Coverart for item
The Resource Analysis of images, social networks and texts : 4th international conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015: revised selected papers, ed. by Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets

Analysis of images, social networks and texts : 4th international conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015: revised selected papers, ed. by Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets

Label
Analysis of images, social networks and texts : 4th international conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015: revised selected papers
Title
Analysis of images, social networks and texts
Title remainder
4th international conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015: revised selected papers
Statement of responsibility
ed. by Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets
Creator
Contributor
Subject
Genre
Language
eng
Summary
This book constitutes the proceedings of the Fourth International Conference on Analysis of Images, Social Networks and Texts, AIST 2015, held in Yekaterinburg, Russia, in April 2015. The 24 full and 8 short papers were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on analysis of images and videos; pattern recognition and machine learning; social network analysis; text mining and natural language processing
Member of
Cataloging source
NLGGC
Dewey number
006.312
Government publication
unknown if item is government publication
Illustrations
illustrations
Index
no index present
Language note
English
LC call number
QA76.9.D343
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2015
http://bibfra.me/vocab/lite/meetingName
AIST (Conference)
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Khachay, Mikhail Yu
  • Konstantinova, Natalia
  • Panchenko, Alexander
  • Ignatov, Dmitry I
  • Labunets, Valeri G
Series statement
Communications in Computer and Information Science,
Series volume
542
http://library.link/vocab/subjectName
  • Data mining
  • Image processing
  • Computer science
  • Data mining
  • Information organization
  • Artificial intelligence
  • Text processing (Computer science)
  • Computational linguistics
  • Computer graphics
  • Artificial intelligence
  • Computational linguistics
  • Computer graphics
  • Computer science
  • Data mining
  • Image processing
  • Information organization
  • Text processing (Computer science)
Label
Analysis of images, social networks and texts : 4th international conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015: revised selected papers, ed. by Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-26123-2
Instantiates
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Machine generated contents note: Invited Papers -- A Probabilistic Rating System for Team Competitions with Individual Contributions / Sergey Nikolenko -- Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples / Natalya S. Belova -- Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com / Maxim Kharchenko -- Tutorial -- Normalization of Non-standard Words with Finite State Transducers for Russian Speech Synthesis / Artem Lukanin -- Analysis of Images and Videos -- Transform Coding Method for Hyperspectral Data: Influence of Block Characteristics to Compression Quality / Ruslan Yuzkiv -- Frechet Filters for Color and Hyperspectral Images Filtering / Tat'yana Fedorova -- Fast Global Image Denoising Algorithm on the Basis of Nonstationary Gamma-Normal Statistical Model / Olga Krasotkina
  • Note continued: Theoretical Approach to Developing Efficient Algorithms of Fingerprint Enhancement / Maxim Pasynkov -- Remote Sensing Data Verification Using Model-Oriented Descriptors / Vladislav Myasnikov -- New Bi-, Tri-, and Fourlateral Filters for Color and Hyperspectral Images Filtering / Ivan Artemov -- Frequency Analysis of Gradient Descent Method and Accuracy of Iterative Image Restoration / Vladislav Kuznetsov -- Shape Matching Based on Skeletonization and Alignment of Primitive Chains / Oleg Seredin -- Color Image Restoration with Fuzzy Gaussian Mixture Model Driven Nonlocal Filter / Radhakrishnan Delhibabu -- A Phase Unwrapping Algorithm for Interferometric Phase Images / Andrey Sosnovsky -- Robust Image Watermarking on Triangle Grid of Feature Points / Victor Fedoseev -- Pattern Recognition and Machine Learning -- Traffic Flow Forecasting Algorithm Based on Combination of Adaptive Elementary Predictors / Vladislav Myasnikov
  • Note continued: Analysis of the Adaptive Nature of Collaborative Filtering Techniques in Dynamic Environment / Sheikh Muhammad Sarwar -- A Texture Fuzzy Classifier Based on the Training Set Clustering by a Self-Organizing Neural Network / Dmitry Lykom -- Learning Representations in Directed Networks / Sergey O. Bartunov -- Distorted High-Dimensional Binary Patterns Search by Scalar Neural Network Tree / Magomed Malsagov -- Hybrid Classification Approach to Decision Support for Endoscopy in Gastrointestinal Tract / Olga A. Buntseva -- User Similarity Computation for Collaborative Filtering Using Dynamic Implicit Trust / Mahamudul Hasan -- Similarity Aggregation for Collaborative Filtering / Dmitry I. Ignatov -- Distributed Coordinate Descent for L1-regularized Logistic Regression / Alexander Genkin -- Social Network Analysis -- Building Profiles of Blog Users Based on Comment Graph Analysis: The Habrahabr.ru Case / Rostislav Yavorskiy
  • Note continued: Formation and Evolution Mechanisms in Online Network of Students: The Vkontakte Case / Maria Yudkevich -- Large-Scale Parallel Matching of Social Network Profiles / Sergei Obiedkov -- Identification of Autopoietic Communication Patterns in Social and Economic Networks / Olga M. Zvereva -- Text Mining and Natural Language Processing -- A Heuristic Strategy for Extracting Terms from Scientific Texts / Natalia E. Efremova -- Text Analysis with Enhanced Annotated Suffix Trees: Algorithms and Implementation / Mikhail Dubov -- Morphological Analyzer and Generator for Russian and Ukrainian Languages / Mikhail Korobov -- Semantic Role Labeling for Russian Language Based on Russian FrameBank / Ilya Kuznetsov -- Supervised Approach to Finding Most Frequent Senses in Russian / Ilia Chetviorkin -- FrameBank: A Database of Russian Lexical Constructions / Egor Kashkin -- TagBag: Annotating a Foreign Language Lexical Resource with Pictures ... / Dmitry Ustalov
  • Note continued: BigARTM: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections / Marina Dudarenko -- Industry Talk -- ATM Service Cost Optimization Using Predictive Encashment Strategy / Alois Knoll -- Industry Papers -- Comparison of Deep Learning Libraries on the Problem of Handwritten Digit Classification / Pavel Druzhkov -- Methods of Localization of Some Anthropometric Features of Face / Svetlana Volkova -- Ontological Representation of Networks for IDS in Cyber-Physical Systems / Vasily A. Sartakov -- Determination of the Relative Position of Space Vehicles by Detection and Tracking of Natural Visual Features with the Existing TV-Cameras / Filipp Gundelakh -- Implementation of Agile Concepts in Recommender Systems for Data Processing and Analyses / Nataly Zhukova
Extent
1 online resource.
Form of item
online
Isbn
9783319261225
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-26123-2
Specific material designation
remote
System control number
  • (OCoLC)935141904
  • (OCoLC)ocn935141904
Label
Analysis of images, social networks and texts : 4th international conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015: revised selected papers, ed. by Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-26123-2
Publication
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Machine generated contents note: Invited Papers -- A Probabilistic Rating System for Team Competitions with Individual Contributions / Sergey Nikolenko -- Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples / Natalya S. Belova -- Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com / Maxim Kharchenko -- Tutorial -- Normalization of Non-standard Words with Finite State Transducers for Russian Speech Synthesis / Artem Lukanin -- Analysis of Images and Videos -- Transform Coding Method for Hyperspectral Data: Influence of Block Characteristics to Compression Quality / Ruslan Yuzkiv -- Frechet Filters for Color and Hyperspectral Images Filtering / Tat'yana Fedorova -- Fast Global Image Denoising Algorithm on the Basis of Nonstationary Gamma-Normal Statistical Model / Olga Krasotkina
  • Note continued: Theoretical Approach to Developing Efficient Algorithms of Fingerprint Enhancement / Maxim Pasynkov -- Remote Sensing Data Verification Using Model-Oriented Descriptors / Vladislav Myasnikov -- New Bi-, Tri-, and Fourlateral Filters for Color and Hyperspectral Images Filtering / Ivan Artemov -- Frequency Analysis of Gradient Descent Method and Accuracy of Iterative Image Restoration / Vladislav Kuznetsov -- Shape Matching Based on Skeletonization and Alignment of Primitive Chains / Oleg Seredin -- Color Image Restoration with Fuzzy Gaussian Mixture Model Driven Nonlocal Filter / Radhakrishnan Delhibabu -- A Phase Unwrapping Algorithm for Interferometric Phase Images / Andrey Sosnovsky -- Robust Image Watermarking on Triangle Grid of Feature Points / Victor Fedoseev -- Pattern Recognition and Machine Learning -- Traffic Flow Forecasting Algorithm Based on Combination of Adaptive Elementary Predictors / Vladislav Myasnikov
  • Note continued: Analysis of the Adaptive Nature of Collaborative Filtering Techniques in Dynamic Environment / Sheikh Muhammad Sarwar -- A Texture Fuzzy Classifier Based on the Training Set Clustering by a Self-Organizing Neural Network / Dmitry Lykom -- Learning Representations in Directed Networks / Sergey O. Bartunov -- Distorted High-Dimensional Binary Patterns Search by Scalar Neural Network Tree / Magomed Malsagov -- Hybrid Classification Approach to Decision Support for Endoscopy in Gastrointestinal Tract / Olga A. Buntseva -- User Similarity Computation for Collaborative Filtering Using Dynamic Implicit Trust / Mahamudul Hasan -- Similarity Aggregation for Collaborative Filtering / Dmitry I. Ignatov -- Distributed Coordinate Descent for L1-regularized Logistic Regression / Alexander Genkin -- Social Network Analysis -- Building Profiles of Blog Users Based on Comment Graph Analysis: The Habrahabr.ru Case / Rostislav Yavorskiy
  • Note continued: Formation and Evolution Mechanisms in Online Network of Students: The Vkontakte Case / Maria Yudkevich -- Large-Scale Parallel Matching of Social Network Profiles / Sergei Obiedkov -- Identification of Autopoietic Communication Patterns in Social and Economic Networks / Olga M. Zvereva -- Text Mining and Natural Language Processing -- A Heuristic Strategy for Extracting Terms from Scientific Texts / Natalia E. Efremova -- Text Analysis with Enhanced Annotated Suffix Trees: Algorithms and Implementation / Mikhail Dubov -- Morphological Analyzer and Generator for Russian and Ukrainian Languages / Mikhail Korobov -- Semantic Role Labeling for Russian Language Based on Russian FrameBank / Ilya Kuznetsov -- Supervised Approach to Finding Most Frequent Senses in Russian / Ilia Chetviorkin -- FrameBank: A Database of Russian Lexical Constructions / Egor Kashkin -- TagBag: Annotating a Foreign Language Lexical Resource with Pictures ... / Dmitry Ustalov
  • Note continued: BigARTM: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections / Marina Dudarenko -- Industry Talk -- ATM Service Cost Optimization Using Predictive Encashment Strategy / Alois Knoll -- Industry Papers -- Comparison of Deep Learning Libraries on the Problem of Handwritten Digit Classification / Pavel Druzhkov -- Methods of Localization of Some Anthropometric Features of Face / Svetlana Volkova -- Ontological Representation of Networks for IDS in Cyber-Physical Systems / Vasily A. Sartakov -- Determination of the Relative Position of Space Vehicles by Detection and Tracking of Natural Visual Features with the Existing TV-Cameras / Filipp Gundelakh -- Implementation of Agile Concepts in Recommender Systems for Data Processing and Analyses / Nataly Zhukova
Extent
1 online resource.
Form of item
online
Isbn
9783319261225
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-26123-2
Specific material designation
remote
System control number
  • (OCoLC)935141904
  • (OCoLC)ocn935141904

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