Next, the demo creates and trains a neural network regression model using the MLPRegressor module ("multi-layer perceptron," an old term for a neural network) from the scikit library. [Click on image ...

Artificial and convolutional neural network regression models were applied to detect the oil spill of Kerch strait in November 2007. The two models showed F1-scores of 0.832 and 0.823 respectively.

The method combines a convolutional neural network with bidirectional long short-term memory, attention mechanism, and natural gradient boosting.