Automated Machine Learning for Steel Production: A Case Study of TPOT for Material Mechanical Property Prediction.
Tianqing ZhangJian ZhangGongzhuang PengHongwei WangPublished in: ICEBE (2022)
Keyphrases
- machine learning
- prediction accuracy
- raw material
- production line
- prediction algorithm
- pattern recognition
- machine learning methods
- recursive neural networks
- machine learning and statistical
- mechanical properties
- predictive modeling
- computational biology
- case study
- knowledge acquisition
- prediction model
- production system
- decision trees
- feature selection
- computer vision
- prediction error
- expert systems
- learning systems
- text classification
- text mining
- stainless steel
- steel industry
- learning algorithm
- artificial intelligence
- production process
- data mining
- computer science
- automated analysis
- production planning
- explanation based learning
- knowledge representation
- test bed
- active learning
- supervised learning
- information extraction