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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: van der Aalst, Wil M. P. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Batagelj, Vladimir (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Ignatov, Dmitry I. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Khachay, Michael (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Kuskova, Valentina (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Kutuzov, Andrey (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Kuznetsov, Sergei O. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Lomazova, Irina A. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Loukachevitch, Natalia (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Napoli, Amedeo (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Pardalos, Panos M. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Pelillo, Marcello (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Savchenko, Andrey V. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Tutubalina, Elena (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Information Systems and Applications, incl. Internet/Web, and HCI ; 11832
• Θέματα: Data mining.; Optical data processing.; Artificial intelligence.; Database management.; Application software.; Data Mining and Knowledge Discovery.; Image Processing and Computer Vision.; Artificial Intelligence.; Database Management.; Computer Appl. in Social and Behavioral Sciences.

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 wer...

Πίνακας περιεχομένων:

• 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.