Proceedings of the third international conference on Genetic algorithms
Data preparation for data mining
Data preparation for data mining
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Instance Selection and Construction for Data Mining
Instance Selection and Construction for Data Mining
Data Mining and Knowledge Discovery with Evolutionary Algorithms
Data Mining and Knowledge Discovery with Evolutionary Algorithms
Integrating feature and instance selection for text classification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning
Introduction to Evolutionary Computing
Introduction to Evolutionary Computing
Hybrid Genetic Algorithms for Feature Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents
Evolutionary Computation
The Cooperative Coevolutionary (1+1) EA
Evolutionary Computation
Archive-based cooperative coevolutionary algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Evolutionary Computation in Data Mining (Studies in Fuzziness and Soft Computing)
Evolutionary Computation in Data Mining (Studies in Fuzziness and Soft Computing)
Computational Methods of Feature Selection (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)
Statistical Comparisons of Classifiers over Multiple Data Sets
The Journal of Machine Learning Research
Guided Mutations in Cooperative Coevolutionary Algorithms for Function Optimization
ICTAI '07 Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence - Volume 01
Improving coevolutionary search for optimal multiagent behaviors
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Using evolutionary algorithms as instance selection for data reduction in KDD: an experimental study
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Evolutionary Computation
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Bayesian segmentation of magnetic resonance images using the α-stable distribution
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Hybrid multi-agent system for knowledge management in distributed control system
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Effective diagnosis of alzheimer's disease by means of distance metric learning
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Genetic selection of subgraphs for automatic reasoning in design systems
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Controlling the prediction accuracy by adjusting the abstraction levels
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Class prediction in microarray studies based on activation of pathways
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Finger vein pattern extraction algorithm
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Visual system for drivers' eye recognition
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
On performance of DRSA-ANN classifier
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Supervised rule based thermodynamic cycles design technique
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
A hybrid system for survival analysis after EVAR treatment of AAA
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Hybrid patient classification system in nursing logistics activities
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
An approach of soft computing applications in clinical neurology
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
ReinSel: A class-based mechanism for feature selection in ensemble of classifiers
Applied Soft Computing
Automatic categorisation of comments in social news websites
Expert Systems with Applications: An International Journal
Opcode sequences as representation of executables for data-mining-based unknown malware detection
Information Sciences: an International Journal
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Cooperative Coevolution is a technique in the area of Evolutionary Computation. It has been applied to many combinatorial problems with great success. This contribution proposes a Cooperative Coevolution model for simultaneous performing some data reduction processes in classification with nearest neighbours methods through feature and instance selection. In order to check its performance, we have compared the proposal with other evolutionary approaches for performing data reduction. Results have been analyzed and contrasted by using non-parametric statistical tests, finally showing that the proposed model outperforms the non-cooperative evolutionary techniques.