Assessing the Influence of Sensor-Induced Noise on Machine-Learning-Based Changeover Detection in CNC Machines.
Vinai George BijuAnna-Maria SchmittBastian EngelmannPublished in: Sensors (2024)
Keyphrases
- machine learning
- sensor noise
- low signal to noise ratio
- false alarms
- sensor networks
- decision trees
- information extraction
- scheduling problem
- detection algorithm
- signal detection
- automatic detection
- noise reduction
- noisy data
- sensor data
- noise level
- missing data
- machine learning algorithms
- detection method
- noisy environments
- detection accuracy
- learning machines
- object detection
- random noise
- anti noise
- image noise
- false positives
- forward looking infrared
- natural language processing
- data mining
- artificial intelligence
- pattern recognition
- data analysis
- active learning
- signal to noise ratio
- text classification
- real time
- machine learning methods
- median filter
- supervised learning
- knowledge acquisition
- model selection
- high sensitivity
- image processing
- inductive logic programming