Development of a Communication Support Device Controlled by Eye Movements and Voluntary Eye Blink
IEICE - Transactions on Information and Systems
Evolving fuzzy classifiers using different model architectures
Fuzzy Sets and Systems
Recurrent neural networks training with stable bounding ellipsoid algorithm
IEEE Transactions on Neural Networks
SOFMLS: online self-organizing fuzzy modified least-squares network
IEEE Transactions on Fuzzy Systems
Nature-inspired techniques for conformance testing of object-oriented software
Applied Soft Computing
Evolving Intelligent Systems: Methodology and Applications
Evolving Intelligent Systems: Methodology and Applications
Handling drifts and shifts in on-line data streams with evolving fuzzy systems
Applied Soft Computing
Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications
Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications
Incremental learning with multi-level adaptation
Neurocomputing
User modeling: Through statistical analysis and subspace learning
Expert Systems with Applications: An International Journal
Computers & Mathematics with Applications
Creating Evolving User Behavior Profiles Automatically
IEEE Transactions on Knowledge and Data Engineering
Learning in Non-Stationary Environments: Methods and Applications
Learning in Non-Stationary Environments: Methods and Applications
FLEXFIS: A Robust Incremental Learning Approach for Evolving Takagi–Sugeno Fuzzy Models
IEEE Transactions on Fuzzy Systems
Multivariable Gaussian Evolving Fuzzy Modeling System
IEEE Transactions on Fuzzy Systems
Uniformly Stable Backpropagation Algorithm to Train a Feedforward Neural Network
IEEE Transactions on Neural Networks
Convergence Study in Extended Kalman Filter-Based Training of Recurrent Neural Networks
IEEE Transactions on Neural Networks
Identification of Extended Hammerstein Systems Using Dynamic Self-Optimizing Neural Networks
IEEE Transactions on Neural Networks
IEEE Transactions on Fuzzy Systems
Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An error passivation approach to filtering for switched neural networks with noise disturbance
Neural Computing and Applications
Online activity recognition using evolving classifiers
Expert Systems with Applications: An International Journal
| Hi-index | 0.00 |
In this paper, the modelling problem of brain and eye signals is considered. To solve this problem, three important evolving and stable intelligent algorithms are applied: the sequential adaptive fuzzy inference system (SAFIS), uniform stable backpropagation algorithm (SBP), and online self-organizing fuzzy modified least-squares networks (SOFMLS). The effectiveness of the studied methods is verified by simulations.