Zhiguang Wang

Time series classification from scratch with deep neural networks: A strong baseline

Zhiguang Wang, Weizhong Yan, Tim Oates · 2017 · 1.9K citations

Data Augmentation, Deep Neural Networks, Strong Baseline +11

Imaging Time-Series to Improve Classification and Imputation

Zhiguang Wang, Tim Oates · arXiv (Cornell University) · 2015 · 483 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Acoustically actuated ultra-compact NEMS magnetoelectric antennas

Tianxiang Nan, Hwaider Lin, Yuan Gao et al. · Nature Communications · 2017 · 459 citations · Full text

Fabrication and thermal stability of two-dimensional carbide Ti3C2 nanosheets

Kun Wang, Youfu Zhou, Wentao Xu et al. · Ceramics International · 2016 · 388 citations

Materials Engineering, Materials Science, Nanosheet +5

Encoding Time Series as Images for Visual Inspection and Classification Using Tiled Convolutional Neural Networks

Zhiguang Wang, Tim Oates · National Conference on Artificial Intelligence · 2015 · 383 citations

Convolutional Neural Network, Engineering, Machine Learning +17