Machine learning of visual object categorization: an application of the SUSTAIN model

@inproceedings{Carmantini2014MachineLO,
  title={Machine learning of visual object categorization: an application of the SUSTAIN model},
  author={Giovanni Sirio Carmantini and Angelo Cangelosi and Andy J. Wills},
  booktitle={CogSci},
  year={2014}
}
Formal models of categorization are psychological theories that try to describe the process of categorization in a lawful way, using the language of mathematics. Their mathematical formulation makes it possible for the models to generate precise, quantitative predictions. SUSTAIN (Love, Medin & Gureckis, 2004) is a powerful formal model of categorization that has been used to model a range of human experimental data, describing the process of categorization in terms of an adaptive clustering… CONTINUE READING