Hao Shen

First Steps Towards an Intelligent Laser Welding Architecture Using Deep Neural Networks and Reinforcement Learning

Johannes Günther, Patrick M. Pilarski, Gerhard Helfrich et al. · Procedia Technology · 2014 · 306 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Intelligent laser welding through representation, prediction, and control learning: An architecture with deep neural networks and reinforcement learning

Johannes Günther, Patrick M. Pilarski, Gerhard Helfrich et al. · Mechatronics · 2015 · 174 citations

Artificial Intelligence, Deep Neural Networks, Engineering +7

Bearing defect inspection based on machine vision

Hao Shen, Shuxiao Li, Duo-Yu Gu et al. · Measurement · 2012 · 150 citations

Condition Monitoring, Machine Vision, Image Analysis +7

Achieving autonomous power management using reinforcement learning

Hao Shen, Ying Tan, Jun Lu et al. · ACM Transactions on Design Automation of Electronic Systems · 2013 · 108 citations

Artificial Intelligence, Power-aware Computing, Engineering +15

Fast Kernel-Based Independent Component Analysis

Hao Shen, Stefanie Jegelka, Arthur Gretton · IEEE Transactions on Signal Processing · 2009 · 70 citations

Engineering, Machine Learning, Geometric Optimization Techniques +16