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020 _a9783030726102
024 7 _a10.1007/978-3-030-72610-2
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aQA76.9.D343
_b2021 EB
245 0 0 _aAnalysis of Images, Social Networks and Texts :
_b9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020, Revised Selected Papers
_cedited by Wil M P van der Aalst, Vladimir Batagelj, Dmitry I Ignatov, Michael Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O Kuznetsov, Irina A Lomazova, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M Pardalos, Marcello Pelillo, Andrey V Savchenko, Elena Tutubalina
250 _aFirst edition 2021
264 1 _aCham, Switzerland
_bSpringer International Publising
_c2021
300 _a1 recurso en línea (XXIV, 468 páginas)
_b29 ilustraciones, 1 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
_2rda
490 0 _aInformation Systems and Applications incl. Internet/Web and HCI
_v12602
505 0 _aInvited 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 3 _aThis 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.
988 _aSpringer_Computer_2021
650 7 _2embne
_aData mining
_vCongresos y asambleas
_9162648
650 7 _2embne
_aProceso digital de imágenes
_vCongresos y asambleas
_9413188
700 1 _avan der Aalst, Wil M. P
_eeditor literario
_0(orcid)0000-0002-0955-6940
_1https://orcid.org/0000-0002-0955-6940
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBatagelj, Vladimir
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700 1 _aIgnatov, Dmitry I
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700 1 _aKhachay, Michael
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700 1 _aKoltsova, Olessia
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700 1 _aKutuzov, Andrey
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700 1 _aKuznetsov, Sergei O
_eeditor literario
_0(orcid)0000-0003-3284-9001
_1https://orcid.org/0000-0003-3284-9001
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLomazova, Irina A
_eeditor literario
_0(orcid)0000-0002-9420-3751
_1https://orcid.org/0000-0002-9420-3751
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700 1 _aLoukachevitch, Natalia
_eeditor literario
_0(orcid)0000-0002-1883-4121
_1https://orcid.org/0000-0002-1883-4121
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aNapoli, Amedeo
_eeditor literario
_0(orcid)0000-0001-5236-9561
_1https://orcid.org/0000-0001-5236-9561
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPanchenko, Alexander
_eeditor literario
_0(orcid)0000-0001-6097-6118
_1https://orcid.org/0000-0001-6097-6118
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700 1 _aPardalos, Panos M
_eeditor literario
_0(orcid)0000-0003-2824-101X
_1https://orcid.org/0000-0003-2824-101X
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPelillo, Marcello
_eeditor literario
_0(orcid)0000-0001-8992-9243
_1https://orcid.org/0000-0001-8992-9243
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSavchenko, Andrey V
_eeditor literario
_0(orcid)0000-0001-6196-0564
_1https://orcid.org/0000-0001-6196-0564
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTutubalina, Elena
_eeditor literario
_0(orcid)0000-0001-7936-0284
_1https://orcid.org/0000-0001-7936-0284
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_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-72610-2
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
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998 _b05/2021
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_zSI