國立虎尾科技大學 |

Analysis of Images, Social Networks and Texts = 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Analysis of Images, Social Networks and Texts/ edited 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.
Reminder of title:	8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers /
other author:	van der Aalst, Wil M. P.
Description:	XXX, 426 p. 238 illus., 87 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Data mining. -
Online resource:	https://doi.org/10.1007/978-3-030-37334-4
ISBN:	9783030373344

Analysis of Images, Social Networks and Texts = 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers /
Analysis of Images, Social Networks and Texts8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers /[electronic resource] :edited 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. - 1st ed. 2019. - XXX, 426 p. 238 illus., 87 illus. in color.online resource. - Information Systems and Applications, incl. Internet/Web, and HCI ;11832. - Information Systems and Applications, incl. Internet/Web, and HCI ;9149.

Invited 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.

This 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.

ISBN: 9783030373344

Standard No.: 10.1007/978-3-030-37334-4doiSubjects--Topical Terms:

528622
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Analysis of Images, Social Networks and Texts = 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers /
LDR:05737nam a22004215i 4500 001 1016192
003 DE-He213
005 20201202201515.0
007 cr nn 008mamaa
008 210106s2019 gw | s |||| 0|eng d
020 $a 9783030373344 $9 978-3-030-37334-4
024 7 $a 10.1007/978-3-030-37334-4 $2 doi
035 $a 978-3-030-37334-4
050 4 $a QA76.9.D343
072 7 $a UNF $2 bicssc
072 7 $a COM021030 $2 bisacsh
072 7 $a UNF $2 thema
072 7 $a UYQE $2 thema
082 0 4 $a 006.312 $2 23
245 1 0 $a Analysis of Images, Social Networks and Texts $h [electronic resource] : $b 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers / $c edited 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 $a 1st ed. 2019.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a XXX, 426 p. 238 illus., 87 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Information Systems and Applications, incl. Internet/Web, and HCI ; $v 11832
505 0 $a Invited 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 $a This 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 $a Data mining. $3 528622
650 0 $a Optical data processing. $3 639187
650 0 $a Artificial intelligence. $3 559380
650 0 $a Database management. $3 557799
650 0 $a Application software. $3 528147
650 1 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Image Processing and Computer Vision. $3 670819
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Database Management. $3 669820
650 2 4 $a Computer Appl. in Social and Behavioral Sciences. $3 669920
700 1 $a van der Aalst, Wil M. P. $e author. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1262933
700 1 $a Batagelj, Vladimir. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 801299
700 1 $a Ignatov, Dmitry I. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 884570
700 1 $a Khachay, Michael. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1228086
700 1 $a Kuskova, Valentina. $e editor. $1 https://orcid.org/0000-0003-4716-2544 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310547
700 1 $a Kutuzov, Andrey. $e editor. $1 https://orcid.org/0000-0003-2540-5912 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310548
700 1 $a Kuznetsov, Sergei O. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 786286
700 1 $a Lomazova, Irina A. $e editor. $1 https://orcid.org/0000-0002-9420-3751 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1281892
700 1 $a Loukachevitch, Natalia. $e editor. $1 https://orcid.org/0000-0002-1883-4121 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1281893
700 1 $a Napoli, Amedeo. $e editor. $1 https://orcid.org/0000-0001-5236-9561 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1281894
700 1 $a Pardalos, Panos M. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 669384
700 1 $a Pelillo, Marcello. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 815917
700 1 $a Savchenko, Andrey V. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1109373
700 1 $a Tutubalina, Elena. $e editor. $1 https://orcid.org/0000-0001-7936-0284 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310549
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030373337
776 0 8 $i Printed edition: $z 9783030373351
830 0 $a Information Systems and Applications, incl. Internet/Web, and HCI ; $v 9149 $3 1253558
856 4 0 $u https://doi.org/10.1007/978-3-030-37334-4
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)