Although the importance of unsupervised learning has been recognized since William James's “blooming, buzzing confusion,” it has received less attention in the literature than …
Studies of supervised Categorization have demonstrated limited Categorization performance in participants with autism spectrum disorders (ASD), however little research …
SW Ell, FG Ashby, S Hutchinson - Quarterly Journal of …, 2012 - journals.sagepub.com
Despite the recent surge in research on unsupervised category learning, the majority of studies have focused on unconstrained tasks in which no instructions are provided about the …
CA Doan, R Vigo - Psychological Research, 2023 - Springer
Studies focusing on unsupervised categorization and sorting behavior have traditionally identified and empirically isolated a few select strategies frequently employed by observers …
Labels for the categories have been found to facilitate learning by boosting accuracy. According to the label-feedback hypothesis, this facilitation is due to a mechanism …
SEG Lea, EM Pothos, AJ Wills, LA Leaver… - … : Animal Learning and …, 2018 - psycnet.apa.org
Two experiments investigated what makes it more likely that pigeons' behavior will come under the control of multiple relevant visual stimulus dimensions. Experiment 1 investigated …
From infancy, we recognize that labels denote category membership and help us to identify the critical features that objects within a category share. Labels not only reflect how we …
EM Pothos, I Reppa - Quarterly Journal of Experimental …, 2014 - journals.sagepub.com
Several researchers have reported that learning a particular categorization leads to compatible changes in the similarity structure of the categorized stimuli. The purpose of this …
R Vigo, J Wimsatt, CA Doan… - Journal of Experimental & …, 2022 - Taylor & Francis
In the past two decades, human categorisation research has achieved significant progress via the rigorous and systematic study of concepts in terms of category structures and their …