Genetic algorithms with sharing for multimodal function optimization
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Punctuated equilibria: a parallel genetic algorithm
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
A note on genetic algorithms for large-scale feature selection
Pattern Recognition Letters
Scene recognition using genetic algorithms with semantic nets
Pattern Recognition Letters
Uniform crossover in genetic algorithms
Proceedings of the third international conference on Genetic algorithms
An investigation of niche and species formation in genetic function optimization
Proceedings of the third international conference on Genetic algorithms
Using genetic algorithms to learn disjunctive rules from examples
Proceedings of the seventh international conference (1990) on Machine learning
Proceedings of the seventh international conference (1990) on Machine learning
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Rule induction with CN2: some recent improvements
EWSL-91 Proceedings of the European working session on learning on Machine learning
Training knowledge-based neural networks to recognize genes in DNA sequences
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Learning structured concepts using genetic algorithms
ML92 Proceedings of the ninth international workshop on Machine learning
Using Genetic Algorithms for Concept Learning
Machine Learning - Special issue on genetic algorithms
A Knowledge-Intensive Genetic Algorithm for Supervised Learning
Machine Learning - Special issue on genetic algorithms
Competition-Based Induction of Decision Models from Examples
Machine Learning - Special issue on genetic algorithms
Knowledge-based artificial neural networks
Artificial Intelligence
Niching methods for genetic algorithms
Niching methods for genetic algorithms
Learning Logical Definitions from Relations
Machine Learning
Classifier Systems and the Animat Problem
Machine Learning
Learning to Predict by the Methods of Temporal Differences
Machine Learning
Machine Learning
Knowledge Acquisition Via Incremental Conceptual Clustering
Machine Learning
SIA: A Supervised Inductive Algorithm with Genetic Search for Learning Attributes based Concepts
ECML '93 Proceedings of the European Conference on Machine Learning
A Parallel Genetic Algorithm for Concept Learning
Proceedings of the 6th International Conference on Genetic Algorithms
Analysis of Genetic Algorithms Evolution under Pure Selection
Proceedings of the 6th International Conference on Genetic Algorithms
An analysis of the behavior of a class of genetic adaptive systems.
An analysis of the behavior of a class of genetic adaptive systems.
Search-intensive concept induction
Evolutionary Computation
Integrating Multiple Learning Strategies in First Order Logics
Machine Learning - Special issue on multistrategy learning
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Mining TCP/IP Traffic for Network Intrusion Detection by Using a Distributed Genetic Algorithm
ECML '00 Proceedings of the 11th European Conference on Machine Learning
A Study on the Effect of Cooperative Evolution on Concept Learning
Proceedings of the EvoWorkshops on Applications of Evolutionary Computing
Evolutive Modeling of TCP/IP Network Traffic for Intrusion Detection
Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight
A Learning Classifier Systems Bibliography
Learning Classifier Systems, From Foundations to Applications
A Bigger Learning Classifier Systems Bibliography
IWLCS '00 Revised Papers from the Third International Workshop on Advances in Learning Classifier Systems
An Agent Based Approach to Virtual Market Place Simulation
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Relational concept learning by cooperative evolution
Journal of Experimental Algorithmics (JEA)
Representing and Simulating Consumers' Behavior in an Information Sensitive Market Place
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Maximum-entropy estimated distribution model for classification problems
International Journal of Hybrid Intelligent Systems
Genetic learner: Discretization and fuzzification of numerical attributes
Intelligent Data Analysis
A parallel genetic algorithm approach for automated discovery of censored production rules
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Agent based simulation of word-of-mouth phenomena in FMCG markets
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Connectionist theory refinement: genetically searching the space of network topologies
Journal of Artificial Intelligence Research
Expert Systems with Applications: An International Journal
Decision tree based learning and genetic based learning to detect network intrusions
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Cooperative evolutive concept learning: an empirical study
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Learning and predicting financial time series by combining natural computation and agent simulation
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Learning predictive models for financial time series by using agent based simulations
Transactions on Compuational Collective Intelligence VI
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In this paper we show, in a constructive way, that there are problems for which the use of genetic algorithm based learning systems can be at least as effective as traditional symbolic or connectionist approaches. To this aim, the system REGAL* is briefly described, and its application to two classical benchmarks for Machine Learning is discussed, by comparing the results with the best ones published in the literature.