machine-learning

Predicting Chemical Biodegradability Using Molecular Structure Data Through Machine Learning Classification

A QSAR classification study on 1055 compounds: whether 41 molecular descriptors, computed from structure alone, are enough to tell a readily biodegradable chemical from one that persists.

Study on Power Spectral Density by Improving Electroencephalography Signal Quality

Area of the alpha band in EEG as a measure of stability

Measuring the area under the alpha band of an EEG spectrum as a quantitative index of restfulness, with an autoencoder trained to denoise the signal before the spectrum is taken.