Analysis of Images, Social Networks and Texts

Table of Contents

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   Book Overview
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   Chapter 1 An Ontology-Driven Approach to Electronic Document Structure Design
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   Chapter 2 Data Augmentation for Training of Noise Robust Acoustic Models
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   Chapter 3 Performance of Machine Learning Algorithms in Predicting Game Outcome from Drafts in Dota 2
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   Chapter 4 Vote Aggregation Techniques in the Geo-Wiki Crowdsourcing Game: A Case Study
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   Chapter 5 On Complexity of Searching a Subset of Vectors with Shortest Average Under a Cardinality Restriction
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   Chapter 6 The Problem of the Optimal Packing of the Equal Circles for Special Non-Euclidean Metric
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   Chapter 7 Random Forest Based Approach for Concept Drift Handling
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   Chapter 8 The Detailed Structure of Local Entrepreneurial Networks: Experimental Economic Study
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    Chapter 9 Homophily Evolution in Online Networks: Who Is a Good Friend and When?
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    Chapter 10 The Structure of Organization: The Coauthorship Network Case
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    Chapter 11 Organizational Networks Revisited: Relational Predictors of Organizational Citizenship Behavior
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    Chapter 12 Bigram Anchor Words Topic Model
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    Chapter 13 Parallel Non-blocking Deterministic Algorithm for Online Topic Modeling
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    Chapter 14 Flexible Context Extraction for Keywords in Russian Automatic Speech Recognition Results
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    Chapter 15 WebVectors: A Toolkit for Building Web Interfaces for Vector Semantic Models
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    Chapter 16 Morphological Analysis for Russian: Integration and Comparison of Taggers
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    Chapter 17 Anti-spoofing Methods for Automatic Speaker Verification System
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    Chapter 18 Combining Knowledge and CRF-Based Approach to Named Entity Recognition in Russian
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    Chapter 19 User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations
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    Chapter 20 Constructing Aspect-Based Sentiment Lexicons with Topic Modeling
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    Chapter 21 Human and Machine Judgements for Russian Semantic Relatedness
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    Chapter 22 Evaluating Distributional Semantic Models with Russian Noun-Adjective Compositions
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    Chapter 23 Applying Word Embeddings to Leverage Knowledge Available in One Language in Order to Solve a Practical Text Classification Problem in Another Language
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    Chapter 24 Image Processing Algorithms with Structure Transferring Properties on the Basis of Gamma-Normal Model
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    Chapter 25 Two Implementations of Probability Anomaly Detector Based on Different Vector Quantization Algorithms
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    Chapter 26 Threefold Symmetry Detection in Hexagonal Images Based on Finite Eisenstein Fields
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    Chapter 27 Reflection Symmetry of Shapes Based on Skeleton Primitive Chains
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    Chapter 28 Using Efficient Linear Local Features in the Copy-Move Forgery Detection Task
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    Chapter 29 The Color Excitable Schrodinger Metamedium
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    Chapter 30 An Efficient Algorithm for Total Variation Denoising
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    Chapter 31 Classification of Dangerous Situations for Small Sample Size Problem in Maintenance Decision Support Systems
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    Chapter 32 Ortho-Unitary Transforms, Wavelets and Splines
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    Chapter 33 A Real-Time Algorithm for Mobile Robot Mapping Based on Rotation-Invariant Descriptors and Iterative Close Point Algorithm