Ksenia V. Lagutina

According to our database, Ksenia V. Lagutina authored at least 22 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Genre Classification of Russian Texts Based on Modern Embeddings and Rhythm.

Ksenia V. Lagutina

Autom. Control. Comput. Sci., December, 2023

2022

Text Classification by Genres Based on Rhythmic Characteristics.

Ksenia V. Lagutina, Nadezhda S. Lagutina, Elena I. Boychuk

Autom. Control. Comput. Sci., December, 2022

Topical Text Classification of Russian News: a Comparison of BERT and Standard Models.

Ksenia V. Lagutina

Proceedings of the 31st Conference of Open Innovations Association, 2022

2021

Automated Search and Analysis of the Stylometric Features That Describe the Style of the Prose of 19th-21st Centuries.

Ksenia V. Lagutina, Alla M. Manakhova

Autom. Control. Comput. Sci., 2021

Authorship Verification of Literary Texts with Rhythm Features.

Ksenia V. Lagutina, Nadezhda S. Lagutina, Elena I. Boychuk, Vladislav Larionov, Ilya V. Paramonov

Proceedings of the 28th Conference of Open Innovations Association, 2021

A Survey of Models for Constructing Text Features to Classify Texts in Natural Language.

Ksenia V. Lagutina, Nadezhda S. Lagutina

Proceedings of the 29th Conference of Open Innovations Association, 2021

2020

Automated Rhythmic Device Search in Literary Texts Applied to Comparing Original and Translated Texts as Exemplified by English to Russian Translations.

Nadezhda S. Lagutina, Ksenia V. Lagutina, Elena I. Boychuk, Inna A. Vorontsova, Ilya V. Paramonov

Autom. Control. Comput. Sci., 2020

Automatic Extraction of Rhythm Figures and Analysis of Their Dynamics in Prose of 19th-21st Centuries.

Ksenia V. Lagutina, Anatoliy Y. Poletaev, Nadezhda S. Lagutina, Elena I. Boychuk, Ilya V. Paramonov

Proceedings of the 26th Conference of Open Innovations Association, 2020

The Influence of Different Stylometric Features on the Classification of Prose by Centuries.

Ksenia V. Lagutina, Nadezhda S. Lagutina, Elena I. Boychuk, Ilya V. Paramonov

Proceedings of the 27th Conference of Open Innovations Association, 2020

2019

Analysis of Influence of Different Relations Types on the Quality of Thesaurus Application to Text Classification Problems.

Nadezhda S. Lagutina, Ksenia V. Lagutina, Ivan Shchitov, Ilya V. Paramonov

Autom. Control. Comput. Sci., 2019

Russian-Language Thesauri: Automatic Construction and Application for Natural Language Processing Tasks.

Nadezhda S. Lagutina, Ksenia V. Lagutina, A. S. Adrianov, Ilya V. Paramonov

Autom. Control. Comput. Sci., 2019

Sentiment Classification into Three Classes Applying Multinomial Bayes Algorithm, N-Grams, and Thesaurus.

Ksenia V. Lagutina, Vladislav Larionov, Vladislav Petryakov, Nadezhda S. Lagutina, Ilya V. Paramonov, Ivan Shchitov

Proceedings of the 24th Conference of Open Innovations Association, 2019

A Survey on Stylometric Text Features.

Ksenia V. Lagutina, Nadezhda S. Lagutina, Elena I. Boychuk, Inna A. Vorontsova, Elena Shliakhtina, Olga Belyaeva, Ilya V. Paramonov, P. G. Demidov

Proceedings of the 25th Conference of Open Innovations Association, 2019

Automated Approach to Rhythm Figures Search in English Text.

Elena I. Boychuk, Inna A. Vorontsova, Elena Shliakhtina, Ksenia V. Lagutina, Olga Belyaeva

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

2018

Sentiment Classification of Russian Texts Using Automatically Generated Thesaurus.

Ksenia V. Lagutina, Vladislav Larionov, Vladislav Petryakov, Nadezhda S. Lagutina, Ilya V. Paramonov

Proceedings of the 23rd Conference of Open Innovations Association, 2018

Automated Analysis of Micro-contexts of Word for Construction of Its Lexicographic Description.

Nadezhda S. Lagutina, Yuliya Tsofina, Ilya V. Paramonov, Ksenia V. Lagutina, Natalia Kasatkina

Proceedings of the Supplementary Proceedings of the Seventh International Conference on Analysis of Images, Social Networks and Texts (AIST 2018), Moscow, Russia, July 5, 2018

2017

A survey on thesauri application in automatic natural language processing.

Ivan Shchitov, Ksenia V. Lagutina, Nadezhda S. Lagutina, Ilya V. Paramonov, Andrey Vasilyev

Proceedings of the 21st Conference of Open Innovations Association, 2017

Sentiment classification of long newspaper articles based on automatically generated thesaurus with various semantic relationships.

Ivan Shchitov, Ksenia V. Lagutina, Nadezhda S. Lagutina, Ilya V. Paramonov

Proceedings of the 21st Conference of Open Innovations Association, 2017

Applicability of Automatically Generated Thesauri to Text Classification in Specific Domains.

Ksenia V. Lagutina, Ivan Shchitov, Nadezhda S. Lagutina, Ilya V. Paramonov

Proceedings of the Supplementary Proceedings of the Sixth International Conference on Analysis of Images, Social Networks and Texts (AIST 2017), Moscow, Russia, July 27, 2017

2016

Thesaurus-Based Method of Increasing Text-via-Keyphrase Graph Connectivity During Keyphrase Extraction for e-Tourism Applications.

Ilya V. Paramonov, Ksenia V. Lagutina, Eldar Mamedov, Nadezhda S. Lagutina

Proceedings of the Knowledge Engineering and Semantic Web - 7th International Conference, 2016

Analysis of relation extraction methods for automatic generation of specialized thesauri: Prospect of hybrid methods.

Ksenia V. Lagutina, Eldar Mamedov, Nadezhda S. Lagutina, Ilya V. Paramonov, Ivan Shchitov

Proceedings of the 19th Conference of Open Innovations Association, 2016

2015

Mobile apps for stimulating healthy life: walky doggy reference example.

Denis Laure, Oleg S. Medvedev, Sergey I. Balandin, Ksenia V. Lagutina

Proceedings of the 17th Conference of Open Innovations Association FRUCT, 2015