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024 7 _a10.1007/978-3-031-15168-2
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082 0 4 _a006.312
_223
245 1 0 _aRecent Trends in Analysis of Images, Social Networks and Texts
_h[electronic resource] :
_b10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers /
_cedited by Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXVIII, 221 p. 57 illus., 41 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
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338 _aonline resource
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347 _atext file
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1573
505 0 _aNatural Language Processing -- Call Larisa Ivanovna: Code-Mixing Fools Multilingual NLU Models -- Extracting Software Requirements from Unstructured Documents -- Continuous Prompt Tuning for Russian: How to Learn Prompts Efficiently with RuGPT3? -- An Intelligent Web-Service for Automatic Concept Map Generation -- Language-Free Regular Expression Search of Document's References -- Does BERT Look at Sentiment Lexicon? -- Context-Based Text-Graph Embeddings in Word-Sense Induction tasks -- Computer Vision -- Analysis of Thresholding Methods for the Segmentation of Brain Vessels -- Transformer-based Deep Reinforcement Learning in VizDoom -- Text CAPTCHA Traversal via Knowledge Distillation of Convolutional Neural Networks: Exploring the Impact of Color Channels Selection -- Data Analysis and Machine Learning -- Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling -- Learning to Generate Synthetic Training Data using Gradient Matching and Implicit Differentiation -- Social Network Analysis -- Agent-Based Model for Estimation of Collective Emotions in Social Networks -- A method for identifying bridges in online social networks -- Theoretical Machine Learning and Optimisation -- On the Pareto-Optimal Solutions in the Multimodal Clustering Problem -- On Several Edge-Disjoint MSTs with Given Diameter in Undirected Graph with Exponentially Distributed Edge Weights -- Neural Architecture Search with Structure Complexity Control.
520 _aThis book constitutes revised selected papers of the 10th International Conference on Analysis of Images, Social Networks and Texts, AIST 2021, held in Tbilisi, Georgia, in December 2021. Due to the COVID-19 pandemic the conference was held in hybrid mode. The 17 full papers were carefully reviewed and selected from 118 submissions, out of which 92 were sent to peer review. The papers are organized in topical sections on natural language processing; computer vision; data analysis and machine learning; social network analysis; theoretical machine learning and optimisation.
650 0 _aData mining.
650 0 _aArtificial intelligence.
650 0 _aApplication software.
650 0 _aDatabase management.
650 0 _aSocial sciences
_xData processing.
650 0 _aImage processing
_xDigital techniques.
650 0 _aComputer vision.
650 1 4 _aData Mining and Knowledge Discovery.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aDatabase Management.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
700 1 _aBurnaev, Evgeny.
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700 1 _aIgnatov, Dmitry I.
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700 1 _aIvanov, Sergei.
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700 1 _aKhachay, Michael.
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700 1 _aKoltsova, Olessia.
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700 1 _aKutuzov, Andrei.
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700 1 _aKuznetsov, Sergei O.
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700 1 _aLoukachevitch, Natalia.
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700 1 _aNapoli, Amedeo.
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700 1 _aPanchenko, Alexander.
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700 1 _aPardalos, Panos M.
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700 1 _aSaramäki, Jari.
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700 1 _aSavchenko, Andrey V.
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700 1 _aTsymbalov, Evgenii.
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700 1 _aTutubalina, Elena.
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783031151699
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1573
856 4 0 _uhttps://doi.org/10.1007/978-3-031-15168-2
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