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E-grāmata: Analysis of Images, Social Networks and Texts: 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Selected Papers

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  • Formāts: EPUB+DRM
  • Sērija : Lecture Notes in Computer Science 13217
  • Izdošanas datums: 01-Nov-2022
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031165009
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Analysis of Images, Social Networks and Texts: 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Selected PapersPalielināt
  • Formāts: EPUB+DRM
  • Sērija : Lecture Notes in Computer Science 13217
  • Izdošanas datums: 01-Nov-2022
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031165009
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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.
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.
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