Out-of-Distribution Detection for Deep Neural Networks With Isolation Forest and Local Outlier Factor.
Siyu LuanZonghua GuLeonid B. FreidovichLili JiangQingling ZhaoPublished in: IEEE Access (2021)
Keyphrases
- neural network
- pattern recognition
- detection method
- detection algorithm
- uniformly distributed
- detection accuracy
- back propagation
- probability distribution
- artificial neural networks
- anomaly detection
- deep learning
- false positives
- change detection
- automatic detection
- neural network model
- false alarms
- spatial distribution
- object detection
- data sets
- data mining
- machine learning
- learning algorithm
- training data
- fuzzy logic
- graphical models
- self organizing maps
- decision trees
- event detection
- detection rate
- image processing
- multilayer perceptron
- genetic algorithm
- fuzzy systems
- network architecture
- object recognition
- target detection
- real time