | lvaro Herrero, Emilio Corchado, Jos Manuel Siz |
| 2006 | KES | Testing CAB-IDS Through Mutations: On the Identification of Network Scans. | Emilio Corchado, lvaro Herrero, Jos Manuel Siz |
| 2005 | ICANN | Detecting Compounded Anomalous SNMP Situations Using Cooperative Unsupervised Pattern Recognition. | Emilio Corchado, lvaro Herrero, Jos Manuel Siz |
| 2005 | ICNC | An Unsupervised Cooperative Pattern Recognition Model to Identify Anomalous Massive SNMP Data Sending. | lvaro Herrero, Emilio Corchado, Jos Manuel Siz |
| 2005 | IDEAL | Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model. | lvaro Herrero, Emilio Corchado, Jos Manuel Siz |