Central Library

Analysis of Images, Social Networks and Texts (Record no. 87048)

000 -LEADER
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001 - CONTROL NUMBER
control field 978-3-031-16500-9
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240730170543.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783031165009
-- 978-3-031-16500-9
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-031-16500-9
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
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQE
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM021030
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
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 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 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer International Publishing :
-- Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2022.
300 ## - PHYSICAL DESCRIPTION
Extent XXIII, 345 p. 88 illus., 64 illus. in color.
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement Lecture Notes in Computer Science,
International Standard Serial Number 1611-3349 ;
Volume/sequential designation 13217
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Invited Papers -- On Georgian Text Processing Toolkit Development -- Taxonomy Enrichment with Text and Graph Vector Representation -- Natural Language Processing -- Near-Zero-Shot Suggestion Mining with a Little Help from WordNet -- Selection of Pseudo-Annotated Data for Adverse Drug Reaction Classification Across Drug Groups -- Building a Combined Morphological Model for Russian Word Forms -- SocialBERT -- Transformers for Online Social Network Language Modelling -- Lexicon-based Methods vs. BERT for Text Sentiment Analysis -- Multilingual Embeddings for Clustering Cultural Events -- Jokingbird: Funny Headline Generation for News -- Learning to Rank with Capsule Neural Networks -- Building a Bilingual QA-system with ruGPT-3 -- Sculpting enhanced dependencies for Belarusian -- Improving morpheme segmentation using BERT embeddings -- Training dataset and dictionary sizes matter in BERT models: the case of Baltic languages -- Computer Vision -- Development of a method for iris-based person recognition using convolutional neural networks -- Data dimension reduction technique based on preservation of Hellinger divergence -- Group-level Affect Recognition in Video using Deviation of Frame Features -- Outfit Recommendation Using Visual Similarity -- Data Analysis and Machine Learning -- Scalable computation of prediction intervals for neural networks with matrix sketching -- Application of Data Analysis Methods for Optimizing the Multifunctional Service Center Operation -- Depression Detection by Person's Voice -- Social Network Analysis -- Research Papers Recommendation -- Multimodal Space of Users' Interests and Preferences in Social Networks -- Citation network applications in a scientific co-authorship recommender system -- Theoretical Machine Learning and Optimization -- How Fast Can the Uniform Capacitated Facility Location Problem Be Solved on Path Graphs -- On a weakly supervised classification problem -- A Local Search Algorithm for the Biclustering Problem.
520 ## - SUMMARY, ETC.
Summary, etc. This book constitutes revised selected papers from the thoroughly refereed proceedings of the 10th International Conference on Analysis of Images, Social Networks and Texts, AIST 2021, held in Tbilisi, Georgia, during December 16-18, 2021. The 20 full papers and 5 short papers included in this book were carefully reviewed and selected from 118 submissions. They were organized in topical sections as follows: Invited papers; natural language processing; computer vision; data analysis and machine learning; social network analysis; and theoretical machine learning and optimization.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
9 (RLIN) 3907
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning.
9 (RLIN) 1831
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Database management.
9 (RLIN) 3157
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Natural language processing (Computer science).
9 (RLIN) 4741
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Information storage and retrieval systems.
9 (RLIN) 22213
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Application software.
9 (RLIN) 94313
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data Mining and Knowledge Discovery.
9 (RLIN) 94315
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine Learning.
9 (RLIN) 1831
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Database Management.
9 (RLIN) 3157
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Natural Language Processing (NLP).
9 (RLIN) 31587
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Information Storage and Retrieval.
9 (RLIN) 23927
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer and Information Systems Applications.
9 (RLIN) 94318
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Burnaev, Evgeny.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94319
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ignatov, Dmitry I.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0002-6584-8534
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94320
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ivanov, Sergei.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94322
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Khachay, Michael.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0003-3555-0080
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94323
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Koltsova, Olessia.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94325
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kutuzov, Andrei.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0003-2540-5912
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94326
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kuznetsov, Sergei O.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0003-3284-9001
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94327
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Loukachevitch, Natalia.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94328
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Napoli, Amedeo.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94331
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Panchenko, Alexander.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0001-6097-6118
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94332
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Pardalos, Panos M.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94334
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Saramäki, Jari.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94335
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Savchenko, Andrey V.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0001-6196-0564
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94337
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Tsymbalov, Evgenii.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0002-9072-1172
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94339
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Tutubalina, Elena.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0001-7936-0284
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 94341
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
9 (RLIN) 94342
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031164996
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031165016
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Computer Science,
International Standard Serial Number 1611-3349 ;
Volume/sequential designation 13217
9 (RLIN) 23263
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-031-16500-9">https://doi.org/10.1007/978-3-031-16500-9</a>
912 ## -
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks-Lecture Notes in CS

No items available.