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Новая схема применения автоматической классификации для анализа социально-экономических систем
С. 517–526.
Language:
Russian
Keywords: автоматическая классификация
In book
Кн. 4. , М.: Издательский дом НИУ ВШЭ, 2017.
Afanasev I., Journal of Language Relationship 2023 Vol. 21 No. 3-4 P. 159–177
Recent advances in computational historical linguistics have inspired a discussion on newly implemented quantitative methods — mainly, it is about their lack of transparency, and the ways to overcome it. This paper aims to demonstrate the advantages of transparency for such tools. The study compares two types of language distance measurement systems used in classification. ...
Added: May 15, 2024
The Use of Khislavichi Lect Morphological Tagging to Determine its Position in the East Slavic Group
Afanasev I., , in: Proceedings of Tenth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2023).: Association for Computational Linguistics, 2023. P. 174–186.
The study of low-resourced East Slavic lects is becoming increasingly relevant as they face the prospect of extinction under the pressure of standard Russian while being treated by academia as an inferior part of this lect. The Khislavichi lect, spoken in a settlement on the border of Russia and Belarus, is a perfect example of ...
Added: May 15, 2023
Association for Computational Linguistics, 2023.
These proceedings include the 23 papers presented at the 10th Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial), co-located with the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL). Both EACL and VarDial were held in Dubrovnik, Croatia, in a hybrid format, allowing participants to attend on-site or ...
Added: May 15, 2023
Rubchinskiy A., / Series WP7 "Математические методы анализа решений в экономике, бизнесе и политике". 2016. No. WP7/2016/09.
A new decomposition approach to complex systems analysis is suggested. The conventional approach deals with the construction of a single, “the most correct”, decomposition of the considered system. Meanwhile the suggested approach is oriented to the construction of a family of decompositions, whose properties reveal some important meaningful features of the initial system. The expedience ...
Added: October 20, 2017
Rubchinskiy A., / NRU Higher School of Economics. Series WP7 "Математические методы анализа решений в экономике, бизнесе и политике". 2015. No. WP7/2015/09.
An algorithm of solution of the Automatic Classification (AC for brevity) problem is set forth in the paper. In the AC problem, it is required to find one or several partitions, starting with the given pattern matrix or dissimilarity / similarity matrix. The three-level scheme of the algorithm is suggested. The output of the procedure ...
Added: October 19, 2017
Durandin O., Zolotykh N., Хилал Н. Р. et al., Научно-технический вестник информационных технологий, механики и оптики 2017 № 1(107) С. 110–116
Subject of Research.We propose an approach for solving machine learning classification problem that uses the information about the probability distribution on the training data class label set. The algorithm is illustrated on a complex natural language processing task - classification of Arabic dialects. Method. Each object in the training set is associated with a probability distribution over ...
Added: February 8, 2017
Kharlamov A. A., Жонин А. А., Сергиевский Н. А. et al., Вестник Московского государственного лингвистического университета. Языкознание. Междисциплинарный подход в теоретической и практической лингвистике 2013 № 1 С. 81–91
Рассмотрены тенденции в развитии цифровых библиотек и их сервисов. Показано, что основное направление развития адаптивных сервисов цифровых библиотек связано с введением персонализации, которая улучшает качество их функций за счет подстройки к интересам пользователя.Предлагается подход к автоматической классификации на основе технологии для автоматического смыслового анализа текстов TextAnalyst как основание для формирования механизма персонализации. Описывается реализация программной ...
Added: November 12, 2016
Kharlamov A. A., Ермоленко Т. В., Информационные технологии 2015 № 11 С. 814–820
Ассоциативная память человека является средством для преодоления информационной сложности, возникавшей и возникающей постоянно в процессе его жизнедеятельности. В работе рассмотрена архитектура, свойства и функциональность ассоциативной памяти с целью ее использования для моделирования способности преодоления информационной сложности. Рассмотрен процесс перенормировки весовых характеристик образов событий, хранящихся в иерархии колонок коры полушарий большого мозга человека, который происходит в ...
Added: November 12, 2016
Galatenko V. V., Livshitz E., Chernorizov A. et al., Psychology in Russia: State of the Art 2013 Vol. 6 No. 3 P. 41–48
Automated classification of a human functional state is an important problem, with applications including stress resistance evaluation, supervision over operators of critical infrastructure, teaching and phobia therapy. Such classification is particularly efficient in systems for teaching and phobia therapy that include a virtual reality module, and provide the capability for dynamic adjustment of task complexity. ...
Added: October 29, 2015
Galatenko Y. N., Procedia - Social and Behavioral Sciences 2013 Vol. 86 No. C P. 373–378
An automated real-time classification of human functional states is an important problem for stress resistance evaluation, supervision over operators of critical infrastructure, automated teaching and phobia therapy. In this paper we propose a novel method for binary classification of functional states based on the integrated analysis of (peripheral) physiological parameters: galvanic skin response, respiratory rate, ...
Added: October 15, 2013