Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science.
Ziyu XiangMingzhou FanGuillermo Vázquez TovarWilliam TrehernByung-Jun YoonXiaofeng QianRaymundo ArróyaveXiaoning QianPublished in: AAAI (2021)
Keyphrases
- predictive modeling
- feature engineering
- materials science
- dependency parsing
- machine learning
- statistical modeling
- data analysis
- data mining methods
- data mining
- artificial intelligence
- natural language processing
- text classification
- text mining
- scientific data
- labeled data
- knowledge discovery
- speech processing
- data mining techniques
- computer science
- big data
- recent advances
- data mining applications
- database
- knowledge representation
- pairwise
- feature space
- information retrieval
- data sets