A Case Study on Challenges of Applying Machine Learning for Predictive Drill Bit Sharpness Estimation.
Umut OnusStefan MarrSebastian UzielSilvia KrugPublished in: MetroInd4.0&IoT (2021)
Keyphrases
- machine learning
- model selection
- machine learning algorithms
- lessons learned
- pattern recognition
- knowledge acquisition
- learning tasks
- case study
- predictive modeling
- reinforcement learning
- support vector machine
- knowledge discovery
- machine learning and data mining
- learning algorithm
- data mining
- key issues
- technical challenges
- test bed
- data sets
- accurate estimation
- estimation accuracy
- computer science
- feature selection
- computer vision
- artificial intelligence
- supervised machine learning
- computational biology
- maximum likelihood
- inductive learning
- pattern matching
- learning systems
- least squares
- information extraction
- knowledge representation
- real world