Zhiquan Ren

Deep Direct Reinforcement Learning for Financial Signal Representation and Trading

Yue Deng, Feng Bao, Youyong Kong et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 754 citations

Artificial Intelligence, Computational Finance, Engineering +15

A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification

Yue Deng, Zhiquan Ren, Youyong Kong et al. · IEEE Transactions on Fuzzy Systems · 2016 · 380 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +20

Learning Deep Landmarks for Imbalanced Classification

Feng Bao, Yue Deng, Youyong Kong et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 32 citations

Structured Prediction, Engineering, Machine Learning +16

Probabilistic natural mapping of gene-level tests for genome-wide association studies

Feng Bao, Yue Deng, Mulong Du et al. · Briefings in Bioinformatics · 2017 · 26 citations

Local visual feature fusion via maximum margin multimodal deep neural network

Zhiquan Ren, Yue Deng, Qionghai Dai · Neurocomputing · 2015 · 14 citations

Machine Vision, Image Analysis, Machine Learning +6