Implicit learning in autoencoder novelty assessment

Proceedings of the International Joint Conference on Neural Networks

Volumn 3, Issue , 2002, Pages 2878-2883

  Thompson, Benjamin B ^a   Marks II, Robert J ^a   Choi, Jai J ^a   El Sharkawi, Mohamed A ^a   Huang, Ming Yuh ^a   Bunje, Carl ^a  

^a University of Washington   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; DATA COMPRESSION; FEEDFORWARD NEURAL NETWORKS; LEARNING SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; SENSOR DATA FUSION; SPURIOUS SIGNAL NOISE;

AUTOENCODER; INFORMATION COMPRESSION;

ENCODING (SYMBOLS);

EID: 0036079885     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Set constraint discovery: Missing sensor data restoration using auto-associative regression machines
2. Background noise suppression for signal enhancement by novelty filtering
3. Novelty detection of shorted turns in turbo-generated rotors
4. Elliptical novelty grouping for on-line short-turn detection of excited running rotors
5. Detection of shorted-turns in the field winding of turbine-generator rotors using novelty detectors: Development and field test
6. ANNSTLF - A neural-network-based electric load forecasting system
7. Similarities of error regularization, sigmoid gain scaling, target smoothing and training with jitter