{"title":"A Deep Learning Method Study of User Interest Classification","authors":"A. Malafeev, Kirill Nikolaev","doi":"10.1007/978-3-030-39575-9_15","DOIUrl":"https://doi.org/10.1007/978-3-030-39575-9_15","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127390650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dmitry G. Zaytsev, Nikita Talovsky, Valentina V. Kuskova, Gregory S. Khvatsky
{"title":"The Entity Name Identification in Classification Algorithm: Testing the Advocacy Coalition Framework by Document Analysis (The Case of Russian Civil Society Policy)","authors":"Dmitry G. Zaytsev, Nikita Talovsky, Valentina V. Kuskova, Gregory S. Khvatsky","doi":"10.1007/978-3-030-37334-4_25","DOIUrl":"https://doi.org/10.1007/978-3-030-37334-4_25","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127863443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Data Augmentation with GAN: Improving Chest X-Ray Pathologies Prediction on Class-Imbalanced Cases","authors":"Tatiana Malygina, Elena Ericheva, I. Drokin","doi":"10.1007/978-3-030-37334-4_29","DOIUrl":"https://doi.org/10.1007/978-3-030-37334-4_29","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115252862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Morpheme Segmentation for Russian: Evaluation of Convolutional Neural Network Models","authors":"Lyudmila Maltina, A. Malafeev","doi":"10.1007/978-3-030-39575-9_16","DOIUrl":"https://doi.org/10.1007/978-3-030-39575-9_16","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131509140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
T. S. Sheikh, A. Khan, Muhammad Fahim, Muhammad Ahmad
{"title":"Synthesizing Data Using Variational Autoencoders for Handling Class Imbalanced Deep Learning","authors":"T. S. Sheikh, A. Khan, Muhammad Fahim, Muhammad Ahmad","doi":"10.1007/978-3-030-39575-9_28","DOIUrl":"https://doi.org/10.1007/978-3-030-39575-9_28","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133268172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evolutionary algorithms for constructing an ensemble of decision trees","authors":"E. Dolotov, N. Zolotykh","doi":"10.1007/978-3-030-39575-9_2","DOIUrl":"https://doi.org/10.1007/978-3-030-39575-9_2","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124545646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Valentina V. Kuskova, Gregory S. Khvatsky, Dmitry G. Zaytsev, Nikita Talovsky
{"title":"Multilevel Exponential Random Graph Models Application to Civil Participation Studies","authors":"Valentina V. Kuskova, Gregory S. Khvatsky, Dmitry G. Zaytsev, Nikita Talovsky","doi":"10.1007/978-3-030-37334-4_24","DOIUrl":"https://doi.org/10.1007/978-3-030-37334-4_24","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"206 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130893154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Using Pre-trained Deeply Contextual Model BERT for Russian Named Entity Recognition","authors":"Eugeny Mukhin","doi":"10.1007/978-3-030-39575-9_17","DOIUrl":"https://doi.org/10.1007/978-3-030-39575-9_17","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128823592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
V. Kustikova, E. Vasiliev, A. Khvatov, Pavel Kumbrasiev, Ivan Vikhrev, Konstantin Utkin, Anton Dudchenko, Gleb Gladilov
{"title":"Intel Distribution of OpenVINO Toolkit: A Case Study of Semantic Segmentation","authors":"V. Kustikova, E. Vasiliev, A. Khvatov, Pavel Kumbrasiev, Ivan Vikhrev, Konstantin Utkin, Anton Dudchenko, Gleb Gladilov","doi":"10.1007/978-3-030-37334-4_2","DOIUrl":"https://doi.org/10.1007/978-3-030-37334-4_2","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122822370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Biomedical Entities Impact on Rating Prediction for Psychiatric Drugs","authors":"E. Tutubalina, I. Alimova, V. Solovyev","doi":"10.1007/978-3-030-37334-4_9","DOIUrl":"https://doi.org/10.1007/978-3-030-37334-4_9","url":null,"abstract":"","PeriodicalId":350447,"journal":{"name":"International Joint Conference on the Analysis of Images, Social Networks and Texts","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116352316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}