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Analysis of Images, Social Networks and Texts

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Cover of 'Analysis of Images, Social Networks and Texts'

Table of Contents

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    Book Overview
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    Chapter 1 On Georgian Text Processing Toolkit Development
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    Chapter 2 Taxonomy Enrichment with Text and Graph Vector Representation
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    Chapter 3 Near-Zero-Shot Suggestion Mining with a Little Help from WordNet
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    Chapter 4 Selection of Pseudo-Annotated Data for Adverse Drug Reaction Classification Across Drug Groups
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    Chapter 5 Building a Combined Morphological Model for Russian Word Forms
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    Chapter 6 SocialBERT – Transformers for Online Social Network Language Modelling
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    Chapter 7 Lexicon-Based Methods vs. BERT for Text Sentiment Analysis
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    Chapter 8 Multilingual Embeddings for Clustering Cultural Events
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    Chapter 9 Jokingbird: Funny Headline Generation for News
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    Chapter 10 Learning to Rank with Capsule Neural Networks
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    Chapter 11 Building a Bilingual QA-system with ruGPT-3
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    Chapter 12 Sculpting Enhanced Dependencies for Belarusian
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    Chapter 13 Improving Morpheme Segmentation Using BERT Embeddings
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    Chapter 14 Training Dataset and Dictionary Sizes Matter in BERT Models: The Case of Baltic Languages
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    Chapter 15 Development of a Method for Iris-Based Person Recognition Using Convolutional Neural Networks
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    Chapter 16 Data Dimensionality Reduction Technique Based on Preservation of Hellinger Divergence
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    Chapter 17 Group-Level Affect Recognition in Video Using Deviation of Frame Features
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    Chapter 18 Outfit Recommendation using Graph Neural Networks via Visual Similarity
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    Chapter 19 Scalable Computation of Prediction Intervals for Neural Networks via Matrix Sketching
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    Chapter 20 Application of Data Analysis Methods for Optimizing the Multifunctional Service Center Operation
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    Chapter 21 Depression Detection by Person’s Voice
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    Chapter 22 Research Papers Recommendation
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    Chapter 23 Multimodal Space of Users’ Interests and Preferences in Social Networks
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    Chapter 24 Citation Network Applications in a Scientific Co-authorship Recommender System
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    Chapter 25 How Fast Can the Uniform Capacitated Facility Location Problem Be Solved on Path Graphs
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    Chapter 26 On a Weakly Supervised Classification Problem
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    Chapter 27 A Local Search Algorithm for the Biclustering Problem
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Title
Analysis of Images, Social Networks and Texts
Published by
Springer International Publishing, November 2022
DOI 10.1007/978-3-031-16500-9
ISBNs
978-3-03-116499-6, 978-3-03-116500-9
Editors

Burnaev, Evgeny, Ignatov, Dmitry I., Ivanov, Sergei, Khachay, Michael, Koltsova, Olessia, Kutuzov, Andrei, Kuznetsov, Sergei O., Loukachevitch, Natalia, Napoli, Amedeo, Panchenko, Alexander, Pardalos, Panos M., Saramäki, Jari, Savchenko, Andrey V., Tsymbalov, Evgenii, Tutubalina, Elena

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