8 citations · 15 across the 4 of their papers we have counts for
4 papers
Integration of Static and Dynamic Analysis for Malware Family Classification with Composite Neural Network
Yao Saint Yen, Zhe Wei Chen, Ying Ren Guo +1
Deep learning has been used in the research of malware analysis. Most classification methods use either static analysis features or dynamic analysis features for malware family cla…
Composite Neural Network: Theory and Application to PM2.5 Prediction
Ming-Chuan Yang, Meng Chang Chen
This work investigates the framework and performance issues of the composite neural network, which is composed of a collection of pre-trained and non-instantiated neural network mo…
Theoretical Investigation of Composite Neural Network
Ming-Chuan Yang, Meng Chang Chen
This work theoretically investigates the performance of a composite neural network. A composite neural network is a rooted directed acyclic graph combining a set of pre-trained and…
Wrapped Loss Function for Regularizing Nonconforming Residual Distributions
Chun Ting Liu, Ming Chuan Yang, Meng Chang Chen
Multi-output is essential in machine learning that it might suffer from nonconforming residual distributions, i.e., the multi-output residual distributions are not conforming to th…