Evolutionary algorithms for constructing an ensemble of decision trees

no code implementations • 3 Feb 2020 • Evgeny Dolotov, Nikolai Zolotykh

Most decision tree induction algorithms are based on a greedy top-down recursive partitioning strategy for tree growth.

Evolutionary Algorithms reinforcement-learning +1

Linear and Fisher Separability of Random Points in the d-dimensional Spherical Layer

no code implementations • 1 Feb 2020 • Sergey Sidorov, Nikolai Zolotykh

Stochastic separation theorems play important role in high-dimensional data analysis and machine learning.

Deep Learning for ECG Segmentation

1 code implementation • 14 Jan 2020 • Viktor Moskalenko, Nikolai Zolotykh, Grigory Osipov

We propose an algorithm for electrocardiogram (ECG) segmentation using a UNet-like full-convolutional neural network.

Segmentation