07554nam a22007815i 4500 978-3-031-54534-4 DE-He213 20251030111729.0 cr nn 008mamaa 240319s2024 sz | s |||| 0|eng d 9783031545344 978-3-031-54534-4 10.1007/978-3-031-54534-4 doi QA76.9.D343 UNF bicssc UYQE bicssc COM021030 bisacsh UNF thema UYQE thema Analysis of Images, Social Networks and Texts [electronic resource] : 11th International Conference, AIST 2023, Yerevan, Armenia, September 28–30, 2023, 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. XXVII, 364 p. 117 illus., 74 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Computer Science, 1611-3349 ; 14486 Invited Paper: Threatening Expression and Target Identification in under-resource languages using NLP Techniques -- Natural Language Processing: Benchmarking Multi-Label Topic Classification in Kyrgyz Language -- Transformers compression: A study of matrix decomposition methods using Fisher information -- Leveraging Lexical Taxonomy Data in Large Language Models for Hyponymy Prediction -- Content selection in abstractive summarization with biased encoder mixtures -- RuCAM: Comparative Argumentative Machine for the Russian Language -- Paraphrasers and Classifiers: Controllable Text Generation for Text Style Transfer -- Less than Necessary or More than Sufficient: Validating Probing Dataset Size -- Unsupervised Ultra-Fine Entity Typing with Distributionally Induced Word Senses -- Static, dynamic, or contextualized: what is the best approach for discovering semantic shifts in Russian media? -- Controllable Story Generation Based on Perplexity Minimization -- Automatic Detection of Dialectal Features of Pskov Dialects in the Speech of Native Speakers -- Needle in a Haystack: Finding Suitable Idioms Based on Text Descriptions -- Computer Vision: DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images -- MiVOLO: Multi-input Transformer for Age and Gender Estimation -- Handwritten Text Recognition and Browsing in Archive of Prisoners’ Letters from Smolensk Convict Prison -- Greedy Algorithm for Fast Finding Curvilinear Symmetry of Binary Raster Images.-Data Analysis and Machine Learning: Ensemble Clustering with Heterogeneous Transfer Learning -- Detecting design patterns in Android applications with CodeBERT embeddings and CK metrics -- Metamorphic testing for recommender systems -- Application of Dynamic Graph CNN* and FICP for Detection and Research Archaeology Sites -- Network Analysis: Visualization-Driven Graph Sampling Strategy for Exploring Large-Scale Networks -- Limit Distributions of Friendship Index in Scale-Free Networks -- Theoretical Machine Learning and Optimization: The Problem of Finding Several Given Diameter Spanning Trees of Maximum Total Weight in a Complete Graph -- Is Canfield Right? On the Asymptotic Coefficients for the Maximum Antichain of Partitions and Related Counting Inequalitie. This book constitutes revised selected papers from the thoroughly refereed proceedings of the 11th International Conference on Analysis of Images, Social Networks and Texts, AIST 2023, held in Yerevan, Armenia, during September 28-30, 2023. The 24 full papers included in this book were carefully reviewed and selected from 93 submissions. They were organized in topical sections as follows: natural language processing; computer vision; data analysis and machine learning; network analysis; and theoretical machine learning and optimization. The book also contains one invited talk in full paper length. . Data mining. 6941 Machine learning. 55059 Database management. 60571 Natural language processing (Computer science). 65131 Information storage and retrieval systems. 65568 Application software. Data Mining and Knowledge Discovery. Machine Learning. 55059 Database Management. 60571 Natural Language Processing (NLP). 66164 Information Storage and Retrieval. 65570 Computer and Information Systems Applications. 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 Pardalos, Panos M. editor. (orcid)0000-0003-2824-101X https://orcid.org/0000-0003-2824-101X edt http://id.loc.gov/vocabulary/relators/edt 68568 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: 9783031545337 Printed edition: 9783031545351 Lecture Notes in Computer Science, 1611-3349 ; 14486 https://doi.org/10.1007/978-3-031-54534-4 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 58455 58455