MARC details
000 -LEADER |
fixed length control field |
05399cam a2200493Ii 4500 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
OCoLC |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20240806130351.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
210413s2021 sz ob 101 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783030726102 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
303072610X |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
9783030726096 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
3030726096 |
041 ## - LANGUAGE CODE |
Language |
English |
049 ## - LOCAL HOLDINGS (OCLC) |
Holding library |
MAIN |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
UNF |
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 |
Item number |
AAL |
245 10 - TITLE STATEMENT |
Title |
Analysis of images, social networks and texts : |
Remainder of title |
9th international conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020 : revised selected papers / |
Statement of responsibility, etc |
Wil M.P. van der Aalst [and fourteen others] (eds.). |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Cham : |
Name of publisher, distributor, etc |
Springer, |
Date of publication, distribution, etc |
2021. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 online resource. |
500 ## - GENERAL NOTE |
General note |
International conference proceedings. |
505 0# - FORMATTED CONTENTS NOTE |
Contents |
Invited Papers -- Making ML Models Fairer through Explanations: the Case of LimeOut -- RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government Domain -- On Interpretability and Similarity in Concept-Based Machine Learning -- Natural Language Processing -- DaNetQA: a yes/no Question Answering Dataset for the Russian Language -- Do Topics Make a Metaphor? Topic Modeling for Metaphor Identification and Analysis in Russian -- Metagraph-Based Approach for Neural Text Question Generation -- Abstractive Summarization of Russian News Learning on Quality Media -- RST Discourse Parser for Russian: an Experimental Study of Deep Learning Models -- A Comparative Study of Feature Types for Age-Based Text Classification -- Emotion Classification in Russian: Feature Engineering and Analysis -- Generating Sport Summaries: A Case Study for Russian -- Automatic Generation of Annotated Collection for Recognition of Sentiment Frames -- ELMo and BERT in Semantic Change Detection for Russian -- BERT for Sequence-to-Sequence Multi-Label Text Classification -- Computer Vision -- Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans -- Identifying User Interests and Habits Using Object Detection and Semantic Segmentation Models -- Semi-Automatic Manga Colorization Using Conditional Adversarial Networks -- Automated Image and Video Quality Assessment for Computational Video Editing -- An Ensemble-based Classifier of Photographs of Commercial Buildings Facades -- Social Network Analysis -- Linking Friends in Social Networks using HashTag Attributes -- Emotional Analysis of Russian Texts Using Emojis in Social Networks -- Community Detection Based on the Nodes Role in a Network: the Telegram Platform Case -- Study Of Strategies For Disseminating Information In Social Networks Using Simulation Tools -- Data Analysis and Machine Learning -- Advanced Data Recognition Technique for Real-Time and Monitoring Systems -- Human Action Recognition for Boxing Training Simulator -- Bayesian Filtering in a Latent Space to Predict Bank Net Income from Acquiring -- Gradient-Based Adversarial Attacks on Categorical Sequence Models via Traversing an Embedded World -- Russia on the Global Artificial Intelligence Scene -- New Properties Of The Data Distillation Method When Working With Tabular Data -- Unsupervised Anomaly Detection for Semi-Structured Sequence Healthcare Data -- Theoretical Machine Learning and Optimization -- Lower Bound Polynomial Fast Procedure for the Resource-Constrained Project Scheduling Problem Tested on PSPLIB Instances -- Fast Approximation Algorithms for Stabbing Special Families of Line Segments with Equal Disks -- Process Mining -- Checking Conformance between Colored Petri Nets and Event Logs -- Data and Reference Semantic-Based Simulator of DB-nets with the Use of Renew Tool. . |
520 ## - SUMMARY, ETC. |
Summary, etc |
This book constitutes revised selected papers from the 9th International Conference on Analysis of Images, Social Networks and Texts, AIST 2020, held during October 15-16, 2020. The conference was planned to take place in Moscow, Russia, but changed to an online format due to the COVID-19 pandemic. The 27 full papers and 4 short papers presented in this volume were carefully reviewed and selected from a total of 108 qualified submissions. The papers are organized in topical sections as follows: invited papers; natural language processing; computer vision; social network analysis; data analysis and machine learning; theoretical machine learning and optimization; and process mining. . |
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 |
Image processing |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Aalst, Wil van der, |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-72610-2">https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-72610-2</a> |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
General Books |
111 2# - MAIN ENTRY--MEETING NAME |
Meeting name or jurisdiction name as entry element |
AIST (Conference) |
Number of part/section/meeting |
(9th : |
Date of meeting |
2020 : |
Location of meeting |
Online). |
246 30 - VARYING FORM OF TITLE |
Title proper/short title |
AIST 2020. |
490 1# - SERIES STATEMENT |
Series statement |
Lecture notes in computer science ; |
Volume number/sequential designation |
12602. |
490 1# - SERIES STATEMENT |
Series statement |
LNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI. |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references and author index. |
506 ## - RESTRICTIONS ON ACCESS NOTE |
Terms governing access |
Access restricted to subscribing institutions. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Form subdivision |
Congresses. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
General subdivision |
Digital techniques |
Form subdivision |
Congresses. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Relator term |
editor. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Lecture notes in computer science ; |
Volume number/sequential designation |
12602. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
LNCS sublibrary. |
Number of part/section of a work |
SL 3, |
Name of part/section of a work |
Information systems and applications, incl. Internet/Web, and HCI. |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Public note |
Connect to e-book |
907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
a |
.b3769666x |