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- 1Electric vehicle
- 1Factorization machine
- 1Implicit feedback
- 1Matrix factorization
- 1One-class problem
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Fall 2019
The traditional electric grid based on centralized generation plants and unidirectional transmission and distribution systems is transitioning to a smart grid that is decentralized and multidirectional with high integration of information and communication technologies. With the rapid development...
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Separating-Plane Factorization Models: Scalable Recommendation from One-class Implicit Feedback
DownloadFall 2016
We study the large-scale video recommendation problem based on user viewing logs instead of explicit ratings. As viewing records are implicitly positive samples, existing matrix factorization methods fail to generate discriminative recommendations based on such one-class data. We propose a...