07173nam a22007815i 4500 978-3-031-67008-4 DE-He213 20251030112659.0 cr nn 008mamaa 240730s2024 sz | s |||| 0|eng d 9783031670084 978-3-031-67008-4 10.1007/978-3-031-67008-4 doi QA76.9.D343 UNF bicssc UYQE bicssc COM021030 bisacsh UNF thema UYQE thema Recent Trends in Analysis of Images, Social Networks and Texts [electronic resource] : 11th International Conference, AIST 2023, Yerevan, Armenia, September 28–30, Revised Selected Papers / edited by Dmitry I. Ignatov, Michael Khachay, Andrey Kutuzov, Habet Madoyan, Ilya Makarov, Irina Nikishina, Alexander Panchenko, Maxim Panov, Panos M. Pardalos, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina, Sergey Zagoruyko. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XLIII, 310 p. 87 illus., 80 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 1905 -- Natural Language Processing. -- Determination of the Number of Topics Intrinsically: Is It Possible?. -- Sentence Difficulty in Three Languages: Russian Dataset compared to Italian and English. -- Machine Translation Models Stand Strong in the Face of Adversarial Attacks. -- Whether Large Language Models Learn at the Inference Stage?. -- Machine Translation for Russian-Khakas language pair: translation results in low-resource setting. -- Automatic aspect extraction from scientific texts. -- User Review Summarization in Russian. -- Tuning-free Discriminative Nearest Neighbor Few-shot Intent Detection via Consecutive Knowledge Transfer. -- Prompt-tuning for Targeted Sentiment Analysis in Russian. -- On the Way to Controllable Text Summarization in Russian. -- Document-level relation extraction in Russian. -- The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends. -- Computer Vision. -- Interactive Image Segmentation with Superpixel Propagation. -- Gesture recognition on video data. -- Semantic-aware GAN Manipulations for Human Face Editing. -- Learning facial expression recognition in-the-wild from synthetic data based on an ensemble of lightweight neural networks. -- Acne recognition: training models with experts. -- Data Analysis and Machine Learning. -- Application of Multimodal Machine Learning for Image Recommendation Systems. -- Data-Driven Approach for Identifying Functional State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis. -- Network Analysis. -- Approximate Density Computation for OA-biclustering. -- Theoretical Machine Learning and Optimization. -- Distributed Bayesian Coresets. -- Demo Paper. -- Development of a visualization tool for the occurrence of life events on the demographic Lexis grid. This book constitutes the refereed proceedings of the 11th International Conference on Recent Trends in Analysis of Images, Social Networks and Texts, AIST 2023, held in Yerevan, Armenia, during September 28–30, 2023. The 19 full papers 2 short papers and 1 demo paper included in this book were carefully reviewed and selected from 52 submissions. They were organized in topical sections as follows: Natural Language Processing; Computer Vision; Data Analysis and Machine Learning; Network Analysis; Theoretical Machine Learning and Optimization; and Demo Paper. Data mining. 6941 Artificial intelligence. 58441 Application software. Database management. 60571 Social sciences Data processing. 65741 Image processing Digital techniques. 64228 Computer vision. Data Mining and Knowledge Discovery. Artificial Intelligence. 58441 Computer and Information Systems Applications. Database Management. 60571 Computer Application in Social and Behavioral Sciences. 65743 Computer Imaging, Vision, Pattern Recognition and Graphics. 65550 Ignatov, Dmitry I. editor. (orcid)0000-0002-6584-8534 https://orcid.org/0000-0002-6584-8534 edt http://id.loc.gov/vocabulary/relators/edt 73370 Khachay, Michael. editor. (orcid)0000-0003-3555-0080 https://orcid.org/0000-0003-3555-0080 edt http://id.loc.gov/vocabulary/relators/edt 68178 Kutuzov, Andrey. editor. (orcid)0000-0003-2540-5912 https://orcid.org/0000-0003-2540-5912 edt http://id.loc.gov/vocabulary/relators/edt 73371 Madoyan, Habet. editor. edt http://id.loc.gov/vocabulary/relators/edt 73372 Makarov, Ilya. editor. (orcid)0000-0002-3308-8825 https://orcid.org/0000-0002-3308-8825 edt http://id.loc.gov/vocabulary/relators/edt 73373 Nikishina, Irina. editor. (orcid)0000-0003-4910-8568 https://orcid.org/0000-0003-4910-8568 edt http://id.loc.gov/vocabulary/relators/edt 73374 Panchenko, Alexander. editor. (orcid)0000-0001-6097-6118 https://orcid.org/0000-0001-6097-6118 edt http://id.loc.gov/vocabulary/relators/edt 73375 Panov, Maxim. editor. (orcid)0000-0001-5161-2822 https://orcid.org/0000-0001-5161-2822 edt http://id.loc.gov/vocabulary/relators/edt 73376 M. Pardalos, Panos. editor. (orcid)0000-0003-2824-101X https://orcid.org/0000-0003-2824-101X edt http://id.loc.gov/vocabulary/relators/edt 81571 Savchenko, Andrey V. editor. (orcid)0000-0001-6196-0564 https://orcid.org/0000-0001-6196-0564 edt http://id.loc.gov/vocabulary/relators/edt 73377 Tsymbalov, Evgenii. editor. (orcid)0000-0002-9072-1172 https://orcid.org/0000-0002-9072-1172 edt http://id.loc.gov/vocabulary/relators/edt 73378 Tutubalina, Elena. editor. (orcid)0000-0001-7936-0284 https://orcid.org/0000-0001-7936-0284 edt http://id.loc.gov/vocabulary/relators/edt 73379 Zagoruyko, Sergey. editor. (orcid)0000-0001-9684-5240 https://orcid.org/0000-0001-9684-5240 edt http://id.loc.gov/vocabulary/relators/edt 73380 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031670077 Printed edition: 9783031670091 Communications in Computer and Information Science, 1865-0937 ; 1905 66508 https://doi.org/10.1007/978-3-031-67008-4 ZDB-2-SCS ZDB-2-SXCS 62059 62059