Concepedia
Engineering Applications of Artificial Intelligence · 2022 · 42 citations · 36 references
EngineeringMachine LearningData ScienceAutoencodersVariational AutoencoderComputer EngineeringSystems EngineeringDeep LearningSoft SensorRecurrent Neural NetworkVirtual SensorIndustrial Informatics
36
Long Short-Term Memory
Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations
Auto-Encoding Variational Bayes
Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.5K citations · Full text
Structured Prediction, Auto-encoding Variational Bayes, Machine Learning +17
A Survey on Deep Learning for Data-Driven Soft Sensors
Qingqiang Sun, Zhiqiang Ge · IEEE Transactions on Industrial Informatics · 2021 · 548 citations
Convolutional Neural Network, Industrial Informatics, Engineering +11
Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development
Xiaofeng Yuan, Lin Li, Yuri A.W. Shardt et al. · IEEE Transactions on Industrial Electronics · 2020 · 463 citations
Artificial Intelligence, Engineering, Machine Learning +17
Review of soft sensor methods for regression applications
Francisco Souza, Rui Araújo, Jérôme Mendes · Chemometrics and Intelligent Laboratory Systems · 2015 · 320 citations
Engineering, Soft Sensor, Structural Health Monitoring +6