Recent Trends in Analysis of Images, Social Networks and Texts

Recent Trends in Analysis of Images, Social Networks and Texts

11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30, Revised Selected Papers

Madoyan, Habet; Ignatov, Dmitry I.; M. Panos , Pardalos; Nikishina, Irina; Savchenko, Andrey V.; Panov, Maxim; Panchenko, Alexander; Makarov, Ilya; Michael, Khachay; Kutuzov, Andrey

Springer International Publishing AG

08/2024

308

Mole

9783031670077

Pré-lançamento - envio 15 a 20 dias após a sua edição

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.- Natural Language Processing.

.- Determination of the Number of Topics Intrinsically: Is It Possible?.

.- Sentence Difficulty in Three Languages: Russian Dataset compared to Italian and English.

.- Machine Translation Models Stand Strong in the Face of Adversarial Attacks.

.- Whether Large Language Models Learn at the Inference Stage?.

.- Machine Translation for Russian-Khakas language pair: translation results in low-resource setting.

.- Automatic aspect extraction from scientific texts.

.- User Review Summarization in Russian.

.- Tuning-free Discriminative Nearest Neighbor Few-shot Intent Detection via Consecutive Knowledge Transfer.

.- Prompt-tuning for Targeted Sentiment Analysis in Russian.

.- On the Way to Controllable Text Summarization in Russian.

.- Document-level relation extraction in Russian.

.- The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends.

.- Computer Vision.

.- Interactive Image Segmentation with Superpixel Propagation.

.- Gesture recognition on video data.

.- Semantic-aware GAN Manipulations for Human Face Editing.

.- Learning facial expression recognition in-the-wild from synthetic data based on an ensemble of lightweight neural networks.

.- Acne recognition: training models with experts.

.- Data Analysis and Machine Learning.

.- Application of Multimodal Machine Learning for Image Recommendation Systems.

.- Data-Driven Approach for Identifying Functional State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis.

.- Network Analysis.

.- Approximate Density Computation for OA-biclustering.

.- Theoretical Machine Learning and Optimization.

.- Distributed Bayesian Coresets.

.- Demo Paper.

.- Development of a visualization tool for the occurrence of life events on the demographic Lexis grid.
Analysis of Images and Video;Natural Language Processing;Social Network Analysis;Computer vision;Deep Learning;Recommender systems and collaborative technologies;Pattern Recognition;Information systems;Game analytics;Data Mining ;Machine Learning;Semantic Web and Ontologies;Collaborative and social computing;Social networks;Web Mining;Internet Mathematics;Text Mining;Process mining;Signal processing;Mathematical optimization