Andreas Schwung

Contrastive learning based self-supervised time-series analysis

Johannes Pöppelbaum, Gavneet Singh Chadha, Andreas Schwung · Applied Soft Computing · 2022 · 122 citations

Computing, Computer Science, Data Mining +13

Bidirectional deep recurrent neural networks for process fault classification

Gavneet Singh Chadha, Ambarish Panambilly, Andreas Schwung et al. · ISA Transactions · 2020 · 102 citations

Computing, Computer Science, Machine Learning +13

Graph neural networks-based scheduler for production planning problems using reinforcement learning

Mohammed Sharafath Abdul Hameed, Andreas Schwung · Journal of Manufacturing Systems · 2023 · 54 citations

Management, Operations Management, Machine Learning +12

A Sequence-to-Sequence Approach for Remaining Useful Lifetime Estimation Using Attention-augmented Bidirectional LSTM

Sayed Rafay Bin Shah, Gavneet Singh Chadha, Andreas Schwung et al. · Intelligent Systems with Applications · 2021 · 44 citations · Full text

Computing, Computer Science, Machine Learning +16

Deep Convolutional Clustering-Based Time Series Anomaly Detection

Gavneet Singh Chadha, Intekhab Islam, Andreas Schwung et al. · Sensors · 2021 · 38 citations · Full text

Computing, Computer Science, Industrial Engineering +17