Extracting rules from neural networks by pruning and hidden-unit splitting

A penalty-function approach for pruning feedforward neural networks

Neural Computation

The Connectionist Inductive Learning and Logic Programming System

Applied Intelligence

FERNN: An Algorithm for Fast Extraction of Rules fromNeural Networks

Applied Intelligence

Extract intelligible and concise fuzzy rules from neural networks

Fuzzy Sets and Systems - Fuzzy systems

Observational Logic Integrates Data Mining Based on Statistics and Neural Networks

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Extracting symbolic rules from trained neural network ensembles

AI Communications - Special issue on Artificial intelligence advances in China

Rule extraction: using neural networks or for neural networks?

Journal of Computer Science and Technology

Piecewise-Linear Neural Networks and Their Relationship to Rule Extraction from Data

Neural Computation

Extracting symbolic rules from trained neural network ensembles

AI Communications - Artificial Intelligence Advances in China

Compiled code simulation of analog and mixed-signal systems using piecewise linear modeling of nonlinear parameters: A case study for ΔΣ modulator simulation

Integration, the VLSI Journal

Intelligent monitoring and diagnosis of manufacturing process using an integrated approach of neural network ensemble and genetic algorithm

International Journal of Computer Applications in Technology

A hybrid approach to design efficient learning classifiers

Computers & Mathematics with Applications

Generating rules with predicates, terms and variables from the pruned neural networks

Neural Networks

An Adaptive Learning Algorithm for Supervised Neural Network with Contour Preserving Classification

AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence

Temporal semantics: an extended definition for neural morphisms

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

A probabilistic fuzzy approach to modeling nonlinear systems

Neurocomputing

Designing a decompositional rule extraction algorithm for neural networks

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

A dual network adaptive learning algorithm for supervised neural network with contour preserving classification for soft real time applications

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I

Computational intelligence in bioinformatics

Transactions on Rough Sets III

Fewer epistemological challenges for connectionism

CiE'05 Proceedings of the First international conference on Computability in Europe: new Computational Paradigms

Reverse Engineering the Neural Networks for Rule Extraction in Classification Problems

Neural Processing Letters

Theory and scope of exact representation extraction from feed-forward networks

Cognitive Systems Research

Rules extraction from constructively trained neural networks based on genetic algorithms

Neurocomputing

A comparison between two neural network rule extraction techniques for the diagnosis of hepatobiliary disorders

Artificial Intelligence in Medicine