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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 Visualization of Data Science Community in Russia
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    Chapter 2 Echo Chambers vs Opinion Crossroads in News Consumption on Social Media
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    Chapter 3 Joint Node-Edge Network Embedding for Link Prediction
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    Chapter 4 Co-authorship Network Embedding and Recommending Collaborators via Network Embedding
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    Chapter 5 Organizational Networks Revisited: Predictors of Headquarters-Subsidiary Relationship Perception
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    Chapter 6 Vector Space Models in Detection of Semantically Non-compositional Word Combinations in Turkish
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    Chapter 7 Authorship Verification on Short Text Samples Using Stylometric Embeddings
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    Chapter 8 Extraction of Hypernyms from Dictionaries with a Little Help from Word Embeddings
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    Chapter 9 Sentiment Analysis of Telephone Conversations Using Multimodal Data
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    Chapter 10 Evaluation of Approaches for Most Frequent Sense Identification in Russian
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    Chapter 11 RusNLP: Semantic Search Engine for Russian NLP Conference Papers
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    Chapter 12 Russian Q&A Method Study: From Naive Bayes to Convolutional Neural Networks
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    Chapter 13 Extraction of Explicit Consumer Intentions from Social Network Messages
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    Chapter 14 Probabilistic Approach for Embedding Arbitrary Features of Text
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    Chapter 15 Learning Representations for Soft Skill Matching
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    Chapter 16 Application of Fully Convolutional Neural Networks to Mapping Industrial Oil Palm Plantations
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    Chapter 17 CalciumCV: Computer Vision Software for Calcium Signaling in Astrocytes
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    Chapter 18 Copy-Move Detection Based on Different Forms of Local Binary Patterns
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    Chapter 19 Emotion Recognition of a Group of People in Video Analytics Using Deep Off-the-Shelf Image Embeddings
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    Chapter 20 Extraction of Visual Features for Recommendation of Products via Deep Learning
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    Chapter 21 Regression Analysis with Cluster Ensemble and Kernel Function
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    Chapter 22 Tree-Based Ensembles for Predicting the Bottomhole Pressure of Oil and Gas Well Flows
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    Chapter 23 Lookup Lateration: Mapping of Received Signal Strength to Position for Geo-Localization in Outdoor Urban Areas
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    Chapter 24 Dropout-Based Active Learning for Regression
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    Chapter 25 Neural Approach to the Discovery Problem in Process Mining
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    Chapter 26 Constructing Regular Expressions from Real-Life Event Logs
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    Chapter 27 On Modification of an Asymptotically Optimal Algorithm for the Maximum Euclidean Traveling Salesman Problem
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    Chapter 28 Exact Algorithms for the Special Cases of Two Hard to Solve Problems of Searching for the Largest Subset
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    Chapter 29 On a Problem of Summing Elements Chosen from the Family of Finite Numerical Sequences
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    Chapter 30 Efficient PTAS for the Euclidean CVRP with Time Windows
  32. Altmetric Badge
    Chapter 31 Generic Distributed In Situ Aggregation for Earth Remote Sensing Imagery
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Title
Analysis of Images, Social Networks and Texts
Published by
Springer International Publishing, March 2019
DOI 10.1007/978-3-030-11027-7
ISBNs
978-3-03-011026-0, 978-3-03-011027-7
Editors

van der Aalst, Wil M. P., Batagelj, Vladimir, Glavaš, Goran, Ignatov, Dmitry I., Khachay, Michael, Kuznetsov, Sergei O., Koltsova, Olessia, Lomazova, Irina A., Loukachevitch, Natalia, Napoli, Amedeo, Panchenko, Alexander, Pardalos, Panos M., Pelillo, Marcello, Savchenko, Andrey V.

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