Bio-Inspired Systems: Computational

Visualization Methods for Growing Self-Organizing Maps
- Making Standard SOM Invariant to the Initial Conditions
- The Complexity of the Batch Neural Gas Extended to Local PCA
- Self Organized Dynamic Tree Neural Network
- Development of Neural Network Structure with Biological Mechanisms
- Fuzzy Systems
- Fuzzy Logic, Soft Computing, and Applications
- A Similarity-Based WAM for Bousi~Prolog
- On the Declarative Semantics of Multi-Adjoint Logic Programs
- A Complete Logic for Fuzzy Functional Dependencies over Domains with Similarity Relations
- RFuzzy: An Expressive Simple Fuzzy Compiler
- Overcoming Non-commutativity in Multi-adjoint Concept Lattices
- Evolutionary Fuzzy Scheduler for Grid Computing
- Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System
- A t-Norm Based Approach to Edge Detection
- Evolutionary Computation and Genetic Algoritms
- Applying Evolutionary Computation Methods to Formal Testing and Model Checking
- Applying Evolutionary Techniques to Debug Functional Programs
- Aiding Test Case Generation in Temporally Constrained State Based Systems Using Genetic Algorithms
- Creation of Specific-to-Problem Kernel Functions for Function Approximation
- Combining Genetic Algorithms and Mutation Testing to Generate Test Sequences
- Testing Restorable Systems by Using RFD
- RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks
- An Evolutionary Hierarchical Clustering Method with a Visual Validation Tool
- An Adaptive Parameter Control for the Differential Evolution Algorithm
- Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms
- A Genetic Algorithm for ANN Design, Training and Simplification
- Pattern Recognition
- Graph-Based Representations in Pattern Recognition and Computational Intelligence
- Kernelization of Softassign and Motzkin-Strauss Algorithms
- Connectivity Forests for Homological Analysis of Digital Volumes
- Energy-Based Perceptual Segmentation Using an Irregular Pyramid
- Hierarchical Graphs for Data Clustering
- Real Adaboost Ensembles with Emphasized Subsampling
- Using the Negentropy Increment to Determine the Number of Clusters
- A Wrapper Method for Feature Selection in Multiple Classes Datasets
- Formal Languages in Linguistics
- New Challenges in the Application of Non-classical Formal Languages to Linguistics
- PNEPs, NEPs for Context Free Parsing: Application to Natural Language Processing
- A Hyprolog Parsing Methodology for Property Grammars
- Adaptable Grammars for Non-Context-Free Languages
- Reduction and Antecedent-Anaphora Relations in the Language of Acyclic Recursion
- Permutation Languages in Formal Linguistics
- Agents and Multi-agent on Intelligent Systems
- Thomas: Practical Applications of Agents and Multiagent Systems
- INGENIAS Development Process Assisted with Chains of Transformations
- A Secure Group-Oriented Model for Multiagent Systems
- Interactive Animation of Agent Formation Based on Hopfield Neural Networks
- The INGENIAS Development Kit: A Practical Application for Crisis-Management
- The Delphi Process Applied to African Traditional Medicine
- Composing and Ensuring Time-Bounded Agent Services
- An Organisation-Based Multiagent System for Medical Emergency Assistance
- TEMMAS: The Electricity Market Multi-Agent Simulator
- Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks
- Multi-Agent System Theory for Modelling a Home Automation System
- THOMAS-MALL: A Multiagent System for Shopping and Guidance in Malls
- Multiagent-Based Educational Environment for Dependents
- Social and Cognitive System for Learning Negotiation Strategies with Incomplete Information
- Evaluation of Multi-Agent System Communication in INGENIAS
- Agents Jumping in the Air: Dream or Reality?
- Using Scenarios to Draft the Support of Intelligent Tools for Frail Elders in the SHARE-it Approach
- On the Road to an Abstract Architecture for Open Virtual Organizations
- Brain-Computer Interface (BCI)
- Using Rest Class and Control Paradigms for Brain Computer Interfacing
- The Training Issue in Brain-Computer Interface: A Multi-disciplinary Field
- A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification
- Multiple AM Modulated Visual Stimuli in Brain-Computer Interface
- A Brain-Computer Interface Based on Steady State Visual Evoked Potentials for Controlling a Robot
- Asynchronous Brain-Computer Interface to Navigate in Virtual Environments Using One Motor Imagery
- Impact of Frequency Selection on LCD Screens for SSVEP Based Brain-Computer Interfaces
- Multiobjetive Optimization
- Multiobjective Evolutionary Algorithms: Applications in Real Problems
- Evolutionary Genetic Algorithms in a Constraint Satisfaction Problem: Puzzle Eternity II
- Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-Hoc Networks
- Application Synthesis for MPSoCs Implementation Using Multiobjective Optimization
- Multi Objective Optimization Algorithm Based on Neural Networks Inversion
- EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design
- Performance Measures for Dynamic Multi-Objective Optimization
- Robotics
- Methods for Artificial Evolution of Truly Cooperative Robots
- Social Robot Paradigms: An Overview
- A Dual Graph Pyramid Approach to Grid-Based and Topological Maps Integration for Mobile Robotics
- Integrating Graph-Based Vision Perception to Spoken Conversation in Human-Robot Interaction
- From Vision Sensor to Actuators, Spike Based Robot Control through Address-Event-Representation
- Automatic Generation of Biped Walk Behavior Using Genetic Algorithms
- Motion Planning of a Non-holonomic Vehicle in a Real Environment by Reinforcement Learning*
- Bioinformatics
- Applications in Bio-informatics and Biomedical Engineering
- A Large-Scale Genomics Studies Conducted with Batch-Learning SOM Utilizing High-Performance Supercomputers
- Clustering Method to Identify Gene Sets with Similar Expression Profiles in Adjacent Chromosomal Regions
- On Selecting the Best Pre-processing Method for Affymetrix Genechips
- Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection
- Protein Structure Prediction by Evolutionary Multi-objective Optimization: Search Space Reduction by Using Rotamers
- Using Efficient RBF Networks to Classify Transport Proteins Based on PSSM Profiles and Biochemical Properties
- Artificial Neural Network Based Algorithm for Biomolecular Interactions Modeling
- Biomedical Applications
- Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM)
- A Theoretical Model for the Dengue Epidemic Using Delayed Differential Equations: Numerical Approaches
- System Identification of Dengue Fever Epidemics in Cuba
- HIV Model Described by Differential Inclusions
- Data Mining in Complex Diseases Using Evolutionary Computation
- Using UN/CEFACT'S Modelling Methodology (UMM) in e-Health Projects
- Matrix Metric Adaptation Linear Discriminant Analysis of Biomedical Data
- SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease
- Automatic System for Alzheimer's Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules
- On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI
- Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test
- Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines
- Artificial Intelligent Systems Based on Supervised HUMANN for Differential Diagnosis of Cognitive Impairment: Towards a 4P-HCDS
- Stratification Methodologies for Neural Networks Models of Survival
- Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients
- Ranking of Brain Tumour Classifiers Using a Bayesian Approach
- Feature Selection with Single-Layer Perceptrons for a Multicentre 1H-MRS Brain Tumour Database
- Weakly-Supervised Classification with Mixture Models for Cervical Cancer Detection
- Edges Detection of Clusters of Microcalcifications with SOM and Coordinate Logic Filters
- A New Methodology for Feature Selection Based on Machine Learning Methods Applied to Glaucoma
- Tissue Recognition Approach to Pressure Ulcer Area Estimation with Neural Networks
- Classification of Schistosomiasis Prevalence Using Fuzzy Case-Based Reasoning
- BAC Overlap Identification Based on Bit-Vectors
- Ambient Assisted Living (AAL) and Ambient Intelligence (AI)
- AAL and the Mainstream of Digital Home
- Legal Concerns Regarding AmI Assisted Living in the Elderly, Worldwide and in Romania
- Construction and Debugging of a Multi-Agent Based Simulation to Study Ambient Intelligence Applications
- Easing the Smart Home: Translating Human Hierarchies to Intelligent Environments
- Wireless Sensor Networks in Home Care
- Indoor Localization Based on Neural Networks for Non-dedicated ZigBee Networks in AAL
- Managing Ambient Intelligence Sensor Network Systems, an Agent Based Approach
- Ambulatory Mobility Characterization Using Body Inertial Systems: An Application to Fall Detection
- User Daily Activity Classification from Accelerometry Using Feature Selection and SVM
- A Metrics Review for Performance Evaluation on Assisted Wheelchair Navigation
- Conventional Joystick vs. Wiimote for Holonomic Wheelchair Control
- Normal versus Pathological Cognitive Aging: Variability as a Constraint of Patients Profiling for AmI Design
- Other Applications
- Estimating the Embedding Dimension Distribution of Time Series with SOMOS
- Training Methods and Analysis of Composite, Evolved, On-Line Networks for Time Series Prediction
- Special Time Series Prediction: Creep of Concrete
- Artificial Neural Networks in Urban Runoff Forecast
- A Secret Sharing Scheme for Digital Images Based on Cellular Automata and Boolean Functions
- Shapes Description by a Segments-Based Neural Network
- Protecting DCT Templates for a Face Verification System by Means of Pseudo-random Permutations
- Efficient Parallel Feature Selection for Steganography Problems
- Mobile Applications: MovilPIU and Mobiblio
- A Case Study of a Pull WAP Location-Based Service Incorporating Maps Services
- A Mobile Tourist Decision Support System for Small Footprint Devices
- Stereo-MAS: Multi-Agent System for Image Stereo Processing
- Participatory EHPR: A Watermarking Solution
- Bus Network Scheduling Problem: GRASP + EAs with PISA * Simulation
- Wine Classification with Gas Sensors Combined with Independent Component Analysis and Neural Networks
- Experiments and Reference Models in Training Neural Networks for Short-Term Wind Power Forecasting in Electricity Markets
- Intrusion Detection Method Using Neural Networks Based on the Reduction of Characteristics
- Evaluating the Performance of the Multilayer Perceptron as a Data Editing Tool
- A.N.N. Based Approach to Mass Biometry Taking Advantage from Modularity
- Thresholded Neural Networks for Sensitive Industrial Classification Tasks
- ANN Based Solutions: It Is Time to Defeat Real-World and Industrial Dilemmas
- Pollution Alarm System in Mexico