LEADER 06229nam 22009255 450 001 9910624318603321 005 20250611150600.0 010 $a9783031165009 010 $a3031165004 024 7 $a10.1007/978-3-031-16500-9 035 $a(MiAaPQ)EBC7130113 035 $a(Au-PeEL)EBL7130113 035 $a(CKB)25264905000041 035 $a(PPN)266348246 035 $a(DE-He213)978-3-031-16500-9 035 $a(EXLCZ)9925264905000041 100 $a20221101d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAnalysis of Images, Social Networks and Texts $e10th International Conference, AIST 2021, Tbilisi, Georgia, December 16?18, 2021, Revised Selected Papers /$fedited 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 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (358 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v13217 311 08$aPrint version: Burnaev, Evgeny Analysis of Images, Social Networks and Texts Cham : Springer International Publishing AG,c2022 9783031164996 320 $aIncludes bibliographical references and index. 327 $aInvited 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. 330 $aThis book constitutes revised selected papers from the thoroughly refereed proceedings of the 10th International Conference on Analysis of Images, Social Networks and Texts, AIST 2021, held in Tbilisi, Georgia, during December 16?18, 2021. The 20 full papers and 5 short papers included in this book were carefully reviewed and selected from 118 submissions. They were organized in topical sections as follows: Invited papers; natural language processing; computer vision; data analysis and machine learning; social network analysis; and theoretical machine learning and optimization. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v13217 606 $aData mining 606 $aMachine learning 606 $aDatabase management 606 $aNatural language processing (Computer science) 606 $aInformation storage and retrieval systems 606 $aApplication software 606 $aData Mining and Knowledge Discovery 606 $aMachine Learning 606 $aDatabase Management 606 $aNatural Language Processing (NLP) 606 $aInformation Storage and Retrieval 606 $aComputer and Information Systems Applications 606 $aMineria de dades$2thub 606 $aProcessament d'imatges$2thub 606 $aTractament de textos$2thub 606 $aTractament del llenguatge natural (Informātica)$2thub 606 $aReconeixement de formes (Informātica)$2thub 606 $aXarxes socials en línia$2thub 608 $aCongressos$2thub 608 $aLlibres electrōnics$2thub 615 0$aData mining. 615 0$aMachine learning. 615 0$aDatabase management. 615 0$aNatural language processing (Computer science) 615 0$aInformation storage and retrieval systems. 615 0$aApplication software. 615 14$aData Mining and Knowledge Discovery. 615 24$aMachine Learning. 615 24$aDatabase Management. 615 24$aNatural Language Processing (NLP). 615 24$aInformation Storage and Retrieval. 615 24$aComputer and Information Systems Applications. 615 7$aMineria de dades 615 7$aProcessament d'imatges 615 7$aTractament de textos 615 7$aTractament del llenguatge natural (Informātica) 615 7$aReconeixement de formes (Informātica) 615 7$aXarxes socials en línia 676 $a006.312 676 $a621.367 702 $aBurnaev$b Evgeny 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910624318603321 996 $aAnalysis of images, social networks and texts$91907262 997 $aUNINA