The upstart algorithm: a method for constructing and training feedforward neural networks

A penalty-function approach for pruning feedforward neural networks

Neural Computation

Efficient adaptive learning for classification tasks with binary units

Neural Computation

Feature Selection vs Theory Reformulation: A Study of Genetic Refinement of Knowledge-based Neural Networks

Machine Learning - Special issue on multistrategy learning

Evolving the Topology and the Weights of Neural Networks Using a Dual Representation

Applied Intelligence

A Neural Network with Evolutionary Neurons

Neural Processing Letters

Many-layered learning

Neural Computation

Learning to play strong poker

Machines that learn to play games

The Bottom-Up Freezing: An Approach to Neural Engineering

AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence

Intelligent systems: architectures and perspectives

Recent advances in intelligent paradigms and applications

Classification Using Φ-Machines and Constructive Function Approximation

Machine Learning

Designing neural network architectures for pattern recognition

The Knowledge Engineering Review

Feedforward Neural Network Construction Using Cross Validation

Neural Computation

Random Embedding Machines for Pattern Recognition

Neural Computation

Robust Full Bayesian Learning for Radial Basis Networks

Neural Computation

Constructive Incremental Learning from Only Local Information

Neural Computation

Generation of optimal artificial neural networks using a pattern search algorithm: Application to approximation of chemical systems

Neural Computation

Learning the unlearnable

Neural Computation

A matrix method for optimizing a neural network

Neural Computation

An empirical evaluation of constructive neural network algorithms in classification tasks

International Journal of Innovative Computing and Applications

Learning and generalization in cascade network architectures

Neural Computation

Learning in boltzmann trees

Neural Computation

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

Connection Science

Mining Data from a Metallurgical Process by a Novel Neural Network Pruning Method

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II

MBabCoNN --- A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II

Active Learning Using a Constructive Neural Network Algorithm

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II

A learning automata-based algorithm for determination of the number of hidden units for three-layer neural networks

International Journal of Systems Science

Nonlinear system identification using optimized dynamic neural network

Neurocomputing

Connectionist theory refinement: genetically searching the space of network topologies

Journal of Artificial Intelligence Research

A decade of Kasabov's evolving connectionist systems: a review

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

Universal perceptron and DNA-like learning algorithm for binary neural networks: non-LSBF implementation

IEEE Transactions on Neural Networks

Evolutionary artificial neural networks by multi-dimensional particle swarm optimization

Neural Networks

Universal perceptron and DNA-like learning algorithm for binary neural networks: LSBF and PBF implementations

IEEE Transactions on Neural Networks

Neural network architecture selection: can function complexity help?

Neural Processing Letters

Divide and Conquer Neural Networks

Neural Networks

Optimal design of neural nets using hybrid algorithms

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence

A methodology for developing nonlinear models by feedforward neural networks

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

A two-class constructive neural network algorithm for continuous domains: the OffTiling algorithm

International Journal of Knowledge Engineering and Data Mining

Generation and simplification of Artificial Neural Networks by means of Genetic Programming

Neurocomputing

Constructive neural networks to predict breast cancer outcome by using gene expression profiles

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I

A data-mining method for detection of complex nonlinear relations applied to a model of apoptosis in cell populations

SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning

How many neurons?: a genetic programming answer

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Hybrid artificial neural networks: models, algorithms and data

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II

Interpreting hidden neurons in boolean constructive neural networks

IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning

A constructive algorithm to synthesize arbitrarily connected feedforward neural networks

Neurocomputing

C-Mantec: A novel constructive neural network algorithm incorporating competition between neurons

Neural Networks

Double robustness analysis for determining optimal feedforward neural network architecture

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Comparative analysis of genetic algorithm, simulated annealing and cutting angle method for artificial neural networks

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

The evolution of internal representation

Mathematical and Computer Modelling: An International Journal

An explanation of reasoning neural networks

Mathematical and Computer Modelling: An International Journal

Improving neural networks classification through chaining

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II

Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations

Expert Systems with Applications: An International Journal

Evolutionary artificial neural networks: a review

Artificial Intelligence Review

On-line prediction of the feeding phase in high-cell density cultivation of rE. coli using constructive neural networks

Computer Methods and Programs in Biomedicine