Revisiting milis multiple instance learning algorithm with a different instance selection mechanism

2012 ◽  
Author(s):  
Osman Akin ◽  
Aykut Erdem ◽  
Erkut Erdem
Keyword(s):  
Learning Algorithm ◽  
Multiple Instance Learning ◽  
Instance Selection ◽  
Selection Mechanism

Combining example selection with instance selection to speed up multiple-instance learning

2014 ◽  
Vol 129 ◽  
pp. 504-515 ◽  
Author(s):  
Liming Yuan ◽  
Jiafeng Liu ◽  
Xianglong Tang
Keyword(s):  
Multiple Instance Learning ◽  
Instance Selection ◽  
Speed Up

scholarly journals Multiple-instance learning with instance selection via constructive covering algorithm

2014 ◽  
Vol 19 (3) ◽  
pp. 285-292 ◽  
Author(s):  
Yanping Zhang ◽  
Heng Zhang ◽  
Huazhen Wei ◽  
Jie Tang ◽  
Shu Zhao
Keyword(s):  
Multiple Instance Learning ◽  
Instance Selection

An immune-inspired instance selection mechanism for supervised classification

2012 ◽  
Vol 4 (2) ◽  
pp. 135-147 ◽  
Author(s):  
Grazziela P. Figueredo ◽  
Nelson F. F. Ebecken ◽  
Douglas A. Augusto ◽  
Helio J. C. Barbosa
Keyword(s):  
Supervised Classification ◽  
Instance Selection ◽  
Selection Mechanism

Robust objectness tracking with weighted multiple instance learning algorithm

2018 ◽  
Vol 288 ◽  
pp. 43-53 ◽  
Author(s):  
Honghong Yang ◽  
Shiru Qu ◽  
Fumin Zhu ◽  
Zunxin Zheng
Keyword(s):  
Learning Algorithm ◽  
Multiple Instance Learning

mi-DS: Multiple-Instance Learning Algorithm

2013 ◽  
Vol 43 (1) ◽  
pp. 143-154 ◽  
Author(s):  
Dat T. Nguyen ◽  
Cao D. Nguyen ◽  
Rosalyn Hargraves ◽  
Lukasz A. Kurgan ◽  
Krzysztof J. Cios
Keyword(s):  
Learning Algorithm ◽  
Multiple Instance Learning
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