MARC details
| 000 -LEADER |
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| fixed length control field |
05090nam a22005175i 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
221101s2022 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783031165009 |
| -- |
978-3-031-16500-9 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.312 |
| Edition number |
23 |
| 245 10 - TITLE STATEMENT |
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| 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. |
| 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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Database management. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Natural language processing (Computer science). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Information storage and retrieval systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Application software. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data Mining and Knowledge Discovery. |
| 9 (RLIN) |
1360501 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine Learning. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Database Management. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Natural Language Processing (NLP). |
| 9 (RLIN) |
1465158 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Information Storage and Retrieval. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer and Information Systems Applications. |
| 9 (RLIN) |
1464499 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Burnaev, Evgeny. |
| Relator term |
editor. |
| 9 (RLIN) |
1468558 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ignatov, Dmitry I. |
| Relator term |
editor. |
| 9 (RLIN) |
1305098 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ivanov, Sergei. |
| Relator term |
editor. |
| 9 (RLIN) |
1468559 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Khachay, Michael. |
| Relator term |
editor. |
| 9 (RLIN) |
1468560 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Koltsova, Olessia. |
| Relator term |
editor. |
| 9 (RLIN) |
1468561 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kutuzov, Andrei. |
| Relator term |
editor. |
| 9 (RLIN) |
1468562 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kuznetsov, Sergei O. |
| Relator term |
editor. |
| 9 (RLIN) |
1037505 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Loukachevitch, Natalia. |
| Relator term |
editor. |
| 9 (RLIN) |
1468563 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Napoli, Amedeo. |
| Relator term |
editor. |
| 9 (RLIN) |
1468564 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Panchenko, Alexander. |
| Relator term |
editor. |
| 9 (RLIN) |
1468565 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pardalos, Panos M. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Saramäki, Jari. |
| Relator term |
editor. |
| 9 (RLIN) |
1468566 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Savchenko, Andrey V. |
| Relator term |
editor. |
| 9 (RLIN) |
1468567 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Tsymbalov, Evgenii. |
| Relator term |
editor. |
| 9 (RLIN) |
1468568 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Tutubalina, Elena. |
| Relator term |
editor. |
| 9 (RLIN) |
1468569 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Lecture Notes in Computer Science, |
| International Standard Serial Number |
1611-3349 ; |
| Volume/sequential designation |
13217 |
| 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> |
| Materials specified |
Click Here |
| 887 ## - NON-MARC INFORMATION FIELD |
|---|
| Content of non-MARC field |
Akhil Chandra Saren |
