A connectionist machine for genetic hillclimbing
A connectionist machine for genetic hillclimbing
An adaptive crossover distribution mechanism for genetic algorithms
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Multilevel credit assignment in a genetic learning system
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
The Strength of Weak Learnability
Machine Learning
K-d trees for semidynamic point sets
SCG '90 Proceedings of the sixth annual symposium on Computational geometry
Learning decision trees using the Fourier spectrum
STOC '91 Proceedings of the twenty-third annual ACM symposium on Theory of computing
Binary and floating-point function optimization using messy genetic algorithms
Binary and floating-point function optimization using messy genetic algorithms
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Experiments on multistrategy learning by meta-learning
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Searching databases using parallel genetic algorithms on a transputer computing surface
Future Generation Computer Systems - Special issue: MeikUS 92
Using Genetic Algorithms for Concept Learning
Machine Learning - Special issue on genetic algorithms
Competition-Based Induction of Decision Models from Examples
Machine Learning - Special issue on genetic algorithms
Inductive Policy: The Pragmatics of Bias Selection
Machine Learning - Special issue on bias evaluation and selection
Boosting a weak learning algorithm by majority
Information and Computation
An introduction to genetic algorithms
An introduction to genetic algorithms
Search, polynomial complexity, and the fast messy genetic algorithm
Search, polynomial complexity, and the fast messy genetic algorithm
A decision-theoretic generalization of on-line learning and an application to boosting
Journal of Computer and System Sciences - Special issue: 26th annual ACM symposium on the theory of computing & STOC'94, May 23–25, 1994, and second annual Europe an conference on computational learning theory (EuroCOLT'95), March 13–15, 1995
Distributed cooperative Bayesian learning strategies
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Learning gene linkage to efficiently solve problems of bounded difficulty using genetic algorithms
Learning gene linkage to efficiently solve problems of bounded difficulty using genetic algorithms
Adaptive information agents in distributed textual environments
AGENTS '98 Proceedings of the second international conference on Autonomous agents
An Algorithm for Finding Best Matches in Logarithmic Expected Time
ACM Transactions on Mathematical Software (TOMS)
Distributed multivariate regression using wavelet-based collective data mining
Journal of Parallel and Distributed Computing - Special issue on high-performance data mining
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Advances in Distributed and Parallel Knowledge Discovery
Advances in Distributed and Parallel Knowledge Discovery
Schemata, Distributions and Graphical Models in Evolutionary Optimization
Journal of Heuristics
Efficient Mining of Association Rules in Distributed Databases
IEEE Transactions on Knowledge and Data Engineering
Learning Sequential Decision Rules Using Simulation Models and Competition
Machine Learning - Special issue on genetic algorithms
The Communication of Inductive Inferences
ECAI '96 Selected papers from the Workshop on Distributed Artificial Intelligence Meets Machine Learning, Learning in Multi-Agent Environments
A System for Learning Control Strategies with Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
Further Research on Feature Selection and Classification Using Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
The Symbiotic Evolution of Solutions and Their Representations
Proceedings of the 6th International Conference on Genetic Algorithms
A Parallel Genetic Algorithm for Concept Learning
Proceedings of the 6th International Conference on Genetic Algorithms
A Genetic Algorithm-Based Solution for the Problem of Small Disjuncts
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
From Recombination of Genes to the Estimation of Distributions I. Binary Parameters
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Knowledge Discovery in Databases and Data Mining
ISMIS '96 Proceedings of the 9th International Symposium on Foundations of Intelligent Systems
Towards Real Time Discovery from Distributed Information Sources
PAKDD '98 Proceedings of the Second Pacific-Asia Conference on Research and Development in Knowledge Discovery and Data Mining
Multiple Databases, Partial Reasoning, and Knowledge Discovery
PAKDD '98 Proceedings of the Second Pacific-Asia Conference on Research and Development in Knowledge Discovery and Data Mining
Parallel Induction Algorithms for Data Mining
IDA '97 Proceedings of the Second International Symposium on Advances in Intelligent Data Analysis, Reasoning about Data
Fuzzy Recombination for the Breeder Genetic Algorithm
Proceedings of the 6th International Conference on Genetic Algorithms
Distributed data mining of probabilistic knowledge
ICDCS '97 Proceedings of the 17th International Conference on Distributed Computing Systems (ICDCS '97)
Problem Structure and Subproblem Sharing in Multi-Agent Systems
ICMAS '98 Proceedings of the 3rd International Conference on Multi Agent Systems
Explicit filtering of building blocks for genetic algorithms
Explicit filtering of building blocks for genetic algorithms
A Next Generation Information Gathering Agent TITLE2:
A Next Generation Information Gathering Agent TITLE2:
The behavior of adaptive systems which employ genetic and correlation algorithms
The behavior of adaptive systems which employ genetic and correlation algorithms
Nonlinearities in genetic adaptive search.
Nonlinearities in genetic adaptive search.
An analysis of the behavior of a class of genetic adaptive systems.
An analysis of the behavior of a class of genetic adaptive systems.
A learning system based on genetic adaptive algorithms
A learning system based on genetic adaptive algorithms
Scalability problems of simple genetic algorithms
Evolutionary Computation
Pattern discovery in distributed databases
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
A tensor-based distributed discovery of missing association rules on the cloud
Future Generation Computer Systems
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This paper documents an early effort to develop an experimental, collaborative data analysis technique for learning classifiers from a collection of heterogeneous datasets distributed over a network. The proposed technique makes use of a scalable evolutionary algorithm, called the GEMGA to classify datasets. This paper describes the developed technique and the results of the use of this technique through the application of this system for several domains, including distributed fault detection in an electrical power distribution network.