Concepedia

Knowledge distillation-optimized two-stage anomaly detection for liquid rocket engine with missing multimodal data

Xinwei Zhang, Yong Feng, Jinglong Chen, Zijun Liu, Jun Wang, Hongwei Huang

Reliability Engineering & System Safety · 2023 · 20 citations · 36 references

Concepts

ComputingComputer ScienceSystems EngineeringData MiningKnowledge RepresentationMachine LearningAnomaly DetectionAnomaly Detection In Time SeriesDeep LearningFault DetectionFault DiagnosisOutlier DetectionData Anomaly DetectionData-driven Anomaly DetectionDeep Learning-based Anomaly DetectionFeature Engineering For Anomaly DetectionMissing Data Robust Anomaly DetectionMultimodal Data AcquisitionMultimodal Data Fusion

References

36

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

Conditional Generative Adversarial Nets

Mehdi Mirza, Simon Osindero · arXiv (Cornell University) · 2014 · 8.9K citations · Full text

Computing, Computer Science, Computer Vision +13

A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

Zhiwei Gao, Carlo Cecati, Steven X. Ding · IEEE Transactions on Industrial Electronics · 2015 · 3K citations

Engineering, Industrial Engineering, Systems Engineering +11

Proceedings of the 2nd International Conference on Neural Information Processing Systems

David S. Touretzky · 1989 · 1.4K citations

Computing, Computer Science, Neuroscience +14

Fusing audio, visual and textual clues for sentiment analysis from multimodal content

Erik Cambria, Newton Howard, Guang-Bin Huang et al. · Neurocomputing · 2015 · 543 citations

Computing, Linguistics, Natural Language Processing +13