Cost-sensitive online classification

Cost-sensitive online classification

Both cost-sensitive classification and online learning have been extensively studied in data mining and machine learning communities, respectively. However, very limited study addresses an important intersecting problem, that is, “Cost-Sensitive Online Classification". In this paper, we formall...

Full description

Saved in:
Bibliographic Details
Main Authors: WANG, Jialei, ZHAO, Peilin, HOI, Steven C. H.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2014
Subjects:
cost-sensitive classification
online learning
online gradient descent
online anomaly detection
Computer Sciences
Databases and Information Systems
Numerical Analysis and Scientific Computing
Online Access:https://ink.library.smu.edu.sg/sis_research/2921
https://ink.library.smu.edu.sg/context/sis_research/article/3921/viewcontent/TKDE_2012_11_0798.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/2921
https://ink.library.smu.edu.sg/context/sis_research/article/3921/viewcontent/TKDE_2012_11_0798.pdf

Similar Items