An analytical comparison of some rule-learning programs
Artificial Intelligence
Fusion, propagation, and structuring in belief networks
Artificial Intelligence
Parallel distributed processing: explorations in the microstructure of cognition, vol. 2: psychological and biological models
CONVINCE: a conversational inference consolidation engine
IEEE Transactions on Systems, Man and Cybernetics - Special issue on artificial intelligence
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations
Parallel Models of Associative Memory
Parallel Models of Associative Memory
Knowledge-Based Systems in Artificial Intelligence: 2 Case Studies
Knowledge-Based Systems in Artificial Intelligence: 2 Case Studies
Perceptrons: An Introduction to Computational Geometry
Perceptrons: An Introduction to Computational Geometry
Searching for information in a hypertext medical handbook
Communications of the ACM
Critical issues in mapping neural networks on message-passing multicomputers
ISCA '88 Proceedings of the 15th Annual International Symposium on Computer architecture
Building expert systems through the integration of mental models
IEA/AIE '88 Proceedings of the 1st international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Interacting with expert systems
IEA/AIE '88 Proceedings of the 1st international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Character recognition of cursive scripts
IEA/AIE '88 Proceedings of the 1st international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
A personal computer based expert system for answering student questions in the CS1 course
SIGSMALL '90 Proceedings of the 1990 ACM SIGSMALL/PC symposium on Small systems
Using an artificial neural system to determine the knowledge based of an expert system
SIGSMALL '90 Proceedings of the 1990 ACM SIGSMALL/PC symposium on Small systems
ICAIL '91 Proceedings of the 3rd international conference on Artificial intelligence and law
Neural-Network-Based Fuzzy Logic Control and Decision System
IEEE Transactions on Computers - Special issue on artificial neural networks
Biologically based machine learning paradigms: an introductory course
SIGCSE '92 Proceedings of the twenty-third SIGCSE technical symposium on Computer science education
Symbolic mapping of neurons in feedforward networks
Pattern Recognition Letters
Pattern Recognition Letters
Extracting Rules from Composite Neural Networks for MedicalDiagnostic Problems
Neural Processing Letters
A first undergraduate course in neural networks
SIGCSE '90 Proceedings of the twenty-first SIGCSE technical symposium on Computer science education
Artificial nonmonotonic neural networks
Artificial Intelligence
A human-centered approach for intelligent Internet applications
Soft computing agents
Learning Communication Strategies in Multiagent Systems
Applied Intelligence
A Recency Inference Engine for Connectionist Knowledge Bases
Applied Intelligence
FERNN: An Algorithm for Fast Extraction of Rules fromNeural Networks
Applied Intelligence
The Case for Inductive Programming
Computer
A Browser for Large Knowledge Bases Based on a Hybrid Distributed/Local Connectionist Architecture
IEEE Transactions on Knowledge and Data Engineering
Connectionist Expert System with Adaptive Learning Capability
IEEE Transactions on Knowledge and Data Engineering
Generalization by Neural Networks
IEEE Transactions on Knowledge and Data Engineering
Structuring Knowledge In Vague Domains
IEEE Transactions on Knowledge and Data Engineering
Generalized Analytic Rule Extraction for Feedforward Neural Networks
IEEE Transactions on Knowledge and Data Engineering
A Skill Refinement Learning Model for Rule-Based Expert Systems
IEEE Expert: Intelligent Systems and Their Applications
Data Representation for Diagnostic Neural Networks
IEEE Expert: Intelligent Systems and Their Applications
Pedagogical Method for Extraction of Symbolic Knowledge from Neural Networks
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Computationally Efficient Heuristics for If-Then Rule Extraction from Freed-Forward Neural Networks
DS '00 Proceedings of the Third International Conference on Discovery Science
Handbook of data mining and knowledge discovery
Discovery of comprehensible symbolic rules in a neural network
INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)
A neocognitron synthesized by production rule for handwritten character recognition
INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)
Extracting symbolic rules from trained neural network ensembles
AI Communications - Special issue on Artificial intelligence advances in China
Applying GMDH algorithm to extract rules from examples
Systems Analysis Modelling Simulation - Special issue: Self-organising modelling and simulation
Rule extraction: using neural networks or for neural networks?
Journal of Computer Science and Technology
Decision Support Systems - Special issue: Data mining for financial decision making
GANNET: a machine learning approach to document retrieval
Journal of Management Information Systems - Special section: Information technology and IT organizational impact
Extracting symbolic rules from trained neural network ensembles
AI Communications - Artificial Intelligence Advances in China
Neuro-Symbolic Approaches for Knowledge Representation in Expert Systems
International Journal of Hybrid Intelligent Systems
A novel Supervised Instance Selection algorithm
International Journal of Business Intelligence and Data Mining
Predicting financial activity with evolutionary fuzzy case-based reasoning
Expert Systems with Applications: An International Journal
Extracting symbolic knowledge from recurrent neural networks---A fuzzy logic approach
Fuzzy Sets and Systems
Rule extraction from trained adaptive neural networks using artificial immune systems
Expert Systems with Applications: An International Journal
ACS'08 Proceedings of the 8th conference on Applied computer scince
Extracting rules for classification problems: AIS based approach
Expert Systems with Applications: An International Journal
Rule Extraction and Reduction for Hyper Surface Classification
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Expert Systems with Applications: An International Journal
Parallel distributed belief networks that learn
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
CASE'09 Proceedings of the fifth annual IEEE international conference on Automation science and engineering
Data Mining Using Rules Extracted from SVM: An Application to Churn Prediction in Bank Credit Cards
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Expert Systems with Applications: An International Journal
Support vector regression based hybrid rule extraction methods for forecasting
Expert Systems with Applications: An International Journal
Rule learning by searching on adapted nets
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Rule extraction from support vector machines: A review
Neurocomputing
Data mining via rules extracted from GMDH: an application to predict churn in bank credit cards
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Evaluation of neural network variable influence measures for process control
Engineering Applications of Artificial Intelligence
Review: Hybrid expert systems: A survey of current approaches and applications
Expert Systems with Applications: An International Journal
From relational databases to belief networks
UAI'91 Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
A big-neuron based expert system
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A rapid response intelligent diagnosis network using radial basis function network
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Artificial Intelligence in Medicine
Paper: Connectionist expert systems as medical decision aid
Artificial Intelligence in Medicine
Paper: Polygenic trait analysis by neural network learning
Artificial Intelligence in Medicine
Mathematical and Computer Modelling: An International Journal
Reinforcement learning for rule extraction from a labeled dataset
Cognitive Systems Research
Cognitive Systems Research
Fuzzy-Rule Based Adaptive Data Warehouse: An Extension of Data Warehouse as Knowledge Warehouse
International Journal of Applied Evolutionary Computation
Rule extraction from DEWNN to solve classification and regression problems
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
| Hi-index | 48.27 |
Connectionist networks can be used as expert system knowledge bases. Furthermore, such networks can be constructed from training examples by machine learning techniques. This gives a way to automate the generation of expert systems for classification problems.