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Article
Dynamic datasets and market environments for financial reinforcement learning
The financial market is a particularly challenging playground for deep reinforcement learning due to its unique feature of dynamic datasets. Building high-quality market environments for training financial rei...
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Article
Multi-label dataless text classification with topic modeling
Manually labeling documents is tedious and expensive, but it is essential for training a traditional text classifier. In recent years, a few dataless text classification techniques have been proposed to address t...
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Chapter and Conference Paper
A Security-Enhanced vTPM 2.0 for Cloud Computing
Virtual Trusted Platform Module is required in cloud due to the scalability and migration of virtual machine. Through allocating a vTPM (Virtual Trusted Platform Module) to a VM (Virtual Machine), users of VM...