Analysis of Images Social Networks and Texts 7th International Conference AIST 2018 Moscow Russia July 5 7 2018 Revised Selected Papers 1st edition by Wil M P Van Der Aalst 3030110277 9783030110277

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ISBN-10 :  3030110277 

ISBN-13 :  9783030110277

Author:  Wil M. P. Van Der Aalst 

This book constitutes the proceedings of the 7th International Conference on Analysis of Images, Social Networks and Texts, AIST 2018, held in Moscow, Russia, in July 2018. The 29 full papers were carefully reviewed and selected from 107 submissions (of which 26 papers were rejected without being reviewed). The papers are organized in topical sections on natural language processing; analysis of images and video; general topics of data analysis; analysis of dynamic behavior through event data; optimization problems on graphs and network structures; and innovative systems.

Analysis of Images Social Networks and Texts 7th International Conference AIST 2018 Moscow Russia July 5 7 2018 Revised Selected Papers 1st Table of contents:

1. Visualization of Data Science Community in Russia
2. Social Network Analysis
3. Echo Chambers vs Opinion Crossroads in News Consumption on Social Media
4. Joint Node-Edge Network Embedding for Link Prediction
5. Co-authorship Network Embedding and Recommending Collaborators via Network Embedding
6. Organizational Networks Revisited: Predictors of Headquarters-Subsidiary Relationship Perception
7. Natural Language Processing
8. Vector Space Models in Detection of Semantically Non-compositional Word Combinations in Turkish
9. Authorship Verification on Short Text Samples Using Stylometric Embeddings
10. Extraction of Hypernyms from Dictionaries with a Little Help from Word Embeddings
11. Sentiment Analysis of Telephone Conversations Using Multimodal Data
12. Evaluation of Approaches for Most Frequent Sense Identification in Russian
13. RusNLP: Semantic Search Engine for Russian NLP Conference Papers
14. Russian Q&A Method Study: From Naive Bayes to Convolutional Neural Networks
15. Extraction of Explicit Consumer Intentions from Social Network Messages
16. Probabilistic Approach for Embedding Arbitrary Features of Text
17. Learning Representations for Soft Skill Matching
18. Analysis of Images and Video
19. Application of Fully Convolutional Neural Networks to Mapping Industrial Oil Palm Plantations
20. CalciumCV: Computer Vision Software for Calcium Signaling in Astrocytes
21. Copy-Move Detection Based on Different Forms of Local Binary Patterns
22. Emotion Recognition of a Group of People in Video Analytics Using Deep Off-the-Shelf Image Embeddings
23. General Topics of Data Analysis
24. Extraction of Visual Features for Recommendation of Products via Deep Learning
25. Regression Analysis with Cluster Ensemble and Kernel Function
26. Tree-Based Ensembles for Predicting the Bottomhole Pressure of Oil and Gas Well Flows
27. Lookup Lateration: Mapping of Received Signal Strength to Position for Geo-Localization in Outdoor Urban Areas
28. Dropout-Based Active Learning for Regression
29. Analysis of Dynamic Behavior Through Event Data
30. Neural Approach to the Discovery Problem in Process Mining
31. Constructing Regular Expressions from Real-Life Event Logs
32. Optimization Problems on Graphs and Network Structures
33. On Modification of an Asymptotically Optimal Algorithm for the Maximum Euclidean Traveling Salesman Problem
34. Exact Algorithms for the Special Cases of Two Hard to Solve Problems of Searching for the Largest Subset
35. On a Problem of Summing Elements Chosen from the Family of Finite Numerical Sequences
36. Efficient PTAS for the Euclidean CVRP with Time Windows
37. Innovative Systems
38. Generic Distributed In Situ Aggregation for Earth Remote Sensing Imagery

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Tags: Social Networks, International Conference, Wil M P Van Der Aalst