國立虎尾科技大學 |

Recent Trends in Analysis of Images, Social Networks and Texts = 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Recent Trends in Analysis of Images, Social Networks and Texts/ edited 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.
Reminder of title:	10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers /
other author:	Burnaev, Evgeny.
Description:	XVIII, 221 p. 57 illus., 41 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Data mining. -
Online resource:	https://doi.org/10.1007/978-3-031-15168-2
ISBN:	9783031151682

Recent Trends in Analysis of Images, Social Networks and Texts = 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers /
Recent Trends in Analysis of Images, Social Networks and Texts10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers /[electronic resource] :edited 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. - 1st ed. 2022. - XVIII, 221 p. 57 illus., 41 illus. in color.online resource. - Communications in Computer and Information Science,15731865-0937 ;. - Communications in Computer and Information Science,498.

Natural 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.

This 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.

ISBN: 9783031151682

Standard No.: 10.1007/978-3-031-15168-2doiSubjects--Topical Terms:

528622
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Recent Trends in Analysis of Images, Social Networks and Texts = 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers /
LDR:03873nam a22004215i 4500 001 1082543
003 DE-He213
005 20220829083620.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783031151682 $9 978-3-031-15168-2
024 7 $a 10.1007/978-3-031-15168-2 $2 doi
035 $a 978-3-031-15168-2
050 4 $a QA76.9.D343
072 7 $a UNF $2 bicssc
072 7 $a UYQE $2 bicssc
072 7 $a COM021030 $2 bisacsh
072 7 $a UNF $2 thema
072 7 $a UYQE $2 thema
082 0 4 $a 006.312 $2 23
245 1 0 $a Recent Trends in Analysis of Images, Social Networks and Texts $h [electronic resource] : $b 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers / $c edited 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 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XVIII, 221 p. 57 illus., 41 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Communications in Computer and Information Science, $x 1865-0937 ; $v 1573
505 0 $a Natural 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 $a This 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 $a Data mining. $3 528622
650 0 $a Artificial intelligence. $3 559380
650 0 $a Application software. $3 528147
650 0 $a Database management. $3 557799
650 0 $a Social sciences—Data processing. $3 1280453
650 0 $a Image processing—Digital techniques. $3 1365735
650 0 $a Computer vision. $3 561800
650 1 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer and Information Systems Applications. $3 1365732
650 2 4 $a Database Management. $3 669820
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 1365738
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 671334
700 1 $a Burnaev, Evgeny. $e editor. $1 https://orcid.org/0000-0001-8424-0690 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1388248
700 1 $a Ignatov, Dmitry I. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 884570
700 1 $a Ivanov, Sergei. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1388249
700 1 $a Khachay, Michael. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1228086
700 1 $a Koltsova, Olessia. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1209242
700 1 $a Kutuzov, Andrei. $e editor. $1 https://orcid.org/0000-0003-2540-5912 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1388250
700 1 $a Kuznetsov, Sergei O. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 786286
700 1 $a Loukachevitch, Natalia. $e editor. $1 https://orcid.org/0000-0002-1883-4121 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1281893
700 1 $a Napoli, Amedeo. $e editor. $1 https://orcid.org/0000-0001-5236-9561 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1281894
700 1 $a Panchenko, Alexander. $e editor. $1 https://orcid.org/0000-0001-6097-6118 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1258479
700 1 $a Pardalos, Panos M. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 669384
700 1 $a Saramäki, Jari. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1302951
700 1 $a Savchenko, Andrey V. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1109373
700 1 $a Tsymbalov, Evgenii. $e editor. $1 https://orcid.org/0000-0002-9072-1172 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1388251
700 1 $a Tutubalina, Elena. $e editor. $1 https://orcid.org/0000-0001-7936-0284 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310549
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783031151675
776 0 8 $i Printed edition: $z 9783031151699
830 0 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 498 $3 1253583
856 4 0 $u https://doi.org/10.1007/978-3-031-15168-2
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)