Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/99270
Title: Epsilon focusing - A strategy for active example selection
Authors: Niyogi, P.
Sung, K.-K. 
Keywords: Active example selection
Epsilon-focusing
Example-based learning
Face detection
Issue Date: May-1998
Source: Niyogi, P.,Sung, K.-K. (1998-05). Epsilon focusing - A strategy for active example selection. Knowledge-Based Systems 10 (7) : 441-447. ScholarBank@NUS Repository.
Abstract: In most classical formulations of learning from examples, a passive learner is presented with examples randomly drawn. Here we discuss an ∈-focusing strategy that actively chooses examples for concept learning. We describe the local focused property that functions must have for such a strategy to work. Finally, we develop an example selection heuristic, motivated by ∈-focusing, for training a computer vision system to perform a human face detection task. © 1998 Elsevier Science B.V. All rights reserved.
Source Title: Knowledge-Based Systems
URI: http://scholarbank.nus.edu.sg/handle/10635/99270
ISSN: 09507051
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

Page view(s)

14
checked on Jan 19, 2018

Google ScholarTM

Check


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.