| 2020 | DCAI | Data Augmentation Using Gaussian Mixture Model on CSV Files. | Ashish Arora, Niloufar Shoeibi, Vishwani Sati, Alfonso Gonzlez-Briones, Pablo Chamoso, Emilio Corchado |
| 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 |
| 2019 | HAIS | Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification. | Jos A. Sez, Pablo J. Villacorta, Emilio Corchado |
| 2018 | HAIS | Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies Classification. | Jos A. Sez, Hctor Quintin, Bartosz Krawczyk, Michal Wozniak, Emilio Corchado |
| 2016 | HAIS | Student Performance Prediction Applying Missing Data Imputation in Electrical Engineering Studies Degree. | Concepcin Crespo-Turrado, Jos Lus Casteleiro-Roca, Fernando Snchez Lasheras, Jos Antonio Lpez-Vzquez, Francisco Javier de Cos Juez, Jos Lus Calvo-Rolle, Emilio Corchado |
| 2016 | HAIS | Hybrid Intelligent Model for Fault Detection of a Lithium Iron Phosphate Power Cell Used in Electric Vehicles. | Hctor Quintin, Jos Lus Casteleiro-Roca, Francisco Javier Perez Castelo, Jos Lus Calvo-Rolle, Emilio Corchado |
| 2015 | HAIS | Neuro-Fuzzy Analysis of Atmospheric Pollution. | Angel Arroyo, Vernica Tricio, Emilio Corchado, lvaro Herrero |
| 2014 | HAIS | Hybrid Intelligent Model to Predict the SOC of a LFP Power Cell Type. | Luis Alfonso Fernndez-Serantes, Ral Estrada Vzquez, Jos Lus Casteleiro-Roca, Jos Lus Calvo-Rolle, Emilio Corchado |
| 2014 | IDEAL | Modeling of Bicomponent Mixing System Used in the Manufacture of Wind Generator Blades. | Esteban Jove, Hctor Alaiz-Moretn, Jos Lus Casteleiro-Roca, Emilio Corchado, Jos Lus Calvo-Rolle |
| 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 |
| 2013 | HAIS | Study of the Pre-processing Impact in a Facial Recognition System. | Guillermo Calvo, Bruno Baruque, Emilio Corchado |
| 2012 | HAIS | A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control. | Jos Lus Calvo-Rolle, Emilio Corchado, Hctor Quintin-Pardo, Ramn Ferreiro Garca, Jess ngel Romn, Pedro Antonio Hernandez |
| 2012 | HAIS | Combining Metaheuristic Algorithms to Solve a Scheduling Problem. | Maria Beln Vaquerizo Garca, Bruno Baruque, Emilio Corchado |
| 2012 | ICANN | Neural PCA and Maximum Likelihood Hebbian Learning on the GPU. | Pavel Krmer, Emilio Corchado, Vclav Snsel, Jan Platos, Laura Garca-Hernandez |
| 2012 | IDEAL | Merge Method for Shape-Based Clustering in Time Series Microarray Analysis. | Irene Barbero, Camelia Chira, Javier Sedano, Carlos Prieto, Jos Ramn Villar, Emilio Corchado |
| 2012 | IDEAL | Prediction of Dental Milling Time-Error by Flexible Neural Trees and Fuzzy Rules. | Pavel Krmer, Toms Novosd, Vclav Snsel, Vicente Vera, Beatriz Hernando, Laura Garca-Hernandez, Hctor Quintin-Pardo, Emilio Corchado, Raquel Redondo, Javier Sedano, Alvaro Enrique Garcia |
| 2011 | DCAI | Complications Detection in Treatment for Bacterial Endocarditis. | Leticia Curiel, Bruno Baruque, Carlos Dueas, Emilio Corchado, Cristina Prez-Trrago |
| 2011 | HAIS | A Hybrid Intelligent System for Generic Decision for PID Controllers Design in Open-Loop. | Jos Lus Calvo-Rolle, Emilio Corchado, Amer Laham, Ramn Ferreiro Garca |
| 2011 | HAIS | Clustering Ensemble for Spam Filtering. | Santiago Porras, Bruno Baruque, Maria Beln Vaquerizo Garca, Emilio Corchado |
| 2011 | HAIS | A Hybrid System for Dental Milling Parameters Optimisation. | Vicente Vera, Javier Sedano, Emilio Corchado, Raquel Redondo, Beatriz Hernando, Monica Camara, Amer Laham, Alvaro Enrique Garcia |
| 2011 | IDEAL | Analyzing Key Factors of Human Resources Management. | Lourdes Cecilia Siz Brcena, Arturo Prez, lvaro Herrero, Emilio Corchado |
| 2011 | IDEAL | Genetic Algorithms to Simplify Prognosis of Endocarditis. | Leticia Curiel, Bruno Baruque, Carlos Dueas, Emilio Corchado, Cristina Prez-Trrago |
| 2011 | IDEAL | Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process. | Jos Ramn Villar, Javier Sedano, Emilio Corchado, Laura Puigpins |
| 2011 | ISDA | Evolutionary model support for Urban Bicycles Renting Systems. | Camelia Chira, Javier Sedano, Jos Ramn Villar, Monica Camara, 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 | DCAI | A Support Vector Regression Approach to Predict Carbon Dioxide Exchange. | Juan Francisco de Paz, Beln Prez, Anglica Gonzlez, Emilio Corchado, Juan M. Corchado |
| 2010 | DCAI | Trends on the Development of Adaptive Virtual Organizations. | Sara Rodrguez, Vicente Julin, ngel Luis Snchez, Carlos Carrascosa, Vivian F. Lpez Batista, Juan M. Corchado, Emilio Corchado |
| 2010 | HAIS | A Bio-inspired Fusion Method for Data Visualization. | Bruno Baruque, 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 | 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 | ISDA | Optimizing a dental milling process by means of soft computing techniques. | Vicente Vera, Alvaro Enrique Garcia, Maria Jesus Suarez, Beatriz Hernando, Raquel Redondo, Emilio Corchado, Maria Araceli Sanchez, Ana Beln Gil, Javier Sedano |
| 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 | CSEDU | A Code-comparison of Student Assignments based on Neural Visualisation Models. | David Martn, Emilio Corchado, Ral Snchez |
| 2009 | FUSION | Organization based system for oceanographic monitoring. | Aitor Mata, Beln Prez Lancho, 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 |
| 2009 | HAIS | MACSDE: Multi-Agent Contingency Response System for Dynamic Environments. | Aitor Mata, Beln Prez Lancho, Anglica Gonzlez Arrieta, Bruno Baruque, Emilio Corchado |
| 2009 | HIS | A Swarm-Based Rough Set Approach for Group Decision Support Systems. | Mingyan Zhao, Hongbo Liu, Ajith Abraham, Emilio Corchado |
| 2009 | IDEAL | Atmospheric Pollution Analysis by Unsupervised Learning. | Angel Arroyo, Emilio Corchado, Vernica Tricio |
| 2009 | IDEAL | Improving Energy Efficiency in Buildings Using Machine Intelligence. | Javier Sedano, Jos Ramn Villar, Leticia Curiel, Enrique A. de la Cal, Emilio Corchado |
| 2009 | IWANN | Ensemble Methods for Boosting Visualization Models. | Bruno Baruque, Emilio Corchado, Aitor Mata, Juan M. Corchado |
| 2009 | IWANN | A Soft Computing System to Perform Face Milling Operations. | Raquel Redondo, Pedro Santos, Andrs Bustillo, Javier Sedano, Jos Ramn Villar, Maritza Correa, Jos Ramn Alique, Emilio Corchado |
| 2008 | DCAI | Solving the Oil Spill Problem Using a Combination of CBR and a Summarization of SOM Ensembles. | Aitor Mata, Emilio Corchado, Bruno Baruque |
| 2008 | HAIS | A WeVoS-CBR Approach to Oil Spill Problem. | Emilio Corchado, Bruno Baruque, Aitor Mata, Juan M. Corchado |
| 2008 | HAIS | Traffic Data Preparation for a Hybrid Network IDS. | lvaro Herrero, Emilio Corchado |
| 2008 | IDEAL | Application of Topology Preserving Ensembles for Sensory Assessment in the Food Industry. | Bruno Baruque, Emilio Corchado, Jordi Rovira, Javier Gonzlez |
| 2008 | IDEAL | AI for Modelling the Laser Milling of Copper Components. | Andrs Bustillo, Javier Sedano, Jos Ramn Villar, Leticia Curiel, Emilio Corchado |
| 2008 | IDEAL | Country and Political Risk Analysis of Spanish Multinational Enterprises Using Exploratory Projection Pursuit. | Alfredo Jimnez, lvaro Herrero, Emilio Corchado |
| 2007 | ICANN | Boosting Unsupervised Competitive Learning Ensembles. | Emilio Corchado, Bruno Baruque, Hujun Yin |
| 2007 | IDEAL | Quality of Adaptation of Fusion ViSOM. | Bruno Baruque, Emilio Corchado, Hujun Yin |
| 2007 | IDEAL | Intrusion Detection at Packet Level by Unsupervised Architectures. | lvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino |
| 2007 | IWANN | ViSOM Ensembles for Visualization and Classification. | Bruno Baruque, Emilio Corchado, Hujun Yin |
| 2007 | IWANN | A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems. | lvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino |
| 2007 | KES | Automated Ham Quality Classification Using Ensemble Unsupervised Mapping Models. | Bruno Baruque, Emilio Corchado, Hujun Yin, Jordi Rovira, Javier Gonzlez |
| 2007 | KES | IDS Based on Bio-inspired Models. | Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino, lvaro Herrero, Emilio Corchado, Jos Manuel Siz |
| 2006 | IDEAL | Maximum Likelihood Topology Preserving Ensembles. | Emilio Corchado, Bruno Baruque, Bogdan Gabrys |
| 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 |
| 2006 | KES | Outlier Resistant PCA Ensembles. | Bogdan Gabrys, Bruno Baruque, Emilio Corchado |
| 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 |
| 2004 | CDVE | A Hierarchical Visualization Tool to Analyse the Thermal Evolution of Construction Materials. | Emilio Corchado, Pedro Burgos, Mara del Mar Rodrguez, Vernica Tricio |
| 2004 | CDVE | Design of Cooperative Agents for Mobile Devices. | Juan M. Corchado, Emilio Corchado, Mara A. Pellicer |
| 2004 | CDVE | Constructing a Global and Integral Model of Business Management Using a CBR System. | Emilio Corchado, Juan M. Corchado, Lourdes Siz Brcena, Ana Mara Lara Palma |
| 2004 | ICCS | An Unsupervised Neural Model to Analyse Thermal Properties of Construction Materials. | Emilio Corchado, Pedro Burgos, Mara del Mar Rodrguez, Vernica Tricio |
| 2004 | ICCS | Kernel Maximum Likelihood Hebbian Learning. | Jos Koetsier, Emilio Corchado, Donald MacDonald, Juan M. Corchado, Colin Fyfe |
| 2004 | IDEAL | Development of a Global and Integral Model of Business Management Using an Unsupervised Model. | Emilio Corchado, Colin Fyfe, Lourdes Siz Brcena, Ana Mara Lara Palma |
| 2003 | ICANN | Relevance and Kernel Self-Organising Maps. | Emilio Corchado, Colin Fyfe |
| 2003 | ICCBR | Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems. | Juan M. Corchado, Emilio Corchado, Jim Aiken, Colin Fyfe, Florentino Fernndez Riverola, Manuel Gonzalez |
| 2003 | IDEAL | Initialising Self-Organising Maps. | Emilio Corchado, Colin Fyfe |
| 2003 | IWANN | Progressive Concept Formation in Self-Organising Maps. | Emilio Corchado, Colin Fyfe |
| 2002 | ESANN | Maximum likelihood Hebbian rules. | Colin Fyfe, Emilio Corchado |
| 2002 | ICANN | Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit. | Donald MacDonald, Emilio Corchado, Colin Fyfe, Erzsbet Mernyi |
| 2002 | ICDM | Optimal Projections of High Dimensional Data. | Emilio Corchado, Colin Fyfe |
| 2002 | IDEAL | A New Neural Implementation of Exploratory Projection Pursuit. | Colin Fyfe, Emilio Corchado |
| 2001 | ESANN | Rectified Gaussian distributions and the formation of local filters from video data. | Emilio Corchado, Darryl Charles, Colin Fyfe |