3 papers
stat.ML2020
Topic Diffusion Discovery Based on Deep Non-negative Autoencoder
Sheng-Tai Huang, Yihuang Kang, Shao-Min Hung +2
Researchers have been overwhelmed by the explosion of research articles published by various research communities. Many research scholarly websites, search engines, and digital lib…
stat.AP2020
Discovering Drug-Drug and Drug-Disease Interactions Inducing Acute Kidney Injury Using Deep Rule Forests
Bowen Kuo, Yihuang Kang, Pinghsung Wu +2
Patients with Acute Kidney Injury (AKI) increase mortality, morbidity, and long-term adverse events. Therefore, early identification of AKI may improve renal function recovery, dec…
stat.ML2019
Towards Interpretable Deep Extreme Multi-label Learning
Yihuang Kang, I-Ling Cheng, Wenjui Mao +2
Many Machine Learning algorithms, such as deep neural networks, have long been criticized for being "black-boxes"-a kind of models unable to provide how it arrive at a decision wit…