Antonov A., Kontsevik G., Natykin M., Mityagin S.A. Feedback2Event: Public attention event extraction from spontaneous data for urban management. Procedia Computer Science. 2023. Vol. 229. pp. 138-148.
Antonov A., Vidiasova L., Chugunov A. Detecting Public Spaces and Possibilities of Risk Situations in Them via Social Media Data. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 14025. pp. 3-13.
Mityagin S., Kopyt N., Shmeleva I.A., Malysheva S., Malysheva E., Antonov A., Sokol A., Zakharenko N., Churiakova T., Budennyy S.A., Boukhanovsky A.V. Green Spaces in Urban Environments: Network Planning of Plant Species Composition. Sustainability. 2023. Vol. 15. No. 20. pp. 14905.
Nizomutdinov B.A., Uglova A.B., Antonov A.S. Value-oriented management of city development programs based on data from social networks. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 13957. pp. 369–382.
Kontsevik G., Churiakova T.A., Markovskiy V.A., Antonov A., Mityagin S.A. Urban blocks modelling method. Procedia Computer Science. 2023. Vol. 229. pp. 119-127.
Антонов А.С. Подход к разработке методики человекоориентированной оценки качества благоустройства общественных пространств. Сборник трудов XI Конгресса молодых учёных (Санкт-Петербург, 4-8 апреля 2022 г.). 2022. Т. 2. С. 16-19.
Galaktionova A., Antonov A. Analysis of the Interconnection between Perceived Safety and Custodianship in Urban Green Zones. ACM International Conference Proceeding Series. 2022. pp. 266-273.
Antonov A. Anomalies in feedback: detection of hidden events in dynamics of city service complaint reporting. Procedia Computer Science. 2022. Vol. 212. pp. 201-208.
Tikhonova O., Antonov A., Bogomolov Y., Khulbe D., Sobolevsky S.L. Detecting a citizens' activity profile of an urban territory through natural language processing of social media data. Procedia Computer Science. 2022. Vol. 212. pp. 11-22.
Galaktionova A., Antonov A. Study on the Perceived Safety of Urban Environment Using Participatory Digital Data. ACM International Conference Proceeding Series. 2022. pp. 1-11.
Tikhonova O., Khrulkov A., Antonov A., Sobolevsky S.L., Mityagin S.A. Extraction of hidden topics in urban context based on the Internet publications analysis. Procedia Computer Science. 2022. Vol. 212. pp. 23-33.
Antonov A., Khodnenko I., Kudinov S. Facade deterioration prediction with the use of machine learning methods, based on objective parameters and e-participation data. Procedia Computer Science. 2021. Vol. 193. pp. 42-51.
Smirnov E., Dunaenko S., Kudinov S., Antonov A. Using Machine Learning Methods in City Park Design Automation. CUPUM2021 digital book of abstracts. 2021. pp. 1-7.
Система фокусирования внимания при поддержке принятия решений в сфере управления городскими процессами
Методика анализа качества городской среды с помощью инструментов электронного участия
Kudinov S., Ilina E., Antonov A. Analyzing Civic Activity in the Field of Urban Improvement and Housing Maintenance Based on E-Participation Data: St. Petersburg Experience. Communications in Computer and Information Science. 2020. Vol. 1135. pp. 88-102.
Данные электронного участия как косвенный источник информации о характеристиках городской среды
Kudinov S., Antonov A., Ilina E. Specifying Spatial and Temporal Characteristics of Increased Activity of Users of E-Participation Services. Communications in Computer and Information Science. 2020. Vol. 1349. pp. 156–171.
Использование данных сервисов электронного участия в исследованиях городской среды
Российская Федерация, Санкт-Петербург