Online feature selection for mining big data

• Main Authors: Hoi, Steven C. H., Wang, Jialei., Zhao, Peilin., Jin, Rong.
• 其他作者: School of Computer Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/98983; http://hdl.handle.net/10220/12629

Most studies of online learning require accessing all the attributes/ features of training instances. Such a classical setting is not always appropriate for real-world applications when data instances are of high dimensionality or the access to it is expensive to acquire the full set of attributes/f...