Analysis of Images, Social Networks and Texts 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers
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...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2019, 2019
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| Edition: | 1st ed. 2019 |
| Series: | Information Systems and Applications, incl. Internet/Web, and HCI
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 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
- 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
- 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
- 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