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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

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 A Probabilistic Rating System for Team Competitions with Individual Contributions
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    Chapter 2 Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples
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    Chapter 3 Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com
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    Chapter 4 Normalization of Non-standard Words with Finite State Transducers for Russian Speech Synthesis
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    Chapter 5 Transform Coding Method for Hyperspectral Data: Influence of Block Characteristics to Compression Quality
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    Chapter 6 Fréchet Filters for Color and Hyperspectral Images Filtering
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    Chapter 7 Fast Global Image Denoising Algorithm on the Basis of Nonstationary Gamma-Normal Statistical Model
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    Chapter 8 Theoretical Approach to Developing Efficient Algorithms of Fingerprint Enhancement
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    Chapter 9 Remote Sensing Data Verification Using Model-Oriented Descriptors
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    Chapter 10 New Bi-, Tri-, and Fourlateral Filters for Color and Hyperspectral Images Filtering
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    Chapter 11 Frequency Analysis of Gradient Descent Method and Accuracy of Iterative Image Restoration
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    Chapter 12 Shape Matching Based on Skeletonization and Alignment of Primitive Chains
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    Chapter 13 Color Image Restoration with Fuzzy Gaussian Mixture Model Driven Nonlocal Filter
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    Chapter 14 A Phase Unwrapping Algorithm for Interferometric Phase Images
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    Chapter 15 Robust Image Watermarking on Triangle Grid of Feature Points
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    Chapter 16 Traffic Flow Forecasting Algorithm Based on Combination of Adaptive Elementary Predictors
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    Chapter 17 Analysis of the Adaptive Nature of Collaborative Filtering Techniques in Dynamic Environment
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    Chapter 18 A Texture Fuzzy Classifier Based on the Training Set Clustering by a Self-Organizing Neural Network
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    Chapter 19 Learning Representations in Directed Networks
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    Chapter 20 Distorted High-Dimensional Binary Patterns Search by Scalar Neural Network Tree
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    Chapter 21 Hybrid Classification Approach to Decision Support for Endoscopy in Gastrointestinal Tract
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    Chapter 22 User Similarity Computation for Collaborative Filtering Using Dynamic Implicit Trust
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    Chapter 23 Similarity Aggregation for Collaborative Filtering
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    Chapter 24 Distributed Coordinate Descent for L1-regularized Logistic Regression
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    Chapter 25 Building Profiles of Blog Users Based on Comment Graph Analysis: The Habrahabr.ru Case
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    Chapter 26 Formation and Evolution Mechanisms in Online Network of Students: The Vkontakte Case
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    Chapter 27 Large-Scale Parallel Matching of Social Network Profiles
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    Chapter 28 Identification of Autopoietic Communication Patterns in Social and Economic Networks
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    Chapter 29 A Heuristic Strategy for Extracting Terms from Scientific Texts
  31. Altmetric Badge
    Chapter 30 Text Analysis with Enhanced Annotated Suffix Trees: Algorithms and Implementation
  32. Altmetric Badge
    Chapter 31 Morphological Analyzer and Generator for Russian and Ukrainian Languages
  33. Altmetric Badge
    Chapter 32 Semantic Role Labeling for Russian Language Based on Russian FrameBank
  34. Altmetric Badge
    Chapter 33 Supervised Approach to Finding Most Frequent Senses in Russian
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    Chapter 34 FrameBank: A Database of Russian Lexical Constructions
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    Chapter 35 TagBag: Annotating a Foreign Language Lexical Resource with Pictures
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    Chapter 36 BigARTM: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections
  38. Altmetric Badge
    Chapter 37 ATM Service Cost Optimization Using Predictive Encashment Strategy
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    Chapter 38 Comparison of Deep Learning Libraries on the Problem of Handwritten Digit Classification
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    Chapter 39 Methods of Localization of Some Anthropometric Features of Face
  41. Altmetric Badge
    Chapter 40 Ontological Representation of Networks for IDS in Cyber-Physical Systems
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    Chapter 41 Determination of the Relative Position of Space Vehicles by Detection and Tracking of Natural Visual Features with the Existing TV-Cameras
  43. Altmetric Badge
    Chapter 42 Implementation of Agile Concepts in Recommender Systems for Data Processing and Analyses
Attention for Chapter 24: Distributed Coordinate Descent for L1-regularized Logistic Regression
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About this Attention Score

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  • Good Attention Score compared to outputs of the same age and source (75th percentile)

Mentioned by

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Citations

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Chapter title
Distributed Coordinate Descent for L1-regularized Logistic Regression
Chapter number 24
Book title
Analysis of Images, Social Networks and Texts
Published in
arXiv, April 2015
DOI 10.1007/978-3-319-26123-2_24
Book ISBNs
978-3-31-926122-5, 978-3-31-926123-2
Authors

Ilya Trofimov, Alexander Genkin, Trofimov, Ilya, Genkin, Alexander

X Demographics

X Demographics

The data shown below were collected from the profiles of 4 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 24 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Israel 1 4%
Russia 1 4%
Canada 1 4%
Unknown 21 88%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 7 29%
Researcher 6 25%
Student > Postgraduate 3 13%
Student > Master 3 13%
Student > Doctoral Student 2 8%
Other 3 13%
Readers by discipline Count As %
Computer Science 13 54%
Mathematics 3 13%
Engineering 3 13%
Agricultural and Biological Sciences 1 4%
Unknown 4 17%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 26 November 2014.
All research outputs
#14,790,240
of 22,771,140 outputs
Outputs from arXiv
#321,400
of 934,837 outputs
Outputs of similar age
#148,856
of 264,890 outputs
Outputs of similar age from arXiv
#2,330
of 11,092 outputs
Altmetric has tracked 22,771,140 research outputs across all sources so far. This one is in the 32nd percentile – i.e., 32% of other outputs scored the same or lower than it.
So far Altmetric has tracked 934,837 research outputs from this source. They receive a mean Attention Score of 3.9. This one has gotten more attention than average, scoring higher than 60% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 264,890 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 40th percentile – i.e., 40% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 11,092 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 75% of its contemporaries.