Метод обнаружения изменений структуры веб-сайтов в системе сбора новостной информации (The Method of Detecting Structure Changes of News Websites). - Arkady Andreev; Dmitry Berezkin; Ilya Kozlov; Konstantin Simakov (RCDL, 2012)

EgoLP: Fast and Distributed Community Detection in Billion-Node Social Networks. - Nazar Buzun; Anton Korshunov; Valeriy Avanesov; Ilya Filonenko; Ilya Kozlov; Denis Turdakov; Hangkyu Kim (ICDM Workshops, 2014)

Метод обнаружения дубликатов в потоке текстовых документов (The Method of Detecting Duplicates in a Stream of Text Documents). - Arkady Andreev; Dmitry Berezkin; Ilya Kozlov; Konstantin Simakov (RCDL, 2014)

Faster PLSA. - Valeriy Avanesov; Ilya Kozlov (SYRCoDIS, 2014)

Approach to Forecasting the Development of Situations Based on Event Detection in Heterogeneous Data Streams. - Arkady Andreev; Dmitry Berezkin; Ilya Kozlov (DAMDID/RCDL (Selected Papers), 2017)

Метод прогнозирования развития ситуаций на основе обнаружения событий в потоке текстовых документов (Method for Forecasting of Situations Development Based on Event Detection in Text Stream). - Arkady Andreev; Dmitry Berezkin; Ilya Kozlov (DAMDID/RCDL, 2017)