Resampling Techniques for Materials Informatics: Limitations in Crystal Point Groups Classification
Sign Up to like & getrecommendations! Published in 2022 at "Journal of chemical information and modeling"
DOI: 10.1021/acs.jcim.2c00666
Abstract: Imbalanced data sets in materials informatics are pervasive and pose a challenge to the development of classification models. This work investigates crystal point group prediction as an example of an imbalanced classification problem in materials… read more here.
Keywords: materials informatics; techniques materials; resampling techniques; crystal point ... See more keywords
Parkinson's disease resting tremor severity classification using machine learning with resampling techniques
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.955464
Abstract: In resting tremor, the body part is in complete repose and often dampens or subsides entirely with action. The most frequent cause of resting tremors is known as idiopathic Parkinson's disease (PD). For examination, neurologists… read more here.
Keywords: classification; resampling techniques; parkinson disease; resting tremor ... See more keywords