Intellectual Classifier Development of Citizens' Messages on the "Our St. Petersburg" Portal: Experience in Using Machine Learning Methods. - Petr Begen; Andrei V. Chugunov (SSI, 2019)

Application of Automated Tools in Researching Internet Discourses: Experience of Using the Recurrent Neural Networks for Studying Discussions on Pension Reform. - Petr Begen; Yuri Misnikov; Olga Filatova (SSI, 2019)

Analysis and Classification of Urban Facilities Problems Based on Comments in Social Networks. Case for Saint Petersburg. - Petr Begen; Boris Nizomutdinov; Aleksandr Tropnikov (SSI, 2020)

Usage of Artificial Intelligence in Internet Discourse Analysis: from Manual Mechanisms of Data Processing to Electronic Ones. - Olga Filatova; Daniil Volkovskii; Petr Begen (SSI, 2020)

YOLOv4 for Urban Object Detection: Case of Electronic Inventory in St. Petersburg. - Ebrahim Najafi Kajabad; Petr Begen; Boris Nizomutdinov; Sergey Ivanov (FRUCT, 2021)

The Method of Monitoring Incidents Based on Data from Social Networks: The Case of St. Petersburg. - Boris Nizomutdinov; Petr Begen; Daria Lipatova (IMS, 2021)

Application of Automated Means of Content Analysis of Data from Geoinformation Networks to Study the Accessibility of Landscaping Facilities (short paper). - Boris Nizomutdinov; Vladimir Kazak; Petr Begen (SSI, 2021)