Skip to search formSkip to main contentSkip to account menu

Archetypal analysis

Archetypal analysis in the statistics is an unsupervised learning method similar to the cluster analysis and introduced by Adele Cutler and Leo… 
Wikipedia (opens in a new tab)

Related topics

Related topics

3 relations
Cluster analysisUnsupervised learning

Broader (1)

Data mining

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Revealing Social Identity Phenomena in Videogames with Archetypal Analysis
In this paper, we present a novel approach toward revealing social identity phenomena in videogames using archetypal analysis (AA… 
Highly Cited
2014
Highly Cited
2014
Fast and Robust Archetypal Analysis for Representation Learning
We revisit a pioneer unsupervised learning technique called archetypal analysis, [5] which is related to successful data analysis… 
Review
2013
Review
2013
Probabilistic archetypal analysis
Archetypal analysis represents a set of observations as convex combinations of pure patterns, or archetypes. The original… 
2012
2012
Archetypal Scientists
2012
2012
Interval Archetypes: A New Tool for Interval Data Analysis
Archetypal analysis aims at synthesizing single‐valued data sets through a few (not necessarily observed) points that are called… 
Highly Cited
2011
Highly Cited
2011
Action recognition by learning discriminative key poses
This paper proposes a novel approach to pose-based human action recognition. Given a set of training images, we first extract a… 
Highly Cited
2009
Highly Cited
2009
From Spider-man to Hero - archetypal analysis in R
Archetypal analysis has the aim to represent observations in a multivariate data set as convex combinations of extremal points… 
Highly Cited
2009
Highly Cited
2009
Making Archetypal Analysis Practical
Archetypal analysis represents the members of a set of multivariate data as a convex combination of extremal points of the data… 
Highly Cited
2005
Highly Cited
2005
An Archetypal Analysis on
  • C. Ji
  • 2005
  • Corpus ID: 189396608
2003
2003
Archetypal analysis: a new way to segment markets based on extreme individuals
Segmenting consumers into groups has long been used to gain marketing insights (e.g., Frank, Massey & Wind 1972). Many ways to… 
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)