A Pipeline to Evaluate the Effects of Noise on Machine Learning Detection of Laryngeal Cancer.
Mary PatersonJames MoorLuisa CutilloPublished in: INTERSPEECH (2023)
Keyphrases
- machine learning
- artificial intelligence
- detection method
- learning algorithm
- object detection
- data mining
- noise level
- noise model
- low signal to noise ratio
- detection accuracy
- signal detection
- noise reduction
- data analysis
- random noise
- knowledge acquisition
- computer vision
- noisy environments
- learning tasks
- gaussian noise
- false alarms
- signal to noise ratio
- anomaly detection
- information extraction
- active learning
- automatic detection
- noisy images
- inductive logic programming
- detection rate
- false positives
- missing data
- machine learning algorithms
- detection algorithm
- pattern recognition
- decision trees
- processing pipeline
- weak signal