6533b85afe1ef96bd12b9edc

RESEARCH PRODUCT

Ant Colony Optimisation-Based Classification Using Two-Dimensional Polygons

Anis YazidiMorten Goodwin

subject

0209 industrial biotechnologyBoosting (machine learning)business.industryComputer scienceAnt colony optimization algorithmsDecision treePattern recognition02 engineering and technologyAnt colonycomputer.software_genreSwarm intelligenceSupport vector machineComputingMethodologies_PATTERNRECOGNITION020901 industrial engineering & automationKernel method0202 electrical engineering electronic engineering information engineering020201 artificial intelligence & image processingArtificial intelligenceData miningbusinesscomputer

description

The application of Ant Colony Optimization to the field of classification has mostly been limited to hybrid approaches which attempt at boosting the performance of existing classifiers (such as Decision Trees and Support Vector Machines (SVM)) — often through guided feature reductions or parameter optimizations.

yearjournalcountryeditionlanguage
2016-01-01
https://doi.org/10.1007/978-3-319-44427-7_5