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008			220829s2022 sz | s |||| 0|eng d
020			_a9783031151682
024	7		_a10.1007/978-3-031-15168-2 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC
245	1	0	_aRecent Trends in Analysis of Images, Social Networks and Texts _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 edition 2022
264		1	_aCham _bSpringer International Publishing _c2022
300			_a1 recurso en línea (XVIII, 221 páginas) _b57 ilustraciones, 41 ilustraciones a color
336			_atexto _btxt _2rdacontent
337			_aelectrónico _bc _2rdamedia
338			_arecurso electrónico _bcr _2rdacarrier
347			_aarchivo de texto _bPDF
490	0		_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.
700	1		_aBurnaev, Evgeny _eeditor literario _0(orcid)0000-0001-8424-0690 _1https://orcid.org/0000-0001-8424-0690 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aIgnatov, Dmitry I. _eeditor literario _0(orcid)0000-0002-6584-8534 _1https://orcid.org/0000-0002-6584-8534 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aIvanov, Sergei _eeditor literario _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aKhachay, Michael _eeditor literario _0(orcid)0000-0003-3555-0080 _1https://orcid.org/0000-0003-3555-0080 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aKoltsova, Olessia _eeditor literario _0(orcid)0000-0002-2669-3154 _1https://orcid.org/0000-0002-2669-3154 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aKutuzov, Andrei _eeditor literario _0(orcid)0000-0003-2540-5912 _1https://orcid.org/0000-0003-2540-5912 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aKuznetsov, Sergei O. _eeditor literario _0(orcid)0000-0003-3284-9001 _1https://orcid.org/0000-0003-3284-9001 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aLoukachevitch, Natalia _eeditor literario _0(orcid)0000-0002-1883-4121 _1https://orcid.org/0000-0002-1883-4121 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aNapoli, Amedeo _eeditor literario _0(orcid)0000-0001-5236-9561 _1https://orcid.org/0000-0001-5236-9561 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aPanchenko, Alexander _eeditor literario _0(orcid)0000-0001-6097-6118 _1https://orcid.org/0000-0001-6097-6118 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aPardalos, Panos M. _eeditor literario _0(orcid)0000-0003-2824-101X _1https://orcid.org/0000-0003-2824-101X _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aSaramäki, Jari _eeditor literario _0(orcid)0000-0002-5904-4062 _1https://orcid.org/0000-0002-5904-4062 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aSavchenko, Andrey V. _eeditor literario _0(orcid)0000-0001-6196-0564 _1https://orcid.org/0000-0001-6196-0564 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aTsymbalov, Evgenii _eeditor literario _0(orcid)0000-0002-9072-1172 _1https://orcid.org/0000-0002-9072-1172 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aTutubalina, Elena _eeditor literario _0(orcid)0000-0001-7936-0284 _1https://orcid.org/0000-0001-7936-0284 _4edt _4http://id.loc.gov/vocabulary/relators/edt
776	0	8	_iPrinted edition: _z9783031151675
776	0	8	_iPrinted edition: _z9783031151699
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-15168-2 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
988			_aSpringer_Computer_2022
999			_c393847 _d393847