Author

Anton Kovantsev

Observed names: A.N. Kovantsev, Антон Николаевич Кованцев, Кованцев А.Н.

Institution: ITMO University

Observed institution: ITMO University

ORCID: 0000-0003-1765-7001

Observed ORCID: 0000-0003-1765-7001

OpenAlex ID: A5065223366

Generative approach to Aspect Based Sentiment Analysis with GPT Language Models

2023 · Stanislav Chumakov, Anton Kovantsev, et al. · Procedia Computer Science · 39

Enhancing Predictability Assessment: An Overview and Analysis of Predictability Measures for Time Series and Network Links

2023 · Alexandra Bezbochina, Elizaveta Stavinova, et al. · Entropy · 13

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Analysis of multivariate time series predictability based on their features

2020 · Anton Kovantsev, Peter Gladilin · IEEE ... International Conference on Data Mining workshops · 13

Evaluating Time Series Predictability via Transition Graph Analysis

2021 · Anton Kovantsev, Petr Chunaev, et al. · IEEE ... International Conference on Data Mining workshops · 8

Forecasting Population Migration in Small Settlements Using Generative Models under Conditions of Data Scarcity

2024 · Kirill Zakharov, Albert Aghajanyan, et al. · Smart Cities · 6

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Coupling of Lagrangian Mechanics and Physics-Informed Neural Networks for the Identification of Migration Dynamics

2025 · Kirill Zakharov, Anton Kovantsev, et al. · Smart Cities · 5

Dynamic Classification of Bank Clients by the Predictability of Their Transactional Behavior

2022 · Alexandra Bezbochina, Elizaveta Stavinova, et al. · Lecture notes in computer science · 4

Dynamic Transition Graph for Estimating the Predictability of Financial and Economical Processes

2023 · Dmitriy Prusskiy, Anton Kovantsev, et al. · Studies in computational intelligence · 2

MetaSieve: Performance vs. Complexity Sieve for Time Series Forecasting

2022 · Pavel Shumkovskii, Anton Kovantsev, et al. · IEEE ... International Conference on Data Mining workshops · 2

A Dynamic Model of Customers Behavior: Integrating Econophysics and Physics-Informed Neural Networks

2025 · Kirill Zakharov, Anton Kovantsev, et al. · Lecture notes in computer science · 1

Enhancement of Consumption Forecasting by Customers’ Behavioral Predictability Segregation

2023 · Maria Koshkareva, Anton Kovantsev · 1

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Probabilistic criteria for time-series predictability estimation

2023 · A.N. Kovantsev · Scientific and technical journal of information technologies mechanics and optics · 1

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Crisis Behaviour Strategy Recognition Using Transactional Data

2023 · Maria Koshkareva, Anton Kovantsev · Procedia Computer Science · 1

Refinements of Reservoir Neural Networks for Chaotic Time-Series Forecasting

2026 · Roman Vysotskiy, Shahd Hammoud, et al. · International Conference on Time Series and Forecasting (ITISE)

A Risk Assessment of Social Conflicts by Ranking Municipalities According to Similarity Metrics

2026 · Альберт Грантович Агаджанян, Карина Евгеньевна Тарасьева, et al. · Мир России

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Optimisation of a Socio-Economic System for Increasing Residents' Satisfaction Level

2025 · Karina Tarasieva, Sergei Evgenov, et al. · IEEE ... International Conference on Data Mining workshops

Realistic Controlled Time Series Generation with Variational Autoencoder

2025 · Kirill Zakharov, Anton Kovantsev, et al. · IEEE ... International Conference on Data Mining workshops

Consumer Behaviour Timewise Dependencies Investigation by Means of Transition Graph

2024 · Anton Kovantsev · Studies in computational intelligence

Works count: 20

Citation count: 96

H-index: 5

I10-index: 3