Ying Xie

A Novel Data Set Importance Based Cost-Effective and Computation-Efficient Storage Strategy in the Cloud

2017

The rapid development of cloud computing service allows data and computation intensive applications to be easily moved into cloud. Users pay for computing and storing resources to deal with their data in the cloud, therefore …

Text classification in shipping industry using unsupervised models and Transformer based supervised models

2022 · arXiv (Cornell University)

Obtaining labelled data in a particular context could be expensive and time consuming. Although different algorithms, including unsupervised learning, semi-supervised learning, self-learning have been adopted, the performance of text classification varies with context. Given the …