000 07948nam a22007695i 4500
001 978-3-030-37334-4
003 DE-He213
005 20240730203828.0
007 cr nn 008mamaa
008 191214s2019 sz | s |||| 0|eng d
020 _a9783030373344
_9978-3-030-37334-4
024 7 _a10.1007/978-3-030-37334-4
_2doi
050 4 _aQA76.9.D343
072 7 _aUNF
_2bicssc
072 7 _aUYQE
_2bicssc
072 7 _aCOM021030
_2bisacsh
072 7 _aUNF
_2thema
072 7 _aUYQE
_2thema
082 0 4 _a006.312
_223
245 1 0 _aAnalysis of Images, Social Networks and Texts
_h[electronic resource] :
_b8th International Conference, AIST 2019, Kazan, Russia, July 17-19, 2019, Revised Selected Papers /
_cedited by Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Khachay, Valentina Kuskova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aXXX, 426 p. 238 illus., 87 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v11832
505 0 _aInvited Opinion Talk -- Double-blind peer-reviewing and inclusiveness in Russian NLP conferences -- Tutorial -- Intel® Distribution of OpenVINO™ toolkit: a case study of semantic Segmentation -- General Topics of Data Analysis -- Experimental Analysis of Approaches to Multidimensional Conditional Density Estimation -- Histogram-based algorithm for building gradient boosting ensembles of piecewise linear decision trees -- Deep Reinforcement Learning in Match-3 Game -- Distance in Geographic and Characteristics Space for Real Estate Price Prediction -- Fast Nearest-Neighbor Classifier based on Sequential Analysis of Principal Components -- A Simple Method to Evaluate Support Size and Non-uniformity of a Decoder-Based Generative Model -- Natural Language Processing -- Biomedical Entities Impact on Rating Prediction for Psychiatric Drugs -- Combining Neural Language Models for WordSense Induction -- Log-based Reading Speed Prediction: a Case Study on War and Peace -- Cross-lingual argumentation mining for Russian texts -- Dynamic Topic Models for Retrospective Event Detection: A Study on Soviet Opposition-Leaning Media -- Deep Embeddings for Brand Detection in Product Titles -- Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspects Extraction -- Combined Advertising Sign Classifier -- A comparison of algorithms for detection of "figurativeness" in metaphor, irony and puns -- Authorship Attribution in Russian with New High-Performing and Fully Interpretable Morpho-Syntactic Features -- Evaluation of Sentence Embedding Models for Natural Language Understating Problems in Russian -- Noun Compositionality Detection using Distributional Semantics for the Russian Language -- Deep JEDi: Deep Joint Entity Disambiguation to Wikipedia for Russian -- Selecting an optimal feature set for stance detection -- Social network analysis -- Analysis of Students Educational Interests Using Social Networks Data -- Multilevel Exponential Random Graph Models Application to Civil Participation Studies -- The Entity Name Identification in Classification Algorithm: Testing the Advocacy Coalition Framework by Document Analysis (the Case of Russian Civil Society Policy) -- Analysis of Images and Video -- Multi-label Image Set Recognition in Visually-Aware Recommender Systems -- Input simplifying as an approach for improving neural network efficiency -- American and Russian Sign Language Dactyl Recognition and Text2Sign Translation -- Data augmentation with GAN: improving chest X-rays pathologies prediction on class-imbalanced cases -- Estimation of non-radial geometric distortions for dash cams -- On Expert-defined versus Learned Hierarchies for Image Classification -- A switching morphological algorithm for depth map recovery -- Learning to Approximate Directional Fields Defined over 2D Planes -- Optimization Problems on Graphs and Network Structures -- Fast and Exact Algorithms for Some NP-Hard 2-Clustering Problems in the One-Dimensional Case.-Efficient PTAS for the Euclidean Capacitated Vehicle Routing Problem with non-uniform non-splittable demand -- Analysis of Dynamic Behavior Through Event Data -- Detection of Anomalies in the Criminal Proceedings Based on the Analysis of Event Logs -- Method to Improve Workow Net Decomposition for Process Model Repair.
520 _aThis book constitutes the post-conference proceedings of the 8th International Conference on Analysis of Images, Social Networks and Texts, AIST 2019, held in Kazan, Russia, in July 2019. The 27 full and 8 short papers were carefully reviewed and selected from 134 submissions (of which 21 papers were automatically rejected without being reviewed). The papers are organized in topical sections on general topics of data analysis; natural language processing; social network analysis; analysis of images and video; optimization problems on graphs and network structures; and analysis of dynamic behavior through event data.
650 0 _aData mining.
_93907
650 0 _aComputer vision.
_9177361
650 0 _aArtificial intelligence.
_93407
650 0 _aDatabase management.
_93157
650 0 _aSocial sciences
_xData processing.
_983360
650 1 4 _aData Mining and Knowledge Discovery.
_9177362
650 2 4 _aComputer Vision.
_9177363
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aDatabase Management.
_93157
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_931815
700 1 _avan der Aalst, Wil M. P.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177364
700 1 _aBatagelj, Vladimir.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177365
700 1 _aIgnatov, Dmitry I.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177366
700 1 _aKhachay, Michael.
_eeditor.
_0(orcid)
_10000-0003-3555-0080
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177367
700 1 _aKuskova, Valentina.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177368
700 1 _aKutuzov, Andrey.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177369
700 1 _aKuznetsov, Sergei O.
_eeditor.
_0(orcid)
_10000-0003-3284-9001
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177370
700 1 _aLomazova, Irina A.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177371
700 1 _aLoukachevitch, Natalia.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177372
700 1 _aNapoli, Amedeo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177373
700 1 _aPardalos, Panos M.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177374
700 1 _aPelillo, Marcello.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_977318
700 1 _aSavchenko, Andrey V.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177375
700 1 _aTutubalina, Elena.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177376
710 2 _aSpringerLink (Online service)
_9177377
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030373337
776 0 8 _iPrinted edition:
_z9783030373351
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v11832
_9177378
856 4 0 _uhttps://doi.org/10.1007/978-3-030-37334-4
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c97629
_d97629