Jun Huan

Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data

Alexios Koutsoukas, Keith J. Monaghan, Xiaoli Li et al. · Journal of Cheminformatics · 2017 · 319 citations · Full text

Computing, Computer Science, Toxicology +17

Anomaly localization for network data streams with graph joint sparse PCA

Ruoyi Jiang, Hongliang Fei, Jun Huan · 2011 · 47 citations

Computing, Data Science, Data Mining +15

A Family of Joint Sparse PCA Algorithms for Anomaly Localization in Network Data Streams

Ruoyi Jiang, Hongliang Fei, Jun Huan · IEEE Transactions on Knowledge and Data Engineering · 2012 · 38 citations

Computing, Data Science, Data Mining +13

Boosting with structure information in the functional space

Hongliang Fei, Jun Huan · 2010 · 37 citations

Computing, Computer Science, Data Mining +14

Structured feature selection and task relationship inference for multi-task learning

Hongliang Fei, Jun Huan · Knowledge and Information Systems · 2012 · 36 citations

Computing, Computer Science, Feature Engineering +16