Symbolic knowledge extraction from trained neural networks: a sound approach

Extracting symbolic rules from trained neural network ensembles

AI Communications - Special issue on Artificial intelligence advances in China

An Analysis-Revision Cycle to Evolve Requirements Specifications

Proceedings of the 16th IEEE international conference on Automated software engineering

Neural-symbolic intuitionistic reasoning

Design and application of hybrid intelligent systems

A connectionist computational model for epistemic and temporal reasoning

Neural Computation

Connectionist computations of intuitionistic reasoning

Theoretical Computer Science

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

Connectionist modal logic: Representing modalities in neural networks

Theoretical Computer Science

CILIOS: Connectionist inductive learning and inter-ontology similarities for recommending information agents

Information Systems

Prediction of MHC II-binding peptides using rough set-based rule sets ensemble

Applied Intelligence

FCANN: A new approach for extraction and representation of knowledge from ANN trained via Formal Concept Analysis

Neurocomputing

Connectionist weighted fuzzy logic programs

Neurocomputing

Neuro-IG: A Hybrid System for Selection and Elimination of Predictor Variables and non Relevant Individuals

Informatica

Rule extraction from trained adaptive neural networks using artificial immune systems

Expert Systems with Applications: An International Journal

Expressing Belief Flow in Assertion Networks

Logic, Language, and Computation

Extracting rules for classification problems: AIS based approach

Expert Systems with Applications: An International Journal

Fibring neural networks

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

Connectionist Models for Formal Knowledge Adaptation

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II

The usage of artificial neural networks in the classification and forecast of potable water consumption

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

On the versatility of radial basis function neural networks: A case study in the field of intrusion detection

Information Sciences: an International Journal

Extracting reduced logic programs from artificial neural networks

Applied Intelligence

Interpreting hidden neurons in boolean constructive neural networks

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

The control of membrane thickness in PECVD process utilizing a rule extraction technique of neural networks

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

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

Fewer epistemological challenges for connectionism

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

The logical way to be artificially intelligent

CLIMA'05 Proceedings of the 6th international conference on Computational Logic in Multi-Agent Systems

Knowledge acquisition in the fuzzy knowledge representation framework of a medical consultation system

Artificial Intelligence in Medicine

Quality of classification explanations with PRBF

Neurocomputing

A novel classification model for cotton yarn quality based on trained neural network using genetic algorithm

Knowledge-Based Systems

Efficiently explaining the predictions of a probabilistic radial basis function classification network

Intelligent Data Analysis