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Recent trends in analysis of images, social networks and texts = 11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Recent trends in analysis of images, social networks and texts/ edited by Dmitry I. Ignatov ... [et al.].
其他題名:	11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30 : revised selected papers /
其他題名:	AIST 2023
其他作者:	Ignatov, Dmitry I.
團體作者:	AIST (Conference)
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xliii, 310 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Data mining - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-67008-4
ISBN:	9783031670084

Recent trends in analysis of images, social networks and texts = 11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30 : revised selected papers /
Recent trends in analysis of images, social networks and texts11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30 : revised selected papers /[electronic resource] :AIST 2023edited by Dmitry I. Ignatov ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xliii, 310 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,19051865-0937 ;. - Communications in computer and information science ;1905..

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.

This book constitutes the refereed proceedings of the 11th International Conference on Recent Trends in Analysis of Images, Social Networks and Texts, AIST 2023, held in Yerevan, Armenia, during September 28-30, 2023. The 19 full papers 2 short papers and 1 demo paper included in this book were carefully reviewed and selected from 52 submissions. They were organized in topical sections as follows: Natural Language Processing; Computer Vision; Data Analysis and Machine Learning; Network Analysis; Theoretical Machine Learning and Optimization; and Demo Paper.

ISBN: 9783031670084

Standard No.: 10.1007/978-3-031-67008-4doiSubjects--Topical Terms:

551626
Data mining
--Congresses.

LC Class. No.: QA76.9.D343 / A57 2023

Dewey Class. No.: 006.312

Recent trends in analysis of images, social networks and texts = 11th International Conference, AIST 2023, Yerevan, Armenia, September 28-30 : revised selected papers /
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