Mikhail Tokovarov

A Three-Class Classification of Cognitive Workload Based on EEG Spectral Data

Małgorzata Plechawska–Wójcik, Mikhail Tokovarov, Monika Kaczorowska et al. · Applied Sciences · 2019 · 77 citations · Full text

Social Sciences, Neuroscience, Cognitive Neuroscience +16

A probabilistic generalization of isolation forest

Mikhail Tokovarov, Paweł Karczmarek · Information Sciences · 2021 · 72 citations · Full text

Computing, Computer Science, Computer Vision +15

An analysis of eye-tracking and electroencephalography data for cognitive load measurement during arithmetic tasks

Magdalena Borys, Mikhail Tokovarov, Martyna Wawrzyk et al. · 2017 · 31 citations

Social Sciences, Behavioral Sciences, Psychology +17

Interpretable Machine Learning Models for Three-Way Classification of Cognitive Workload Levels for Eye-Tracking Features

Monika Kaczorowska, Małgorzata Plechawska–Wójcik, Mikhail Tokovarov · Brain Sciences · 2021 · 31 citations · Full text

Computing, Computer Science, Computer Vision +16

Isolation Forest Based on Minimal Spanning Tree

Paweł Karczmarek, Mikhail Tokovarov · IEEE Access · 2022 · 25 citations · Full text

Computing, Computer Science, Data Mining +12