arrow
Return

Optimistic pruning for multiple instance learning

delete2008-07-01
delete2
PRE
AI
A
Amy McGovern *
D
David Jensen
DOI:10.1016/j.patrec.2008.01.024delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
This paper introduces a simple evaluation function for multiple instance learning that admits an optimistic pruning strategy. We demonstrate comparable results to state-of-the-art methods using significantly fewer computational resources. (c) 2008 Elsevier B.V. All rights reserved.
Keywords:
multiple instance learning
optimistic pruning
chi-squared
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Pattern Recognition Letters cover
Pattern Recognition Letters
IF:
3.3
Papers:
8.0K
Citations:
1.6W

Organization

U
university of oklahoma - norman
Scholars:
5.8K
Papers: 5.0K
Citations: 6
U
university of oklahoma system
Scholars:
1.9W
Papers: 1.6W
Citations: 17
Cited Papers

Cited Papers

errShare
errSave
INCREASING FLU VACCINATION IN ADULTS WITH KIDNEY DISEASE: AN APPROACH USING MAILED FLIERS
err2025-04-01
err0
PREAI
errSolomon, Melinda; Sanchez, Morgan Urdaneta; Srelz, Dorian; Shaps, Howard; Toth-Manikowski, Stephanie
errShare
errSave
Neighborhood Variation in Gang Member Concentrations
err2008-07-10
err0
PREAI
errCharles M. Katz; Stephen M. Schnebly
errShare
errSave
errShare
errSave
The Value of Postsecondary Credentials in the Labor Market: An Experimental Study
err
IF0
err2014-09-01
err0
errOAAI
errDavid Deming; Noam Yuchtman; Amira Abulafi; Claudia Goldin; Lawrence Katz
errShare
errSave
Solving the multiple instance problem with axis-parallel rectangles
err1997-01-01
err2.0K
PREAI
errDietterich, TG; Lathrop, RH; LozanoPerez, T
errShare
errSave
Role of lipid nanodomains for inhibitory FcγRIIb function
err
IF0
err2023-05-12
err0
errOAAI
errFranziska Spiegel; Marius F.W. Trollmann; Sibel Kara; Matthias Pöhnl; Astrid F. Brandner; Falk Nimmerjahn; Anja Lux; Rainer A. Böckmann
errShare
errSave
no more