Xia Xie

A distributed SVM method based on the iterative MapReduce

2015

Linear classification is useful in many applications, but training large-scale data remains an important research issue. Recent advances in linear classification have shown that distributed methods can be efficient in improving the training time. However, …

Tensor-Based GAN to Defense Adversarial Attacks for Cyber-Physical-Social System

2021 · IEEE Transactions on Network Science and Engineering

In recent years, considerable achievements made by scientists in artificial intelligence have provided strong support for the development of Cyber-Physical-Social-Systems. Meanwhile, deep computation to realize AI is widely used in various applications, such as object …