Recent Trends in Analysis of Images, Social Networks and Texts (Record no. 185991)

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001 - CONTROL NUMBER
control field 978-3-031-15168-2
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783031151682
-- 978-3-031-15168-2
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-031-15168-2
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.D343
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
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Subject category code UYQE
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Subject category code COM021030
Source bisacsh
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Subject category code UNF
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQE
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Edition number 23
245 10 - TITLE STATEMENT
Title Recent Trends in Analysis of Images, Social Networks and Texts
Medium [electronic resource] :
Remainder of title 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers /
Statement of responsibility, etc 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 ## - EDITION STATEMENT
Edition statement 1st ed. 2022.
264 #1 -
-- Cham :
-- Springer International Publishing :
-- Imprint: Springer,
-- 2022.
300 ## - PHYSICAL DESCRIPTION
Extent XVIII, 221 p. 57 illus., 41 illus. in color.
Other physical details online resource.
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490 1# - SERIES STATEMENT
Series statement Communications in Computer and Information Science,
International Standard Serial Number 1865-0937 ;
Volume number/sequential designation 1573
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 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 ## - SUMMARY, ETC.
Summary, etc 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 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Application software.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Database management.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social sciences
General subdivision Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Image processing
General subdivision Digital techniques.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer vision.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data Mining and Knowledge Discovery.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer and Information Systems Applications.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Database Management.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Application in Social and Behavioral Sciences.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Imaging, Vision, Pattern Recognition and Graphics.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Burnaev, Evgeny.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ignatov, Dmitry I.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ivanov, Sergei.
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Personal name Khachay, Michael.
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Personal name Koltsova, Olessia.
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Personal name Kutuzov, Andrei.
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Personal name Kuznetsov, Sergei O.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Loukachevitch, Natalia.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Napoli, Amedeo.
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Personal name Panchenko, Alexander.
Relator term editor.
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Personal name Pardalos, Panos M.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Saramäki, Jari.
Relator term editor.
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Personal name Savchenko, Andrey V.
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Personal name Tsymbalov, Evgenii.
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-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Tutubalina, Elena.
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-- http://id.loc.gov/vocabulary/relators/edt
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783031151675
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783031151699
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Communications in Computer and Information Science,
-- 1865-0937 ;
Volume number/sequential designation 1573
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-031-15168-2">https://doi.org/10.1007/978-3-031-15168-2</a>
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Koha item type eBooks-CSE-Springer

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