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
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    Chapter 31 Generic Distributed In Situ Aggregation for Earth Remote Sensing Imagery