Ilya Makarov

Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network

A. Savchenko, L. V. Savchenko, Ilya Makarov · IEEE Transactions on Affective Computing · 2022 · 288 citations

Survey on graph embeddings and their applications to machine learning problems on graphs

Ilya Makarov, Dmitrii Kiselev, Nikita Nikitinsky et al. · PeerJ Computer Science · 2021 · 111 citations · Full text

Graph Neural Network, Graph Representation Learning, Machine Learning +15

Fault detection in Tennessee Eastman process with temporal deep learning models

Ildar Lomov, Mark Lyubimov, Ilya Makarov et al. · Journal of Industrial Information Integration · 2021 · 100 citations

Artificial Intelligence, Fault Diagnosis, Engineering +11

Dual network embedding for representing research interests in the link prediction problem on co-authorship networks

Ilya Makarov, Olga Gerasimova, Pavel Sulimov et al. · PeerJ Computer Science · 2019 · 51 citations · Full text

Network Representation, Engineering, Interaction Network +21

Semi-Dense Depth Interpolation using Deep Convolutional Neural Networks

Ilya Makarov, Vladimir Aliev, Olga Gerasimova · 2017 · 40 citations

Machine Vision, Image Analysis, Machine Learning +13