Ilya Makarov
Высшая школа экономики
- Advanced Graph Neural Networks
- Complex Network Analysis Techniques
- Advanced Vision and Imaging
- Topic Modeling
- Image Processing Techniques and Applications
Чем занимается
Ключевые темы по публикациям: Advanced Graph Neural Networks; Complex Network Analysis Techniques; Advanced Vision and Imaging; Topic Modeling; Image Processing Techniques and Applications.
Последние работы
Все 235 в OpenAlexClassifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network2022 · аннотациясвернуть
In this article, behaviour of students in the e-learning environment is analyzed. The novel pipeline is proposed based on video facial processing. At first, face detection, tracking and clustering techniques are applied…
Survey on graph embeddings and their applications to machine learning problems on graphs2021 · аннотациясвернуть
Dealing with relational data always required significant computational resources, domain expertise and task-dependent feature engineering to incorporate structural information into a predictive model. Nowadays, a family…
- Fault detection in Tennessee Eastman process with temporal deep learning models2021
Dual network embedding for representing research interests in the link prediction problem on co-authorship networks2019 · аннотациясвернуть
We present a study on co-authorship network representation based on network embedding together with additional information on topic modeling of research papers and new edge embedding operator. We use the link prediction…
- Predicting Winning Team and Probabilistic Ratings in “Dota 2” and “Counter-Strike: Global Offensive” Video Games2017
- Al-doped C3N4 composite cathodes suppress polysulfide shuttle and enable long-lifetime Li–S batteries with physics-informed NeuralODE lifetime forecasting2026
- RIDER: Evolutionary Prompt Optimization with Adaptive Operator Selection for Software Engineering2026
- Inspectable Control for Structure-Preserving Software Regeneration2026
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Шаблон письма
Здравствуйте, Ilya Makarov! Я студент(ка) [курс, факультет, вуз]. Мне интересна тема [опишите интересы своими словами]. Прочитал(а) вашу работу «Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network» (2022) — она близка к тому, чем я хочу заниматься. Хочу обсудить возможность выполнить научную работу под вашим руководством. Буду благодарен(на) за ответ — готов(а) рассказать о себе подробнее и прислать резюме. С уважением, [Имя Фамилия]
На этапе теста письмо отправляешь сам из своей почты. Отправка из сервиса и статусы заявок — скоро.