Manuel Graña

Orcid: 0000-0001-7373-4097

Affiliations:
  • University of the Basque Country, Computational Intelligence Group, San Sebastian, Spain


According to our database1, Manuel Graña authored at least 462 papers between 1991 and 2024.

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

Timeline

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Bibliography

2024
Simion Zoo: A training workbench for reinforcement learning allowing distributed experimentation.
Neurocomputing, February, 2024

Analysing disease trajectories in a cohort of 71,849 Patients: A visual analytics and statistical approach.
Int. J. Medical Informatics, 2024

Reinforcement Learning Based Trajectory Planning for Multi-UAV Load Transportation.
IEEE Access, 2024

Clustering COVID-19 Mortality Time Series.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Machine Learning for Personality Type Classification on Textual Data.
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation Study.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Topic Detection in COVID-19 Mortality Time Series.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

A Decentralized Collision Avoidance Algorithm for Individual and Collaborative UAVs.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

AI Emmbedded in Drone Control.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Brainstorming on Dataset Reduction from an Heuristic Bioinspired Green Computing Approach.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Wavelet Coherence of COVID-19 Pandemic Variables in Japan.
Proceedings of the 16th IIAI International Congress on Advanced Applied Informatics, 2024

Machine Learning for the Identification of Biomarker and Risk Factors associated with Depression in Adult Population: Preliminary Results on a Small Cohort.
Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
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Inf. Fusion, December, 2023

A review of Graph Neural Networks for Electroencephalography data analysis.
Neurocomputing, December, 2023

On registration methods for SLAM with low resolution LiDAR sensor.
Log. J. IGPL, July, 2023

On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance.
Expert Syst. Appl., May, 2023

Geotagged Digital Traces.
Dataset, May, 2023

An ongoing review of speech emotion recognition.
Neurocomputing, April, 2023

Clustering Cities over Features Extracted from Multiple Virtual Sensors Measuring Micro-Level Activity Patterns Allows One to Discriminate Large-Scale City Characteristics.
Sensors, 2023

On the combination of graph data for assessing thin-file borrowers' creditworthiness.
Expert Syst. Appl., 2023

Phenotype Discrimination Based on Pressure Signals by Transfer Learning Approaches.
Proceedings of the Advances in Computational Intelligence, 2023

Predicting Innovative Cities Using Spatio-Temporal Activity Patterns.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GAN.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Risk Factors and Survival After Premature Hospital Readmission in Frail Subjects with Delirium.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Coherence of COVID-19 Mortality of Spain Versus Western European Countries.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Exploring Delay Reduction on Edge Computing Architectures from a Heuristic Approach.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Computational Ethology: Short Review of Current Sensors and Artificial Intelligence Based Methods.
Proceedings of the Engineering Applications of Neural Networks, 2023

Educational Innovation Project in the Field of Informatics.
Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

2022
Automated Annotation of Lane Markings Using LIDAR and Odometry.
IEEE Trans. Intell. Transp. Syst., 2022

ADITU: A mesh-free formulation for the solution of Helmholtz equation in bounded and unbounded domains.
SoftwareX, 2022

Photometric Stereo-Based Defect Detection System for Steel Components Manufacturing Using a Deep Segmentation Network.
Sensors, 2022

Neuro-semantic prediction of user decisions to contribute content to online social networks.
Neural Comput. Appl., 2022

Above-ground biomass estimation from LiDAR data using random forest algorithms.
J. Comput. Sci., 2022

Actor-critic continuous state reinforcement learning for wind-turbine control robust optimization.
Inf. Sci., 2022

Deep transfer learning-based gaze tracking for behavioral activity recognition.
Neurocomputing, 2022

A Hybrid Time-Distributed Deep Neural Architecture for Speech Emotion Recognition.
Int. J. Neural Syst., 2022

Risk factors for prediction of delirium at hospital admittance.
Expert Syst. J. Knowl. Eng., 2022

Identification of Critical Subgraphs in Drone Airways Graphs by Graph Convolutional Networks.
Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure Data.
Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Deep Learning Artwork Style Prediction and Similarity Detection.
Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022

Data Augmentation Techniques for Speech Emotion Recognition and Deep Learning.
Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022

Triage Prediction of a Real Dataset of COVID-19 Patients in Alava.
Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022

Assessment of Creditworthiness Models Privacy-Preserving Training with Synthetic Data.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

Frailty Related Survival Risks at Short and Middle Term of Older Adults Admitted to Hospital.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

On the Analysis of a Real Dataset of COVID-19 Patients in Alava.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

2021
Combining Geostatistics and Remote Sensing Data to Improve Spatiotemporal Analysis of Precipitation.
Sensors, 2021

COLAEVA: Visual Analytics and Data Mining Web-Based Tool for Virtual Coaching of Older Adult Populations.
Sensors, 2021

Depth Data Denoising in Optical Laser Based Sensors for Metal Sheet Flatness Measurement: A Deep Learning Approach.
Sensors, 2021

Active learning for road lane landmark inventory with V-ELM in highly uncontrolled image capture conditions.
Neurocomputing, 2021

Special issue SOCO-CISIS 2018: New trends in soft computing and computational intelligence in security and its application in industrial and environmental problems.
Neurocomputing, 2021

Impact of Machine Learning Pipeline Choices in Autism Prediction From Functional Connectivity Data.
Int. J. Neural Syst., 2021

Towards a privacy debt.
IET Softw., 2021

Speech Emotion Recognition by Conventional Machine Learning and Deep Learning.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Counter Intituive COVID-19 Propagation Dynamics in Brazil.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

On Machine Learning for Autism Prediction from Functional Connectivity.
Proceedings of the Progress in Image Processing, Pattern Recognition and Communication Systems, 2021

Synthetic Data Set Generation for the Evaluation of Image Acquisition Strategies Applied to Deep Learning Based Industrial Component Inspection Systems.
Proceedings of the XXX Spanish Computer Graphics Conference, 2021

2020
Head-Neck-Radiomics-HN1 data processed with Pyradiomics ready to use for data analysis.
Dataset, February, 2020

Computational Intelligence in Remote Sensing: An Editorial.
Sensors, 2020

Optical Dual Laser Based Sensor Denoising for OnlineMetal Sheet Flatness Measurement Using Hermite Interpolation.
Sensors, 2020

Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction.
Neural Comput. Appl., 2020

Behavioral Activity Recognition Based on Gaze Ethograms.
Int. J. Neural Syst., 2020

Improved Activity Recognition Combining Inertial Motion Sensors and Electroencephalogram Signals.
Int. J. Neural Syst., 2020

Editorial: A Magnificent Journal at the Crossroads.
Int. J. Neural Syst., 2020

Modelling hospital readmissions under frailty conditions for healthy aging.
Expert Syst. J. Knowl. Eng., 2020

Relationship between the visibility of political leaders during campaign and the outcome in general elections. A case study for Spain.
CoRR, 2020

Safe and optimal navigation for autonomous multi-rotor aerial vehicle in a dynamic known environment by a decomposition-coordination method.
Cogn. Syst. Res., 2020

Methodologically grounded semantic analysis of large volume of chilean medical literature data applied to the analysis of medical research funding efficiency in Chile.
J. Biomed. Semant., 2020

An Application of Laser Measurement to On-Line Metal Strip Flatness Measurement.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

A Comparison of Registration Methods for SLAM with the M8 Quanergy LiDAR.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

Expansion of an Evidence-Based Workshop for Teaching of Artificial Intelligence in Schools.
Proceedings of the 11th International Conference on EUropean Transnational Educational, 2020

Introducing Active Methodologies in Renewable Energy Engineering Bachelor in Mathematical and Numerical Analysis Subject.
Proceedings of the 11th International Conference on EUropean Transnational Educational, 2020

Modeling a Specific Commercial Single Proton Exchange Membrane Fuel Cell.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Comparison of Labeling Methods for Behavioral Activity Classification Based on Gaze Ethograms.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Exploratory Analysis of Radiomics Features on a Head and Neck Cancer Public Dataset.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

An Hybrid Registration Method for SLAM with the M8 Quanergy LiDAR.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2019
A synchronized capture system for Emotiv+, Kinect, and Rokoko motion capture.
Dataset, January, 2019

Indoor Crowd 3D Localization in Big Buildings from Wi-Fi Access Anonymous Data.
Sensors, 2019

Recent Advances, Emerging Methods and Applications of Pattern Recognition.
J. Univers. Comput. Sci., 2019

Semantically enhanced network analysis for influencer identification in online social networks.
Neurocomputing, 2019

Robust labeling of human motion markers in the presence of occlusions.
Neurocomputing, 2019

Dynamic Causal Modeling and machine learning for effective connectivity in Auditory Hallucination.
Neurocomputing, 2019

Triage prediction in pediatric patients with respiratory problems.
Neurocomputing, 2019

Neural and statistical predictors for time to readmission in emergency departments: A case study.
Neurocomputing, 2019

Editorial: Special issue CISIS 2016.
Log. J. IGPL, 2019

Setting up standards: A methodological proposal for pediatric Triage machine learning model construction based on clinical outcomes.
Expert Syst. Appl., 2019

Estimation of forest biomass from light detection and ranging data by using machine learning.
Expert Syst. J. Knowl. Eng., 2019

Simion Zoo: A Workbench for Distributed Experimentation with Reinforcement Learning for Continuous Control Tasks.
CoRR, 2019

Using Scratch to Teach Undergraduate Students' Skills on Artificial Intelligence.
CoRR, 2019

A Panoramic Survey on Grasping Research Trends and Topics.
Cybern. Syst., 2019

Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch.
IEEE Access, 2019

Geospatial Modeling Using LiDAR Technology.
Proceedings of the New Knowledge in Information Systems and Technologies, 2019

Neural Model of a Specific Single Proton Exchange Membrane PEM Fuel Cell.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Deep Learning Prediction of Gait Based on Inertial Measurements.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Recognizing Cognitive Activities Through Eye Tracking.
Proceedings of the Understanding the Brain Function and Emotions, 2019

An Approach to Teach Nao Dialogue Skills.
Proceedings of the Understanding the Brain Function and Emotions, 2019

A Short Review of Some Aspects of Computational Neuroethology.
Proceedings of the Understanding the Brain Function and Emotions, 2019

BIOTHINGS: A Pipeline Creation Tool for PAR-CLIP Sequence Analsys.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Fusion of Inertial Motion Sensors and Electroencephalogram for Activity Detection.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Dynamic Airspace Configuration: A Short Review of Computational Approaches.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Testing Modified Confusion Entropy as Split Criterion for Decision Trees.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Road Lane Landmark Extraction: A State-of-the-art Review.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Lattice Auto-Associative Memories Induced Multivariate Morphology for Hyperspectral Image Spectral-Spatial Classification.
Proceedings of the Progress in Computer Recognition Systems, 2019

Using Scratch to Improve Undergraduate Students' Skills on Artificial Intelligence.
Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019

2018
Making physical proofs of concept of reinforcement learning control in single robot hose transport task complete.
Neurocomputing, 2018

Experiments of conditioned reinforcement learning in continuous space control tasks.
Neurocomputing, 2018

A novel methodology for clinical semantic annotations assessment.
Log. J. IGPL, 2018

Predictive models for hospital readmission risk: A systematic review of methods.
Comput. Methods Programs Biomed., 2018

LiDAR Applications for Energy Industry.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

Proposal of Robot-Interaction Based Intervention for Joint-Attention Development.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

On Intelligent Systems for Storytelling.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

Prelude of an Educational Innovation Project: Discussing a Redesign of the Continuous Assessment in Mathematics for Chemistry and Geology Bachelor Degree Students.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

Intra and Intergroup Cooperative Learning in Industrial Informatics Area.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

Current Research Trends in Robot Grasping and Bin Picking.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

A View of the State of the Art of Dialogue Systems.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Electrical Behavior Modeling of Solar Panels Using Extreme Learning Machines.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

A Comparison of PAR-CLIP Peak Calling Approaches on Noisy Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Using Anticipative Hybrid Extreme Rotation Forest to predict emergency service readmission risk.
J. Comput. Sci., 2017

Paired feature multilayer ensemble - concept and evaluation of a classifier.
J. Intell. Fuzzy Syst., 2017

Resting State Effective Connectivity Allows Auditory Hallucination Discrimination.
Int. J. Neural Syst., 2017

Variable speed wind turbine controller adaptation by reinforcement learning.
Integr. Comput. Aided Eng., 2017

Online fuzzy modulated adaptive PD control for cooperative aerial transportation of deformable linear objects.
Integr. Comput. Aided Eng., 2017

Pypes: Workflows for Processing Multimodal Neuroimaging Data.
Frontiers Neuroinformatics, 2017

Predicting Patient Hospitalization after Emergency Readmission.
Cybern. Syst., 2017

Agent-Based Spatial Dynamics Explaining Sustained Opinion Survival.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Predicting Trust in Wikipedia's Vote Network Using Social Networks measures.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Brain White Matter Lesion Segmentation with 2D/3D CNN.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

Towards Hospitalization After Readmission Risk Prediction Using ELMs.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Improved Control of DLO Transportation by a Team of Quadrotors.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Ongoing Work on Deep Learning for Lung Cancer Prediction.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Emergency Department Readmission Risk Prediction: A Case Study in Chile.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Finding Communities in Recommendation Systems by Multi-agent Spatial Dynamics.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

Neuronal Electrical Behavior Modeling of Solar Panels.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

An Ensemble of Weak Classifiers for Pattern Recognition in Motion Capture Clouds of Points.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

Automated Segmentation of Visceral Adiposity in MRI in Obese Children.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016
Image Understanding Applications of Lattice Autoassociative Memories.
IEEE Trans. Neural Networks Learn. Syst., 2016

Hyperspectral Image Analysis by Spectral-Spatial Processing and Anticipative Hybrid Extreme Rotation Forest Classification.
IEEE Trans. Geosci. Remote. Sens., 2016

Brain MRI morphological patterns extraction tool based on Extreme Learning Machine and majority vote classification.
Neurocomputing, 2016

Hyperspectral image nonlinear unmixing and reconstruction by ELM regression ensemble.
Neurocomputing, 2016

A new heuristic for influence maximization in social networks.
Log. J. IGPL, 2016

Standard and fenestrated endograft sizing in EVAR planning: Description and validation of a semi-automated 3D software.
Comput. Medical Imaging Graph., 2016

Innovations in healthcare and medicine editorial.
Comput. Biol. Medicine, 2016

Experience-Based Electronic Health Records.
Cybern. Syst., 2016

Particle Swarm Optimization Quadrotor Control for Cooperative Aerial Transportation of Deformable Linear Objects.
Cybern. Syst., 2016

Intelligent Methods Applied to Health-Care Information Systems.
Appl. Artif. Intell., 2016

A Survey of Big Data Issues in Electronic Health Record Analysis.
Appl. Artif. Intell., 2016

Agent-Based Spatial Dynamic Modeling of Opinion Propagation Exploring Delaying Conditions to Achieve Homogeneity.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Real Prediction of Elder People Abnormal Situations at Home.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

ANN Based Model of PV Modules.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Erasmus Innovative European Studies.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Predicting 30-Day Emergency Readmission Risk.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Anticipative Hybrid Extreme Rotation Forest.
Proceedings of the International Conference on Computational Science 2016, 2016

Knowledge Modeling by ELM in RL for SRHT Problem.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Preliminary Results on an AdaBoost-Based Strategy for Pattern Recognition in Clouds of Motion Markers.
Proceedings of the Third European Network Intelligence Conference, 2016

2015
Quasi-stationary state transportation of a hose with quadrotors.
Robotics Auton. Syst., 2015

Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM.
Neural Networks, 2015

Reinforcement Learning endowed with safe veto policies to learn the control of Linked-Multicomponent Robotic Systems.
Inf. Sci., 2015

Local activity features for computer aided diagnosis of schizophrenia on resting-state fMRI.
Neurocomputing, 2015

A lattice computing approach to Alzheimer's disease computer assisted diagnosis based on MRI data.
Neurocomputing, 2015

Reputation features for trust prediction in social networks.
Neurocomputing, 2015

An experiment of subconscious intelligent social computing on household appliances.
Neurocomputing, 2015

Bioinspired and knowledge based techniques and applications.
Neurocomputing, 2015

Classification of schizophrenia patients on lattice computing resting-state fMRI features.
Neurocomputing, 2015

An active learning approach for stroke lesion segmentation on multimodal MRI data.
Neurocomputing, 2015

Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation.
Neurocomputing, 2015

Arm Orthosis/Prosthesis Movement Control Based on Surface EMG Signal Extraction.
Int. J. Neural Syst., 2015

Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI.
Int. J. Neural Syst., 2015

Editorial: Special issue HAIS12-IGPL.
Log. J. IGPL, 2015

A novel hyperspectral segmentation algorithm - concept and evaluation.
Log. J. IGPL, 2015

Training Multiagent Systems by Q-Learning: Approaches and Empirical Results.
Comput. Intell., 2015

Extended Reflexive Ontologies for the Generation of Clinical Recommendations.
Cybern. Syst., 2015

Experiments of Trust Prediction in Social Networks by Artificial Neural Networks.
Cybern. Syst., 2015

Reinforcement Learning in Single Robot Hose Transport Task: A Physical Proof of Concept.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

Some Results on Dynamic Causal Modeling of Auditory Hallucinations.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

Graph-Based Learning on Sparse Data for Recommendation Systems in Social Networks.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Neural Modeling of Hose Dynamics to Speedup Reinforcement Learning Experiments.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Experiments of Skin Detection in Hyperspectral Images.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Robust Control Tuning by PSO of Aerial Robots Hose Transportation.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Multi-agent Reinforcement Learning for Control Systems: Challenges and Proposals.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

Blurred Labeling Segmentation Algorithm for Hyperspectral Images.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Real Implantation of an Expert System for Elderly Home Care.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

An Instance of Social Intelligence in the Internet of Things: Bread Making Recipe Recommendation by ELM Regression.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015


Random Forest Active Learning for Retinal Image Segmentation.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

Electronic Health Record: A review.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Selected aspects of electronic health record analysis from the big data perspective.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Hybrid extreme rotation forest.
Neural Networks, 2014

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

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

Data fusion for high spatial resolution LAI estimation.
Inf. Fusion, 2014

Decisional DNA for modeling and reuse of experiential clinical assessments in breast cancer diagnosis and treatment.
Neurocomputing, 2014

An empirical evaluation of Gravitational Swarm Intelligence for graph coloring algorithm.
Neurocomputing, 2014

Extreme learning machines for soybean classification in remote sensing hyperspectral images.
Neurocomputing, 2014

Random forest active learning for AAA thrombus segmentation in computed tomography angiography images.
Neurocomputing, 2014

Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI.
Neurocomputing, 2014

Applications of Hybrid Extreme Rotation Forests for image segmentation.
Int. J. Hybrid Intell. Syst., 2014

Energy demands of diverse spiking cells from the neocortex, hippocampus, and thalamus.
Frontiers Comput. Neurosci., 2014

Reinforcement learning of ball screw feed drive controllers.
Eng. Appl. Artif. Intell., 2014

Design and Development of a Mobile Cardiac Rehabilitation System.
Cybern. Syst., 2014

Sparse unmixing via WM algorithm for hyperspectral images.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Experiments on Trust Prediction Based on Reputation Features.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014

Effect of Initial Conditioning of Reinforcement Learning Agents on Feedback Control Tasks over Continuous State and Action Spaces.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014

Specification of Extended Reflexive Ontologies in the context of CDSS.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

A proposal of Texture Features for interactive CTA Segmentation by Active Learning.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Findings in resting-state fMRI by differences from K-means clustering.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Hygehos Home: an innovative remote follow-up system for chronic patients.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

On the Effect of High Order Reputation Information on Trust Prediction in Wikipedia's Vote Network.
Proceedings of the 2014 European Network Intelligence Conference, 2014

Recipe tuning by reinforcement learning in the SandS ecosystem.
Proceedings of the 6th International Conference on Computational Aspects of Social Networks, 2014

2013
Transfer learning with Partially Constrained Models: Application to reinforcement learning of linked multicomponent robot system control.
Robotics Auton. Syst., 2013

Further results on dissimilarity spaces for hyperspectral images RF-CBIR.
Pattern Recognit. Lett., 2013

Bridging challenges of clinical decision support systems with a semantic approach. A case study on breast cancer.
Pattern Recognit. Lett., 2013

Special issue on "Innovative knowledge based techniques in pattern recognition".
Pattern Recognit. Lett., 2013

Extreme Learning Machines for Feature Selection and Classification of Cocaine Dependent Patients on Structural MRI Data.
Neural Process. Lett., 2013

Special issue: Selected papers of KES2012 - Part 2 of 2.
Int. J. Knowl. Based Intell. Eng. Syst., 2013

Special issue: Selected papers of KES2012 - Part 1 of 2.
Int. J. Knowl. Based Intell. Eng. Syst., 2013

Trust models and applications in communication and multi-agent systems.
Int. J. Knowl. Based Intell. Eng. Syst., 2013

Tuning of Adaptive Weight Depth Map Generation Algorithms - Exploratory Data Analysis and Design of Computer Experiments (DOCE).
J. Math. Imaging Vis., 2013

Undesired state-action prediction in multi-agent reinforcement learning for linked multi-component robotic system control.
Inf. Sci., 2013

Lattice independent component analysis feature selection on diffusion weighted imaging for Alzheimer's disease classification.
Neurocomputing, 2013

Fusion of lattice independent and linear features improving face identification.
Neurocomputing, 2013

Learning parsimonious dendritic classifiers.
Neurocomputing, 2013

Deformation based feature selection for Computer Aided Diagnosis of Alzheimer's Disease.
Expert Syst. Appl., 2013

Current Research Advances and Implementations in Smart Knowledge-Based Systems: Part II.
Cybern. Syst., 2013

Current Research Advances and Implementations in Smart Knowledge-Based Systems: Part I.
Cybern. Syst., 2013

Swarm Graph Coloring for the Identification of User Groups on ERP Logs.
Cybern. Syst., 2013

An Empirical Evaluation of Interest Point Detectors.
Cybern. Syst., 2013

Impact of Reflexive Ontologies in Semantic Clinical Decision Support Systems.
Cybern. Syst., 2013

Social things - The SandS instantiation.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

On spatial regularization for semisupervised hyperspectral image segmentation using hybrid extreme rotation forest.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

DITEC - Experimental Analysis of an Image Characterization Method based on the Trace Transform.
Proceedings of the VISAPP 2013, 2013

A New Evaluation Framework and Image Dataset for Keypoint Extraction and Feature Descriptor Matching.
Proceedings of the VISAPP 2013, 2013

Clustering of Anonymized Users in an Enterprise Intranet Social Network.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Artificial Neural Network Modeling of a Photovoltaic Module.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

A Domestic Application of Intelligent Social Computing: The SandS Project.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Empirical Study of the Sensitivity of CACLA to Sub-optimal Parameter Setting in Learning Feedback Controllers.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

User Assistance Tool for a WebService ERP.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2013

Convergence results on the stable states of a Gravitational Swarm solving the Graph Coloring Problem.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013

Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Greedy Sparsification WM Algorithm for Endmember Induction in Hyperspectral Images.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

A Neural Network Approximation of L-MCRS Dynamics for Reinforcement Learning Experiments.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

An Empirical Study of Actor-Critic Methods for Feedback Controllers of Ball-Screw Drivers.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Results on a Lattice Computing Based Group Analysis of Schizophrenic Patients on Resting State fMRI.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Meta-ensembles of Classifiers for Alzheimer's Disease Detection Using Independent ROI Features.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

An Ensemble of Classifiers Guided by the AAL Brain Atlas for Alzheimer's Disease Detection.
Proceedings of the Advances in Computational Intelligence, 2013

A Discussion on Trust Requirements for a Social Network of Eahoukers.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Social and Smart: Towards an Instance of Subconscious Social Intelligence.
Proceedings of the Engineering Applications of Neural Networks, 2013

Diagnosis of Bipolar Disorder Based on Principal Component Analysis and SVM.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Instances of subconscious social intelligent computing.
Proceedings of the Fifth International Conference on Computational Aspects of Social Networks, 2013

2012
A Spectral/Spatial CBIR System for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Face recognition with lattice independent component analysis and extreme learning machines.
Soft Comput., 2012

An endmember-based distance for content based hyperspectral image retrieval.
Pattern Recognit., 2012

A Two Stage Sequential Ensemble Applied to the Classification of Alzheimer's Disease Based on MRI Features.
Neural Process. Lett., 2012

Lattice independent component analysis for appearance-based mobile robot localization.
Neural Comput. Appl., 2012

Knowledge management in image-based analysis of blood vessel structures.
Knowl. Inf. Syst., 2012

The Kosko Subsethood Fuzzy Associative Memory (KS-FAM): Mathematical Background and Applications in Computer Vision.
J. Math. Imaging Vis., 2012

Special Issue on Hybrid Artificial Intelligent Systems.
J. Math. Imaging Vis., 2012

Visual Servoing of Legged Robots.
J. Math. Imaging Vis., 2012

A Pruning Algorithm for Stable Voronoi Skeletons.
J. Math. Imaging Vis., 2012

Semantic speech recognition in the Basque context Part I: cross-lingual approaches.
Int. J. Speech Technol., 2012

Experiments for the selection of sub-word units in the Basque context for semantic tasks.
Int. J. Speech Technol., 2012

Semantic speech recognition in the Basque context Part II: language identification for under-resourced languages.
Int. J. Speech Technol., 2012

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

Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI.
Neurocomputing, 2012

Effect of Spatial Percolation on the convergence of a Graph Coloring Boid Swarm.
Int. J. Artif. Intell. Tools, 2012

Special issue: <i>HAIS</i> 2010.
Log. J. IGPL, 2012

A morphological cellular automata based on morphological independence.
Log. J. IGPL, 2012

A hybrid spatial - social - logical model explaining human behaviour in emergency situations.
Log. J. IGPL, 2012

Endmember induction by lattice associative memories and multi-objective genetic algorithms.
EURASIP J. Adv. Signal Process., 2012

Building Domain Ontologies from Engineering Standards.
Cybern. Syst., 2012

Using Set of Experience Knowledge Structure to Extend a Rule Set of Clinical Decision Support System for Alzheimer's Disease Diagnosis.
Cybern. Syst., 2012

Improving the Control of Single Robot Hose Transport.
Cybern. Syst., 2012

Lattice auto-associative memories induced supervised ordering defining a multivariate morphology on hyperspectral data.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Dynamic Tabu Search for Non Stationary Social Network Identification Based on Graph Coloring.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

A Semantic Clinical Decision Support System: conceptual architecture and implementation guidelines.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Trust in communication and multiagent systems.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

A Comparative Study of Classifier Ensembles for Karyotyping.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Speed-up of a Knowledge-Based Clinical Diagnosis System using Reflexive Ontologies.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Spherical coordinates framed RGB color space dichromatic reflection model based image segmentation: Application to wildland fires' outlines extraction.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Abdominal CTA image analisys through active learning and decision random forests: Aplication to AAA segmentation.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Dictionary based Hyperspectral Image Retrieval.
Proceedings of the ICPRAM 2012, 2012

About Gradient Operators on Hyperspectral Images.
Proceedings of the ICPRAM 2012, 2012

Hybrid multivariate morphology using lattice auto-associative memories for resting-state fMRI network discovery.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012

Lattice computing in hybrid intelligent systems.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012

Active learning of Hybrid Extreme Rotation Forests for CTA image segmentation.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012

Hybrid Computational Methods for Hyperspectral Image Analysis.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Cocaine Dependent Classification Using Brain Magnetic Resonance Imaging.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

An Empirical Comparison of Some Approximate Methods for Graph Coloring.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

A Novel Lattice Associative Memory Based on Dendritic Computing.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Image Security and Biometrics: A Review.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

A Hybrid Segmentation of Abdominal CT Images.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary Optimization.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Image Analysis Pipeline for Automatic Karyotyping.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
Cooperative Multi-Agent Reinforcement Learning for Multi-Component Robotic Systems: guidelines for future research.
Paladyn J. Behav. Robotics, 2011

Neuro-evolutionary mobile robot egomotion estimation with a 3D ToF camera.
Neural Comput. Appl., 2011

Lattice independent component analysis for functional magnetic resonance imaging.
Inf. Sci., 2011

Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI.
Comput. Biol. Medicine, 2011

Detection of type II endoleaks in abdominal aortic aneurysms after endovascular repair.
Comput. Biol. Medicine, 2011

Preserving Virtual Engineering Knowledge through the Product Life Cycle.
Cybern. Syst., 2011

On the validation of a spectral/spatial CBIR system for hyperspectral images.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Validation of a Hyperspectral Content-Based Information Retrieval (RS-CBIR) System Upon Scarce Data.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Further Results on Alzheimer Disease Detection on Structural MRI Features.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Optimal Hyperbox Shrinking in Dendritic Computing Applied to Alzheimer's Disease Detection in MRI.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Experiments for the Selection of Sub-Word Units in the Basque Context.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Language Identification for Under-Resourced Languages in the Basque Context.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Cross-Lingual Approaches: The Basque Case.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Gravitational Swarm Approach for Graph Coloring.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2011

Further results of Gravitational Swarm Intelligence for Graph Coloring.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Towards Relevance Dendritic Computing.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

An Architecture for the Semantic Enhancement of Clinical Decision Support Systems.
Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

Alzheimer Disease Classification on Diffusion Weighted Imaging Features.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Experiments on Lattice Independent Component Analysis for Face Recognition.
Proceedings of the New Challenges on Bioinspired Applications, 2011

High Resolution Segmentation of CSF on Phase Contrast MRI.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems.
Proceedings of the Foundations on Natural and Artificial Computation, 2011

Exploration of LICA Detections in Resting State fMRI.
Proceedings of the New Challenges on Bioinspired Applications, 2011

A Geometrical Method of Diffuse and Specular Image Components Separation.
Proceedings of the Advances in Computational Intelligence, 2011

Deformation Based Features for Alzheimer's Disease Detection with Linear SVM.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

A Hybrid Color Distance for Image Segmentation.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

A Hybrid System for Survival Analysis after EVAR Treatment of AAA.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Empirical Study of Q-Learning Based Elemental Hose Transport Control.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Towards Concurrent Q-Learning on Linked Multi-Component Robotic Systems.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010
Linked multi-component mobile robots: Modeling, simulation and control.
Robotics Auton. Syst., 2010

Real-time optical markerless tracking for augmented reality applications.
J. Real Time Image Process., 2010

A lattice computing approach for on-line fMRI analysis.
Image Vis. Comput., 2010

On the potential contributions of hybrid intelligent approaches to Multicomponent Robotic System development.
Inf. Sci., 2010

Experiments on Robotic Multi-agent System for Hose Deployment and Transportation.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

A Color Transformation for Robust Detection of Color Landmarks in Robotic Contexts.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

Interactive Multimedia Tabletops (IMT) for Casual Users.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

A Computer-Aided Decision Support System for Shoulder Pain Pathology.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

Towards a Proposal for a Vessel Knowledge Representation Model.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Percolating Swarm Dynamics.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Further Results on Swarms Solving Graph Coloring.
Proceedings of the Computational Science and Its Applications, 2010

A Stable Skeletonization for Tabletop Gesture Recognition.
Proceedings of the Computational Science and Its Applications, 2010

Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-Up.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

An image color gradient preserving color constancy.
Proceedings of the FUZZ-IEEE 2010, 2010

Face Processing for Security: A Short Review.
Proceedings of the Computational Intelligence in Security for Information Systems 2010, 2010

2009
An Architecture for the Semantic Enhancement of Virtual Engineering Applications.
Proceedings of the Natural Intelligence for Scheduling, Planning and Packing Problems, 2009

Two lattice computing approaches for the unsupervised segmentation of hyperspectral images.
Neurocomputing, 2009

Lattice computing and natural computing.
Neurocomputing, 2009

An adaptive field rule for non-parametric MRI intensity inhomogeneity estimation algorithm.
Neurocomputing, 2009

Recycled paper visual indexing for quality control.
Expert Syst. Appl., 2009

Domain Modeling Based on Engineering Standards.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

Bayesian Reflectance Component Separation.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

An Improved Evolutionary Approach for Egomotion Estimation with a 3D TOF Camera.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

Results of an Adaboost Approach on Alzheimer's Disease Detection on MRI.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

On the Control of a Multi-robot System for the Manipulation of an Elastic Hose.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Watermarking Authentication Based on the Orthogonality of Pseudo-Random Binary Sequences.
Proceedings of the 2009 International Conference on Image Processing, 2009

Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Stent Graft Change Detection After Endovascular Abdominal Aortic Aneurysm Repair.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Segmentation of Abdominal Aortic Aneurysms in CT Images Using a Radial Model Approach.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

An Automatic Segmentation and Reconstruction of Mandibular Structures from CT-Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Lattice Independent Component Analysis for fMRI Analysis.
Proceedings of the Artificial Neural Networks, 2009

Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Chaotic Patterns in Crowd Simulation.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

2008
Visual Texture Characterization of Recycled Paper Quality.
Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

Random Forest Classifiers for Real-Time Optical Markerless Tracking.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Endmember Extraction Methods: A Short Review.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Neuro-Evolutive System for Ego-Motion Estimation with a 3D Camera.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Economical Implementation of Control Loops for Multi-robot Systems.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Towards the Adaptive Control of a Multirobot System for an Elastic Hose.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

On the Need of Hybrid Intelligent Systems in Modular and Multi Robotics.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

A brief review of lattice computing.
Proceedings of the FUZZ-IEEE 2008, 2008

Comments on an evolutionary intensity inhomogeneity correction algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

On the ability of Swarms to compute the 3-coloring of graphs.
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2007
Convex Coordinates From Lattice Independent Sets for Visual Pattern Recognition.
Proceedings of the Computational Intelligence Based on Lattice Theory, 2007

A parametric gradient descent MRI intensity inhomogeneity correction algorithm.
Pattern Recognit. Lett., 2007

Morphological neural networks and vision based simultaneous localization and mapping.
Integr. Comput. Aided Eng., 2007

Lattice Independence and Vision Based Mobile Robot Navigation.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Contribution to Legged Robot Visual Servoing.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Morphological Independence for Landmark Detection in Vision Based SLAM.
Proceedings of the Computational and Ambient Intelligence, 2007

Derivation of SOM-Like Rules for Intensity Inhomogeneity Correction in MRI.
Proceedings of the Computational and Ambient Intelligence, 2007

Modeling a Legged Robot for Visual Servoing.
Proceedings of the Computational Science and Its Applications, 2007

SOM for intensity inhomogeneity correction in MRI.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006
Innovae Emotional Trainer: an Interactive System to Measure People's Acting Skills.
Proceedings of the IEEE International Conference on Virtual Environments, 2006

On Clustering Performance Indices for Multispectral Images.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Convergence of SOM and NG as GNC algorithms.
Proceedings of the International Joint Conference on Neural Networks, 2006

A MOGA to Place the Watermark in an Hyperspectral Image.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

SOM and Neural Gas as Graduated Nonconvexity Algorithms.
Proceedings of the Computational Science and Its Applications, 2006

Morphological Neural Networks and Vision Based Mobile Robot Navigation.
Proceedings of the Artificial Neural Networks, 2006

Convex Coordinates Based on Lattice Independent Sets as Pattern Features.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Morphological Neural Networks for Real-time Vision Based Self-Localization.
Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005

Hyperspectral Image Watermarking with an Evolutionary Algorithm.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Content Based Retrieval of Hyperspectral Images Using AMM Induced Endmembers.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

A Gradient Descent MRI Illumination Correction Algorithm.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

CBIR indexing hyperspectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Introducing a watermarking with a multi-objective genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Morphological memories for feature extraction in hyperspectral images.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004
A probabilistic hit-and-miss transform for face localization.
Pattern Anal. Appl., 2004

A single individual evolutionary strategy for endmember search in hyperspectral images.
Inf. Sci., 2004

Overview of the issue: FEA 2002.
Inf. Sci., 2004

Usability analysis of a pointing gesture interface.
Proceedings of the IEEE International Conference on Systems, 2004

Feature Extraction by Linear Spectral Unmixing.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

An instantaneous memetic algorithm for illumination correction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Selección de unidades léxicas para reconocimiento automático del habla continua en euskera.
Proces. del Leng. Natural, 2003

Guest Editorial: Special Issue on Morphological Neural Networks.
J. Math. Imaging Vis., 2003

Morphological Scale Spaces and Associative Morphological Memories: Results on Robustness and Practical Applications.
J. Math. Imaging Vis., 2003

Feedback Synchronization of Chaotic Systems.
Int. J. Bifurc. Chaos, 2003

Statistical transmission delay guarantee for nonreal-time traffic multiplexed with real-time traffic.
Comput. Commun., 2003

Exploring simple visual languages for real time human-computer interaction.
Proceedings of the IEEE International Conference on Virtual Environments, 2003

On the Application of Associative Morphological Memories to Hyperspectral Image Analysis.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Associative morphological memories for endmember induction.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Hyperspectral image analysis with associative morphological memories.
Proceedings of the 2003 International Conference on Image Processing, 2003

Associative morphological memories for endmember determination in spectral unmixing.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Associative morphological memories for spectral unmixing.
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

Selection of Lexical Units for Continuous Speech Recognition of Basque.
Proceedings of the Progress in Pattern Recognition, 2003

Decision Tree-Based Context Dependent Sublexical Units for Continuous Speech Recognition of Basque.
Proceedings of the Progress in Pattern Recognition, 2003

2002
Cost of synchronizing different chaotic systems.
Math. Comput. Simul., 2002

On the Study of Genetic Algorithms to Evaluate Simplified Models for Protein Structure Prediction.
Proceedings of the 6th Joint Conference on Information Science, 2002

On Endmember Detection in Hyperspectral Images with Morphological Associative Memories.
Proceedings of the Advances in Artificial Intelligence, 2002

2001
Face localization based on the morphological multiscale fingerprints.
Pattern Recognit. Lett., 2001

Evolutionary algorithms.
Inf. Sci., 2001

Experimental results of an evolution-based adaptation strategy for VQ image filtering.
Inf. Sci., 2001

On the Application of Heteroassociative Morphological Memories to Face Localization.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

Morphological Neural Networks for Vision Based Self-Localization.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

On the application of morphological heteroassociative neural networks.
Proceedings of the 2001 International Conference on Image Processing, 2001

Visual self-localization with morphological neural networks.
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000
A Near Real-Time Evolution-Based Adaptation Strategy for Dynamic Color Quantization of Image Sequences.
Inf. Sci., 2000

Neural learning for distributions on categorical data.
Neurocomputing, 2000

Testing Some Morphological Approaches to Face Localization.
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000

Morphological Neural Networks for Robust Visual Processing in Mobile Robotics.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Increased Robustness in Visual Processing with SOM-Based Filtering.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Face Localization Based on the Morphological Multiscale Fingerprint.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Grayscale Hit-or-Miss Transform Based on Level Sets.
Proceedings of the 2000 International Conference on Image Processing, 2000

VQ Based Bayesian Image Filtering.
Proceedings of the 2000 International Conference on Image Processing, 2000

Competitive neural networks for robust computation of the optical flow.
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999
Genetic Algorithms: Bridging the Convergence Gap.
Theor. Comput. Sci., 1999

Basic Competitive Neural Networks as Adaptive Mechanisms for Non-Stationary Colour Quantisation.
Neural Comput. Appl., 1999

Bayesian VQ Image Filtering Design with Fast Adaption Competitive Neural Networks.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

1998
A Comparison of Experimental Results with an Evolution Strategy and Competitive Neural Networks for Near Real-Time Color Quantization of Image Sequences.
Appl. Intell., 1998

Una estrategia evolutiva para clustering no estacionario.
Inteligencia Artif., 1998

Robust and Fast Face Localization on Image Sequences.
Proceedings of the EUROMEDIA 1998 featuring WEBTEC-MEDIATEC-COMTEC-APTEC, 1998

ANN for facial information processing: a review of recent approaches.
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998

1997
Structure of the high-order Boltzmann machine from independence maps.
IEEE Trans. Neural Networks, 1997

A Sensitivity Analysis of the Self Organizing Maps as an Adaptive One-pass Non-stationary Clustering Algorithm: the Case of Color Quantization of Image Sequences.
Neural Process. Lett., 1997

Experiments of Fast Learning with High Order Boltzmann Machines.
Appl. Intell., 1997

Competitive neural networks as adaptive algorithms for nonstationary clustering: experimental results on the color quantization of image sequences.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Experimental Results of a Michigan-like Evolution Strategy for Non-stationary Clustering.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

Self organizing map for adaptive non-stationary clustering: some experimental results on color quantization of image sequences.
Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

An approach to face localization based on signature analysis.
Proceedings of the ESCA Workshop on Audio-Visual Speech Processing, 1997

1996
Convergence Properties of High-order Boltzmann Machines.
Neural Networks, 1996

Application of high-order Boltzmann machines in OCR.
Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996

1995
An analysis of the GLVQ algorithm.
IEEE Trans. Neural Networks, 1995

The high-order Boltzmann machine: learned distribution and topology.
IEEE Trans. Neural Networks, 1995

Competitive stochastic neural networks for Vector Quantization of images.
Neurocomputing, 1995

High Order Boltzmann Machines with Continuous Units: Some Experimental Results.
Proceedings of the From Natural to Artificial Neural Computation, 1995

1994
High-order Boltzmann machines applied to the Monk's problems.
Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994

1993
Solving Satisfiability Via Boltzmann Machines.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Local Stochastic Competition and Vector Quantization.
Proceedings of the New Trends in Neural Computation, 1993

Towards the Distributed Implementation of Discrete Event Simulation Languages.
Proceedings of the Decentralized and Distributed Systems, 1993

Genetic Algorithms Elitist Probabilistic of Degree 1, a generalization of Simulated Annealing.
Proceedings of the Advances in Artificial Intelligence, 1993

1991
Computational Experiments with Boltzmann Machines.
Proceedings of the Artificial Neural Networks, 1991


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