Robust Topological Descriptors for Machine Learning Prediction of Guest Adsorption in Nanoporous Materials.
Aditi S. KrishnapriyanMaciej HaranczykDmitriy MorozovPublished in: CoRR (2020)
Keyphrases
- machine learning
- feature descriptors
- prediction accuracy
- machine learning methods
- learning algorithm
- machine learning algorithms
- pattern recognition
- rotationally invariant
- inductive learning
- learning systems
- feature selection
- computer vision
- learning materials
- shape descriptors
- natural language processing
- visual features
- data mining
- support vector machine
- inductive logic programming
- knowledge discovery
- artificial intelligence
- virtual machine
- low energy
- highly discriminative
- decision trees