Taesup Moon

Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks

Youngwook Kim, Taesup Moon · IEEE Geoscience and Remote Sensing Letters · 2015 · 630 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Toward a unified framework for interpreting machine-learning models in neuroimaging

Lada Kohoutová, Juyeon Heo, Sungmin Cha et al. · Nature Protocols · 2020 · 172 citations · Full text

Machine-learning Models, Engineering, Neuroimaging Modality +12

Subtask Gated Networks for Non-Intrusive Load Monitoring

Changho Shin, Sunghwan Joo, Jaeryun Yim et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 134 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Estimating PM2.5 concentration of the conterminous United States via interpretable convolutional neural networks

Yongbee Park, Byungjoon Kwon, Juyeon Heo et al. · Environmental Pollution · 2019 · 132 citations

Human Activity Impact, Pollution Detection, Environmental Monitoring +11

Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks

Jinhee Park, Rios Jesus Javier, Taesup Moon et al. · Sensors · 2016 · 119 citations · Full text