On-line learning in neural networks

On-line learning in changing environments with applications in supervised and unsupervised learning

Neural Networks - Computational models of neuromodulation

Online Approximations for Wind-Field Models

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

An Extensible Agent Architecture for a Competitive Market-Based Allocation of Consumer Attention Space

AAMAS '02 Revised Papers from the Workshop on Agent Mediated Electronic Commerce on Agent-Mediated Electronic Commerce IV, Designing Mechanisms and Systems

Stochastic trapping in a solvable model of on-line independent component analysis

Neural Computation

Adaptive speech recognition with evolving connectionist systems

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Spoken language analysis, modeling and recognition-statistical and adaptive connectionist approaches

Closed-form expressions of some stochastic adapting equations for nonlinear adaptive activation function neurons

Neural Computation

Statistical dynamics of on-line independent component analysis

The Journal of Machine Learning Research

Statistical dynamics of on-line independent component analysis

The Journal of Machine Learning Research

Performance analysis of LVQ algorithms: a statistical physics approach

Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05

Incremental Support Vector Learning: Analysis, Implementation and Applications

The Journal of Machine Learning Research

Dynamics and Generalization Ability of LVQ Algorithms

The Journal of Machine Learning Research

An intelligent navigator for seamless INS/GPS integrated land vehicle navigation applications

Applied Soft Computing

A neural-network approach to high-precision docking of autonomous vehicles/platforms

Robotica

Machine learning: a review of classification and combining techniques

Artificial Intelligence Review

Solving and learning a tractable class of soft temporal constraints: Theoretical and experimental results

AI Communications - Constraint Programming for Planning and Scheduling

Covariate Shift Adaptation by Importance Weighted Cross Validation

The Journal of Machine Learning Research

A systematic comparison of flat and standard cascade-correlation using a student-teacher network approximation task

Connection Science

Variable step search algorithm for feedforward networks

Neurocomputing

A Theoretical Analysis of On-Line Learning Using Correlated Examples

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Statistical Mechanics of On-line Learning

Similarity-Based Clustering

Participating in Cognition: The Interactive Search Optimization Algorithm

Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference

Evaluation of robustness and performance of early stopping rules with multi layer perceptrons

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Online training of hierarchical RBF

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I

A hierarchical RBF online learning algorithm for real-time 3-D scanner

IEEE Transactions on Neural Networks

A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education

Knowledge-Based Systems

An incremental adaptive neural network model for online noisy data regression and its application to compartment fire studies

Applied Soft Computing

Window-based example selection in learning vector quantization

Neural Computation

An incremental ensemble of classifiers

Artificial Intelligence Review

A dynamic meta-learning rate-based model for gold market forecasting

Expert Systems with Applications: An International Journal

Learning on-line classification via decorrelated LMS algorithm: application to brain-computer interfaces

DS'05 Proceedings of the 8th international conference on Discovery Science

Statistical mechanics of reward-modulated learning in decision-making networks

Neural Computation

Neuro-fuzzy integrated system with its different domain applications

International Journal of Intelligent Systems Technologies and Applications

Benchmarking pareto archiving heuristics in the presence of concept drift: diversity versus age

Proceedings of the 15th annual conference on Genetic and evolutionary computation

An approach for designing neural cryptography

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I

Convergence of online gradient method for feedforward neural networks with smoothing L 1/2 regularization penalty

Neurocomputing