Emilio Corchado

According to our database1, Emilio Corchado authored at least 244 papers between 2001 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Special issue SOCO 2015: Recent advancements in soft computing and its application in industrial and environmental problems.
Neurocomputing, 2018

Special issue SOCO 2014: Recent advancements in soft computing and its application in industrial and environmental problems.
Neurocomputing, 2018

Neural Models for Imputation of Missing Ozone Data in Air-Quality Datasets.
Complexity, 2018

Neural Visualization for the Analysis of Energy and Water Consumptions in the Automotive Industry.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017
Special issue SOCO 2015.
J. Applied Logic, 2017

Special issue SOCO14-JAL.
J. Applied Logic, 2017

Analysis of meteorological conditions in Spain by means of clustering techniques.
J. Applied Logic, 2017

Beta Hebbian Learning as a New Method for Exploratory Projection Pursuit.
Int. J. Neural Syst., 2017

Key features for the characterization of Android malware families.
Logic Journal of the IGPL, 2017

Clustering extension of MOVICAB-IDS to distinguish intrusions in flow-based data.
Logic Journal of the IGPL, 2017

Editorial: Special Issue CISIS15-IGPL.
Logic Journal of the IGPL, 2017

Editorial: Special Issue HAIS15-IGPL.
Logic Journal of the IGPL, 2017

A hybrid intelligent system for the analysis of atmospheric pollution: a case study in two European regions.
Logic Journal of the IGPL, 2017

Beta Scale Invariant Map.
Eng. Appl. of AI, 2017

Bioclimatic House Heat Exchanger Behavior Prediction with Time Series Modeling.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Analysing the Effect of Recent Anti-pollution Policies in Madrid City Through Soft-Computing.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

2016
A hybrid proposal for cross-sectoral analysis of knowledge management.
Soft Comput., 2016

Special issue SOCO 2015.
Soft Comput., 2016

SPECIAL ISSUE SOCO13-JAL.
J. Applied Logic, 2016

An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger.
J. Applied Logic, 2016

Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
Neurocomputing, 2016

Editorial: Special Issue CISIS13-IGPL.
Logic Journal of the IGPL, 2016

Different approaches for the detection of SSH anomalous connections.
Logic Journal of the IGPL, 2016

Editorial: Special Issue CISIS14-IGPL.
Logic Journal of the IGPL, 2016

Characterization of Android Malware Families by a Reduced Set of Static Features.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Use of Support Vector Machines and Neural Networks to Assess Boar Sperm Viability.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Skills Development of Professional Ethics in Engineering Degrees in the European Higher Education Area.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Neural Visualization of Android Malware Families.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Time Analysis of Air Pollution in a Spanish Region Through k-means.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Hybrid Intelligent Model for Fault Detection of a Lithium Iron Phosphate Power Cell Used in Electric Vehicles.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Student Performance Prediction Applying Missing Data Imputation in Electrical Engineering Studies Degree.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Optimization of MLHL-SIM and SIM Algorithm Using OpenMP.
Proceedings of the Advances in Artificial Intelligence, 2016

2015
A novel hybrid intelligent system for multi-objective machine parameter optimization.
Pattern Anal. Appl., 2015

Special issue SOCO12.
J. Applied Logic, 2015

Simplified method based on an intelligent model to obtain the extinction angle of the current for a single-phase half wave controlled rectifier with resistive and inductive load.
J. Applied Logic, 2015

Simplified method based on an intelligent model to obtain the extinction angle of the current for a single-phase half wave controlled rectifier with resistive and inductive load.
J. Applied Logic, 2015

Special issue HAIS 2012: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
Neurocomputing, 2015

Features and models for human activity recognition.
Neurocomputing, 2015

Combined special issue SOCO 2012-2013: Recent advancements in soft computing and its application in industrial and environmental problems.
Neurocomputing, 2015

Clustering extension of MOVICAB-IDS to identify SNMP community searches.
Logic Journal of the IGPL, 2015

Editorial: Special issue HAIS12-IGPL.
Logic Journal of the IGPL, 2015

Editorial: Special issue CISIS12-IGPL.
Logic Journal of the IGPL, 2015

Facility layout design using a multi-objective interactive genetic algorithm to support the DM.
Expert Systems, 2015

Analysis of Knowledge Management in Industrial Sectors by Means of Neural Models.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

Modeling the Electromyogram (EMG) of Patients Undergoing Anesthesia During Surgery.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

A Comparison of Clustering Techniques for Meteorological Analysis.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

Neuro-Fuzzy Analysis of Atmospheric Pollution.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015


Neural networks for the visual analysis of regional pollution.
Proceedings of the IEEE EUROCON 2015, 2015

Modelling Dental Milling Process with Machine Learning-Based Regression Algorithms.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

On the Selection of Key Features for Android Malware Characterization.
Proceedings of the International Joint Conference, 2015

Clustering and Neural Visualization for Flow-Based Intrusion Detection.
Proceedings of the International Joint Conference, 2015

Neural Analysis of HTTP Traffic for Web Attack Detection.
Proceedings of the International Joint Conference, 2015

2014
WeVoS scale invariant map.
Inf. Sci., 2014

A Hybrid Regression System Based on Local Models for Solar Energy Prediction.
Informatica, Lith. Acad. Sci., 2014

A survey of multiple classifier systems as hybrid systems.
Information Fusion, 2014

Guest Editorial: Hybrid intelligent fusion systems.
Information Fusion, 2014

Recent trends in intelligent data analysis.
Neurocomputing, 2014

Special issue: Advances in learning schemes for function approximation.
Neurocomputing, 2014

Innovations in nature inspired optimization and learning methods.
Neurocomputing, 2014

Urban bicycles renting systems: Modelling and optimization using nature-inspired search methods.
Neurocomputing, 2014

A Bio-inspired knowledge system for improving combined cycle plant control tuning.
Neurocomputing, 2014

A Cluster Merging Method for Time Series microarray with production Values.
Int. J. Neural Syst., 2014

Modeling of Bicomponent Mixing System Used in the Manufacture of Wind Generator Blades.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Hybrid Intelligent Model to Predict the SOC of a LFP Power Cell Type.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013
idMAS-SQL: Intrusion Detection Based on MAS to Detect and Block SQL injection through data mining.
Inf. Sci., 2013

Special issue: New trends in ambient intelligence and bio-inspired systems.
Inf. Sci., 2013

Applying soft computing techniques to optimise a dental milling process.
Neurocomputing, 2013

New trends on soft computing models in industrial and environmental applications.
Neurocomputing, 2013

Mutating network scans for the assessment of supervised classifier ensembles.
Logic Journal of the IGPL, 2013

Editorial.
Logic Journal of the IGPL, 2013

Recycling Plants Layout Design by Means of an Interactive Genetic Algorithm.
Intelligent Automation & Soft Computing, 2013

RT-MOVICAB-IDS: Addressing real-time intrusion detection.
Future Generation Comp. Syst., 2013

(OBIFS) isotropic image analysis for improving a predicting agent based systems.
Expert Syst. Appl., 2013

Visualization and Clustering for SNMP Intrusion Detection.
Cybernetics and Systems, 2013

Soft Computing Techniques for Skills Assessment of Highly Qualified Personnel.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Classification of SSH Anomalous Connections.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Gene Clustering in Time Series Microarray Analysis.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Intelligent Model for Fault Detection on Geothermal Exchanger of a Heat Pump.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Intelligent Model to Obtain Initial and Final Conduction Angle of a Diode in a Half Wave Rectifier with a Capacitor Filter.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Study of the Pre-processing Impact in a Facial Recognition System.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Hybrid Visualization for Deep Insight into Knowledge Retention in Firms.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

2012
Meta-heuristic improvements applied for steel sheet incremental cold shaping.
Memetic Computing, 2012

Isotropic Image Analysis for Improving CBR Forecasting.
Journal of Mathematical Imaging and Vision, 2012

Special Issue on Hybrid Artificial Intelligent Systems.
Journal of Mathematical Imaging and Vision, 2012

Selected papers from the 6th International Conference on Soft Computing Models in Industrial and Environmental Applications.
J. Applied Logic, 2012

Editorial: New trends and applications on hybrid artificial intelligence systems.
Neurocomputing, 2012

WeVoS-ViSOM: An ensemble summarization algorithm for enhanced data visualization.
Neurocomputing, 2012

A Neural-Visualization IDS for Honeynet Data.
Int. J. Neural Syst., 2012

Learning and training techniques in fuzzy control for energy efficiency in buildings.
Logic Journal of the IGPL, 2012

Special issue: HAIS 2010.
Logic Journal of the IGPL, 2012

Special issue: SOCO 2010-CMMSE 2010.
Logic Journal of the IGPL, 2012

A bio-inspired robust controller for a refinery plant process.
Logic Journal of the IGPL, 2012

Soft computing models to analyze atmospheric pollution issues.
Logic Journal of the IGPL, 2012

Optimizing the operating conditions in a high precision industrial process using soft computing techniques.
Expert Systems, 2012

Soft Computing for the Analysis of People Movement Classification.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Clustering for Intrusion Detection: Network Scans as a Case of Study.
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012

Evaluation of Novel Soft Computing Methods for the Prediction of the Dental Milling Time-Error Parameter.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Intelligent Model to Obtain Current Extinction Angle for a Single Phase Half Wave Controlled Rectifier with Resistive and Inductive Load.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Soft Computing Techniques Applied to a Case Study of Air Quality in Industrial Areas in the Czech Republic.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Application of Soft Computing Technologies toward Assessment and Skills Development.
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012

Prediction of Dental Milling Time-Error by Flexible Neural Trees and Fuzzy Rules.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Merge Method for Shape-Based Clustering in Time Series Microarray Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Neural PCA and Maximum Likelihood Hebbian Learning on the GPU.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Combining Metaheuristic Algorithms to Solve a Scheduling Problem.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
Mobile Hybrid Intrusion Detection - The MOVICAB-IDS System
Studies in Computational Intelligence 334, Springer, ISBN: 978-3-642-18298-3, 2011

Fusion Methods for Unsupervised Learning Ensembles
Studies in Computational Intelligence 322, Springer, ISBN: 978-3-642-16204-6, 2011

A three-step unsupervised neural model for visualizing high complex dimensional spectroscopic data sets.
Pattern Anal. Appl., 2011

Hybrid Classification Ensemble Using Topology-preserving Clustering.
New Generation Comput., 2011

Hybrid Neural Intelligent System to Predict Business Failure in Small-to-Medium-Size Enterprises.
Int. J. Neural Syst., 2011

The S2-Ensemble Fusion Algorithm.
Int. J. Neural Syst., 2011

A topology-preserving system for environmental models forecasting.
Int. J. Comput. Math., 2011

Editorial: Neuro-symbolic Algorithms and Models for Bio-inspired Systems.
Logic Journal of the IGPL, 2011

Soft computing models to identify typical meteorological days.
Logic Journal of the IGPL, 2011

Optimising operational costs using Soft Computing techniques.
Integrated Computer-Aided Engineering, 2011

Unsupervised neural models for country and political risk analysis.
Expert Syst. Appl., 2011

Neural visualization of network traffic data for intrusion detection.
Appl. Soft Comput., 2011

Visualization of Misuse-Based Intrusion Detection: Application to Honeynet Data.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

ARIAS: Automated Retinal Image Analysis System.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

A Novel Method to Prevent Control System Instability Based on a Soft Computing Knowledge System.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

A Climatologycal Analysis by Means of Soft Computing Models.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Steel Sheet Incremental Cold Shaping Improvements Using Hybridized Genetic Algorithms with Support Vector Machines and Neural Networks.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2011

Intelligent operating conditions design by means of bio-inspired models.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Nature-inspired ensembles to detect SNMP anomalous situations.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

A hybrid evolutionary approach to the management of Bicycle Renting Systems.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

A bio-inspired knowledge system for control tuning (BIO-KSY).
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Visual analysis of nurse rostering solutions through a bio-inspired intelligent model.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Evolutionary model support for Urban Bicycles Renting Systems.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Genetic Algorithms to Simplify Prognosis of Endocarditis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Analyzing Key Factors of Human Resources Management.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

A Hybrid System for Dental Milling Parameters Optimisation.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Clustering Ensemble for Spam Filtering.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

A Hybrid Intelligent System for Generic Decision for PID Controllers Design in Open-Loop.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Complications Detection in Treatment for Bacterial Endocarditis.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2011

Testing Ensembles for Intrusion Detection: On the Identification of Mutated Network Scans.
Proceedings of the Computational Intelligence in Security for Information Systems, 2011

2010
Multi-agent neural business control system.
Inf. Sci., 2010

Hybrid intelligent algorithms and applications.
Inf. Sci., 2010

A forecasting solution to the oil spill problem based on a hybrid intelligent system.
Inf. Sci., 2010

A soft computing method for detecting lifetime building thermal insulation failures.
Integrated Computer-Aided Engineering, 2010

A weighted voting summarization of SOM ensembles.
Data Min. Knowl. Discov., 2010

DIPKIP: A Connectionist Knowledge Management System to Identify Knowledge Deficits in Practical Cases.
Computational Intelligence, 2010

Approaching Real-Time Intrusion Detection through MOVICAB-IDS.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010

A Bio-inspired Ensemble Model for Food Industry Applications.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010

Soft Computing Models for an Environmental Application.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010

Unsupervised Visualization of SQL Attacks by Means of the SCMAS Architecture.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

Assessing Knowledge Management in the Power Sector through a Connectionist Model.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

A bio-inspired computational high-precision dental milling system.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

A bio-knowledge based method to prevent control system instability.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Improving enterprise resource planning results using knowledge extraction and learning.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

OVACARE: A Multi-Agent System for Assistance and Health Care.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Optimizing a dental milling process by means of soft computing techniques.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Automatic Workflow during the Reuse Phase of a CBP System Applied to Microarray Analysis.
Proceedings of the Advances in Bioinformatics, 2010

Forest Fire Evolution Prediction Using a Hybrid Intelligent System.
Proceedings of the Balanced Automation Systems for Future Manufacturing Networks, 2010

Modelling of Heat Flux in Building Using Soft-Computing Techniques.
Proceedings of the Trends in Applied Intelligent Systems, 2010

AIIDA-SQL: An Adaptive Intelligent Intrusion Detector Agent for detecting SQL Injection attacks.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

On the improvement of Knowledge Management status through case-based reasoning in a hybrid approach.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

CBRid4SQL: A CBR Intrusion Detector for SQL Injection Attacks.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Incorporating Temporal Constraints in the Planning Task of a Hybrid Intelligent IDS.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

A Bio-inspired Fusion Method for Data Visualization.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

SYLPH: An Ambient Intelligence based platform for integrating heterogeneous Wireless Sensor Networks.
Proceedings of the FUZZ-IEEE 2010, 2010

Trends on the Development of Adaptive Virtual Organizations.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

A Support Vector Regression Approach to Predict Carbon Dioxide Exchange.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Queries.
Proceedings of the Computational Intelligence in Security for Information Systems 2010, 2010

Incorporating Temporal Constraints in the Analysis Task of a Hybrid Intelligent IDS.
Proceedings of the Computational Intelligence in Security for Information Systems 2010, 2010

Understanding Honeypot Data by an Unsupervised Neural Visualization.
Proceedings of the Computational Intelligence in Security for Information Systems 2010, 2010

2009
Mining Network Traffic Data for Attacks through MOVICAB-IDS.
Proceedings of the Foundations of Computational Intelligence, 2009

MOVIH-IDS: A mobile-visualization hybrid intrusion detection system.
Neurocomputing, 2009

Neural projection techniques for the visual inspection of network traffic.
Neurocomputing, 2009

Hybrid learning machines.
Neurocomputing, 2009

The application of a two-step AI model to an automated pneumatic drilling process.
Int. J. Comput. Math., 2009

A maximum likelihood Hebbian learning-based method to an agent-based architecture.
Int. J. Comput. Math., 2009

A Soft Computing System to Perform Face Milling Operations.
Proceedings of the Distributed Computing, 2009

Ensemble Methods for Boosting Visualization Models.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Improving Energy Efficiency in Buildings Using Machine Intelligence.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Atmospheric Pollution Analysis by Unsupervised Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

A Swarm-Based Rough Set Approach for Group Decision Support Systems.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

MACSDE: Multi-Agent Contingency Response System for Dynamic Environments.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

A Hybrid Solution for Advice in the Knowledge Management Field.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Organization based system for oceanographic monitoring.
Proceedings of the 12th International Conference on Information Fusion, 2009

A Code-comparison of Student Assignments based on Neural Visualisation Models.
Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009

Multiagent Systems for Network Intrusion Detection: A Review.
Proceedings of the Computational Intelligence in Security for Information Systems, 2009

2008
CBR Based Engine for Business Internal Control.
Proceedings of the Soft Computing Applications in Business, 2008

Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualization.
Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

Fusion of Visualization Induced SOM.
Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

Country and Political Risk Analysis of Spanish Multinational Enterprises Using Exploratory Projection Pursuit.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

AI for Modelling the Laser Milling of Copper Components.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Application of Topology Preserving Ensembles for Sensory Assessment in the Food Industry.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Traffic Data Preparation for a Hybrid Network IDS.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

A WeVoS-CBR Approach to Oil Spill Problem.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

Conventional Methods and AI models for Solving an Industrial an Industrial Problem.
Proceedings of the EMS 2008, 2008

Solving the Oil Spill Problem Using a Combination of CBR and a Summarization of SOM Ensembles.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008

Agents and Neural Networks for Intrusion Detection.
Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, 2008

2007
IDS Based on Bio-inspired Models.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Automated Ham Quality Classification Using Ensemble Unsupervised Mapping Models.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems.
Proceedings of the Computational and Ambient Intelligence, 2007

ViSOM Ensembles for Visualization and Classification.
Proceedings of the Computational and Ambient Intelligence, 2007

Neural Business Control System.
Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

Intrusion Detection at Packet Level by Unsupervised Architectures.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Quality of Adaptation of Fusion ViSOM.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Boosting Unsupervised Competitive Learning Ensembles.
Proceedings of the Artificial Neural Networks, 2007

2006
Outlier Resistant PCA Ensembles.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Testing CAB-IDS Through Mutations: On the Identification of Network Scans.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

MOVICAB-IDS: Visual Analysis of Network Traffic Data Streams for Intrusion Detection.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Maximum Likelihood Topology Preserving Ensembles.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

2005
Evaluating the air-sea interactions and fluxes using an instance-based reasoning system.
AI Commun., 2005

A Cooperative Unsupervised Connectionist Model to Identify the Optimal Conditions of a Pneumatic Drill.
Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005

Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

An Unsupervised Cooperative Pattern Recognition Model to Identify Anomalous Massive SNMP Data Sending.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Detecting Compounded Anomalous SNMP Situations Using Cooperative Unsupervised Pattern Recognition.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004
IBR retrieval method based on topology preserving mappings.
J. Exp. Theor. Artif. Intell., 2004

Internet agents who structure concept formation using kernel self-organising maps.
Int. J. Web Eng. Technol., 2004

Forecasting using twinned principal curves and twinned self-organising maps.
Neurocomputing, 2004

Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit.
Data Min. Knowl. Discov., 2004

A Kernel Method for Classification.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Development of a Global and Integral Model of Business Management Using an Unsupervised Model.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

A Beta-Cooperative CBR System for Constructing a Business Management Model.
Proceedings of the Advances in Data Mining, 2004

An IBR System to Quantify the Ocean's Carbon Dioxide Budget.
Proceedings of the Advances in Data Mining, 2004

Kernel Maximum Likelihood Hebbian Learning.
Proceedings of the Computational Science, 2004

An Unsupervised Neural Model to Analyse Thermal Properties of Construction Materials.
Proceedings of the Computational Science, 2004

Development of CBR-BDI Agents: A Tourist Guide Application.
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

Quantifying the Ocean's CO2 Budget with a CoHeL-IBR System.
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

Constructing a Global and Integral Model of Business Management Using a CBR System.
Proceedings of the Cooperative Design, 2004

Design of Cooperative Agents for Mobile Devices.
Proceedings of the Cooperative Design, 2004

A Hierarchical Visualization Tool to Analyse the Thermal Evolution of Construction Materials.
Proceedings of the Cooperative Design, 2004

2003
Structuring global responses of local filters using lateral connections.
J. Exp. Theor. Artif. Intell., 2003

Connectionist Techniques For The Identification And Suppression Of Interfering Underlying Factors.
IJPRAI, 2003

An Extension of epsilon-Insensitive Hebbian Learning to Form a Non-Interfering Basis.
International Journal of Computational Intelligence and Applications, 2003

Progressive Concept Formation in Self-Organising Maps.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Initialising Self-Organising Maps.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems.
Proceedings of the Case-Based Reasoning Research and Development, 2003

Relevance and Kernel Self-Organising Maps.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002
Extraction of Independent Causes Using Lateral Connections.
International Journal of Computational Intelligence and Applications, 2002

Extraction of Visual Information Using Maximum Likelihood Hebbian Learning.
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Classification and ICA using maximum likelihood Hebbian learning.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

A New Neural Implementation of Exploratory Projection Pursuit.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

Optimal Projections of High Dimensional Data.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit.
Proceedings of the Artificial Neural Networks, 2002

Maximum likelihood Hebbian rules.
Proceedings of the ESANN 2002, 2002

Identification of Visual Features Using a Neural Version of Exploratory Projection Pursuit.
Proceedings of the Artificial Intelligence and Cognitive Science, 2002

2001
Rectified Gaussian distributions and the formation of local filters from video data.
Proceedings of the ESANN 2001, 2001


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