Analysis of images, social networks and texts: 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers
Gespeichert in:
| Körperschaft: | |
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| Weitere Verfasser: | , , , , |
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
[2015]
|
| Schriftenreihe: | Communications in computer and information science
542 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XVIII, 460 Seiten |
| ISBN: | 9783319261232 9783319261225 |
Internformat
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| 245 | 1 | 0 | |a Analysis of images, social networks and texts |b 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers |c Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets (eds.) |
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Datensatz im Suchindex
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| adam_text | Contents
Invited Papers
A Probabilistic Rating System for Team Competitions with Individual
Contributions.................................................................. 3
Sergey Nikolenko
Sequential Hierarchical Image Recognition Based on the Pyramid
Histograms of Oriented Gradients with Small Samples....................... 14
Andrev V7. Savchenko, Vladimir R. Milov. and Natalya S. Belova
Discerning Depression Propensity Among Participants of Suicide
and Depression-Related Groups of Vk.com...................................... 24
Aleksandr Semenov. Alexey Natekin. Sergey Nikolenko.
Philipp Vpravitelev, Mikhail Trofimov, and Maxim Kharchenko
Tutorial
Normalization of Non-standard Words with Finite State Transducers
for Russian Speech Synthesis.................................................. 39
Artem Lukonin
Analysis of Images and Videos
Transform Coding Method for Hyperspectral Data: Influence of Block
Characteristics to Compression Quality........................................ 51
Marina Chicheva and Ruslan Yuzkiv
Fnéchet Filters for Color and Hyperspectral Images Filtering.............. 57
Ekaterina Ostheimer, Valeriy Labunets. Denis Komarov, and Tatyana Fedorova
Fast Global Image Denoising Algorithm on the Basis of Nonstationary
Gamma-Normal Statistical Model................................................ 71
Inessa Grachesa, Andres Kopylov. and Olga Krasotkina
Theoretical Approach to Developing Efficient Algorithms of Fingerprint
Enhancement................................................................... 83
Mikhail Yu, K hachas and Maxim Pasynkov
Remote Sensing Data Verification Using Model-Oriented Descriptors............. 96
Andres Kuznetsov and Vladislav Myasnikov
XVI
Contents
New Bi-, Tri-, and Fourlateral Filters for Color and Hyperspectral Images
Filtering............................................................... 102
Ekaterina Ostheimer, Valeriy Labunets. Andrey KurganskU Denis Komarov, and Ivan Artemov
Frequency Analysis of Gradient Descent Method and Accuracy of Iterative
Image Restoration . .................................................... 114
Artyom Makovetskii, Alexander Vokhmintsev, Vitaly Kober, and Vladislav Kuznetsov
Shape Matching Based on Skeletonization and Alignment of Primitive
Chains.................................................................. 123
Olesia Kushnir and Oleg Seredin
Color Image Restoration with Fuzzy Gaussian Mixture Model Driven
Nonlocal Filter......................................................... 137
V.B. Surya Prasath and Radhakrishnan DeUiibabu
A Phase Unwrapping Algorithm for Interferometric Phase Images........... 146
Andrey Sosnovsky
Robust Image Watermarking on Triangle Grid of Feature Points............... 151
Alexander Verichev and Victor Fedoseev
Pattern Recognition and Machine Learning
Traffic Flow Forecasting Algorithm Based on Combination of Adaptive
Elementary Predictors...........................................,....... 163
Anton Agafonov and Vladislav Myasnikov
Analysis of the Adaptive Nature of Collaborative Filtering Techniques
in Dynamic Environment................................................. . 175
Khaleda Akhter and Sheikh Muhammad Sarwar
A Texture Fuzzy Classifier Based on the Training Set Clustering
by a Self-Organizing Neural Network........................................ 187
Sergey Axyonov, Kirill Kostin, and Dmitry Lykom
Learning Representations in Directed Networks...........................* l96
Oleg U. Ivanov and Sergey O. Bartunov
Distorted High-Dimensional Binary Patterns Search by Scalar Neural
Network Tree..................... , . .................................. . 208
Vladimir Kryzhanovsky and Magomed Malsagov
Contents
XVII
Hybrid Classification Approach to Decision Support for Endoscopy
in Gastrointestinal Tract.........................................., . . . 218
Vyacheslav V. Mizgulin, Dmitry M. Stepanov, Stepan A. Kamentsev,
Radi M Kadushnikov, Evgeny D. Fedorov, and Olga A. Buntseva
User Similarity Computation for Collaborative Filtering Using Dynamic
Implicit Trust............................................................. 224
Falguni Roy, Sheikh Muhammad Sarwar, and Mahamudul Hasan
Similarity Aggregation for Collaborative Filtering...................... 236
Sheikh Muhammad Sarwar; Mahamudul Hasany Masum Billed, and Dmitry I Ignatov
Distributed Coordinate Descent for Ll-regularized Logistic Regression... 243
Ilya Trofimov and Alexander Genkin
Social Network Analysis
Building Profiles of Blog Users Based on Comment Graph Analysis:
The Habrahabr.ru Case................................................... 257
Alexandra Barysheva, Mikhail Petrov, and Rostislav Yavorskiy
Formation and Evolution Mechanisms in Online Network of Students:
The Vkontakte Case....................................................... 263
Sofia Dokuka, Diliara Valeeva, and Maria Yudkevich
Large-Scale Parallel Matching of Social Network Profiles................ 275
Alexander Panchenko» Dmitry Babaev, and Sergei Obiedkov
Identification of Autopoietic Communication Patterns in Social
and Economic Networks.................................................... 286
Dmitry B. Berg and Olga M, Zvereva
Text Mining and Natural Language Processing
A Heuristic Strategy for Extracting Terms from Scientific Texts......... 297
Elena L Bolshakova and Natalia E. Efremova
Text Analysis with Enhanced Annotated Suffix Trees: Algorithms
and Implementation....................................................... 308
Mikhail Dubov
Morphological Analyzer and Generator for Russian and Ukrainian
Languages ............................................................. 320
Mikhail Korobov
XVIII
Contents
Semantic Role Labeling for Russian Language Based on Russian
FrameBank.................................................................. 333
Ilya Kuznetsov
Supervised Approach to Finding Most Frequent Senses in Russian.......... 339
Natalia Loukachevitch and Ilia Chetviorkin
FrameBank: A Database of Russian Lexical Constructions............... 350
Olga Lyashevskaya and Egor Kashkin
TagBag: Annotating a Foreign Language Lexical Resource with Pictures.... 361
Dmitry Ustalov
BigARTM: Open Source Library for Regularized Multimodal Topic
Modeling of Large Collections............................................ 370
Konstantin Vorontsov, Oleksandr Frei, Murat Apishev, Peter Romovy and Marina Dudarenko
Industry Talk
ATM Service Cost Optimization Using Predictive Encashment Strategy. .... 385
Vladislav Grozin, Alexey Natekin, and Alois Knoll
Industry Papers
Comparison of Deep Learning Libraries on the Problem of Handwritten
Digit Classification.................................................. 399
Dmitry Kruchinin, Evgeny Dolotov, Kirill Komyakov,
Valentina Kustikova, and Pavel Druzhkov
Methods of Localization of Some Anthropometric Features of Face. ....... 412
Svetlana Volkova
Ontological Representation of Networks for IDS in Cyber-Physical Systems... 421
Vasily A. Sartakov
Determination of the Relative Position of Space Vehicles by Detection
and Tracking of Natural Visual Features with the Existing TV-Cameras.... 431
Dmitrii Stepanov; Aleksandr Bakhshiev, Dmitrii Gromoshinskii,
Nikolai Kirpanf and Filipp Gundelakh
Implementation of Agile Concepts in Recommender Systems for Data
Processing and Analyses ................................................ 443
Alexander Vodyaho and Nataly Zhukova
Author Index
459
|
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| format | Conference Proceeding Book |
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| spelling | AIST 4. 2015 Jekaterinburg Verfasser (DE-588)1096241404 aut Analysis of images, social networks and texts 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets (eds.) Cham Springer International Publishing [2015] XVIII, 460 Seiten txt rdacontent n rdamedia nc rdacarrier Communications in computer and information science 542 Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Text Mining (DE-588)4728093-1 gnd rswk-swf Informationssystem (DE-588)4072806-7 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2015 Yekaterinburg gnd-content Data Mining (DE-588)4428654-5 s Text Mining (DE-588)4728093-1 s Informatik (DE-588)4026894-9 s Informationssystem (DE-588)4072806-7 s Maschinelles Sehen (DE-588)4129594-8 s DE-604 Chačaj, Michail Ju. (DE-588)1095671669 edt Konstantinova, Natalia edt Panchenko, Alexander edt Ignatov, Dmitrij I. (DE-588)1095674943 edt Labunets, Valerij G (DE-588)1095675117 edt Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028900796&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Analysis of images, social networks and texts 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers Maschinelles Sehen (DE-588)4129594-8 gnd Text Mining (DE-588)4728093-1 gnd Informationssystem (DE-588)4072806-7 gnd Informatik (DE-588)4026894-9 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4129594-8 (DE-588)4728093-1 (DE-588)4072806-7 (DE-588)4026894-9 (DE-588)4428654-5 (DE-588)1071861417 |
| title | Analysis of images, social networks and texts 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers |
| title_auth | Analysis of images, social networks and texts 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers |
| title_exact_search | Analysis of images, social networks and texts 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers |
| title_full | Analysis of images, social networks and texts 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets (eds.) |
| title_fullStr | Analysis of images, social networks and texts 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets (eds.) |
| title_full_unstemmed | Analysis of images, social networks and texts 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers Mikhail Yu. Khachay, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets (eds.) |
| title_short | Analysis of images, social networks and texts |
| title_sort | analysis of images social networks and texts 4th international conference aist 2015 yekaterinburg russia april 9 11 2015 revised selected papers |
| title_sub | 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015 : revised selected papers |
| topic | Maschinelles Sehen (DE-588)4129594-8 gnd Text Mining (DE-588)4728093-1 gnd Informationssystem (DE-588)4072806-7 gnd Informatik (DE-588)4026894-9 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Maschinelles Sehen Text Mining Informationssystem Informatik Data Mining Konferenzschrift 2015 Yekaterinburg |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028900796&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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