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245 1 0 _aRecent Trends in Analysis of Images, Social Networks and Texts
_h[electronic resource] :
_b11th International Conference, AIST 2023, Yerevan, Armenia, September 28–30, Revised Selected Papers /
_cedited 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.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXLIII, 310 p. 87 illus., 80 illus. in color.
_bonline resource.
336 _atext
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338 _aonline resource
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1905
505 0 _a -- 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.
520 _aThis 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.
650 0 _aData mining.
_96941
650 0 _aArtificial intelligence.
_958441
650 0 _aApplication software.
650 0 _aDatabase management.
_960571
650 0 _aSocial sciences
_xData processing.
_965741
650 0 _aImage processing
_xDigital techniques.
_964228
650 0 _aComputer vision.
650 1 4 _aData Mining and Knowledge Discovery.
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aDatabase Management.
_960571
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_965743
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_965550
700 1 _aIgnatov, Dmitry I.
_eeditor.
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_973370
700 1 _aKhachay, Michael.
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700 1 _aKutuzov, Andrey.
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_973371
700 1 _aMadoyan, Habet.
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_973372
700 1 _aMakarov, Ilya.
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_973373
700 1 _aNikishina, Irina.
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_973374
700 1 _aPanchenko, Alexander.
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700 1 _aPanov, Maxim.
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700 1 _aM. Pardalos, Panos.
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700 1 _aSavchenko, Andrey V.
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700 1 _aTsymbalov, Evgenii.
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_973378
700 1 _aTutubalina, Elena.
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700 1 _aZagoruyko, Sergey.
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