Peng Peng

Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis

Peng Peng, Wenjia Zhang, Yi Zhang et al. · Neurocomputing · 2020 · 122 citations

Artificial Intelligence, Fault Diagnosis, Imbalanced Fault Diagnosis +10

Open-Set Fault Diagnosis via Supervised Contrastive Learning With Negative Out-of-Distribution Data Augmentation

Peng Peng, Jiaxun Lu, Tingyu Xie et al. · IEEE Transactions on Industrial Informatics · 2022 · 83 citations

Fault Diagnosis, Engineering, Machine Learning +16

Towards robust and understandable fault detection and diagnosis using denoising sparse autoencoder and smooth integrated gradients

Peng Peng, Yi Zhang, Hongwei Wang et al. · ISA Transactions · 2021 · 40 citations

Fault Diagnosis, Engineering, Machine Learning +10

Supervised contrastive representation learning with tree-structured parzen estimator Bayesian optimization for imbalanced tabular data

Shuting Tao, Peng Peng, Yunfei Li et al. · Expert Systems with Applications · 2023 · 40 citations

Engineering, Machine Learning, Data Science +8

Progressively Balanced Supervised Contrastive Representation Learning for Long-Tailed Fault Diagnosis

Peng Peng, Jiaxun Lu, Shuting Tao et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 37 citations

Fault Diagnosis, Engineering, Machine Learning +17