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Analysis of images, social networks and texts12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17-19, 2024 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Analysis of images, social networks and textsedited by Alexander Panchenko ... [et al.].
Reminder of title:	12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17-19, 2024 : revised selected papers /
remainder title:	AIST 2024
other author:	Panchenko, Alexander.
corporate name:
Published:	Cham :Springer Nature Switzerland :2025.
Description:	xx, 275 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Data miningCongresses.
Online resource:	https://doi.org/10.1007/978-3-031-88036-0
ISBN:	9783031880360$q(electronic bk.)

Analysis of images, social networks and texts12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17-19, 2024 : revised selected papers /
Analysis of images, social networks and texts12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17-19, 2024 : revised selected papers /[electronic resource] :AIST 2024edited by Alexander Panchenko ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xx, 275 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,154191611-3349 ;. - Lecture notes in computer science ;4891..

Keynote and Invited Papers. -- KyrgyzNLP: Challenges, Progress, and Future. -- Modeling Information Influence and Control in Social Networks: Integrating Opinions, Trust, Reputation, and Agent Dynamics. -- Natural Language Processing. -- Graphical Abbreviation Disclosure in Russian Language. -- Iterative Improvement of an Additively Regularized Topic Model. -- Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases. -- Shrink the longest: improving latent space isotropy with simplicial geometry. -- Redefining Annotation Practices: Leveraging Large Language Models for Discourse Annotation. -- GERA: a corpus of Russian school texts annotated for Grammatical Error Correction. -- From Tokens to Tales: Semantic Similarity in Story Generation. -- Cross-Language Summarization in Russian and Chinese Using the Reinforcement Learning. -- Computer Vision. -- Temporal Modeling via TCN and Transformer for Audio-Visual Emotion Recognition. -- YOLO-HTR: Page-Level Recognition of Historical Handwritten Document Collections. -- Data Analysis and Machine Learning. -- An optimal set of implications in triadic contexts. -- Uniting contrastive and generative learning for event sequences models. -- Theoretical Machine Learning and Optimization. -- An asymptotically optimal algorithm for the minimum weight spanning tree with arbitrarily bounded diameter on random inputs. -- Automatic Adaptive Conformal Inference for Time Series Forecasting.

This book constitutes the refereed proceedings of the 12th International Conference on Analysis of Images, Social Networks and Texts, AIST 2024, held in Bishkek, Kyrgyzstan, during October 17-19, 2024. The 16 full papers included in this book were carefully reviewed and selected from 70 submissions. They were organized in topical sections as follows: Natural Language Processing; Computer Vision; Data Analysis and Machine Learning; and Theoretical Machine Learning and Optimization.

ISBN: 9783031880360$q(electronic bk.)

Standard No.: 10.1007/978-3-031-88036-0doiSubjects--Topical Terms:

380776
Data mining
--Congresses.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Analysis of images, social networks and texts12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17-19, 2024 : revised selected papers /
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505 0 $a Keynote and Invited Papers. -- KyrgyzNLP: Challenges, Progress, and Future. -- Modeling Information Influence and Control in Social Networks: Integrating Opinions, Trust, Reputation, and Agent Dynamics. -- Natural Language Processing. -- Graphical Abbreviation Disclosure in Russian Language. -- Iterative Improvement of an Additively Regularized Topic Model. -- Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases. -- Shrink the longest: improving latent space isotropy with simplicial geometry. -- Redefining Annotation Practices: Leveraging Large Language Models for Discourse Annotation. -- GERA: a corpus of Russian school texts annotated for Grammatical Error Correction. -- From Tokens to Tales: Semantic Similarity in Story Generation. -- Cross-Language Summarization in Russian and Chinese Using the Reinforcement Learning. -- Computer Vision. -- Temporal Modeling via TCN and Transformer for Audio-Visual Emotion Recognition. -- YOLO-HTR: Page-Level Recognition of Historical Handwritten Document Collections. -- Data Analysis and Machine Learning. -- An optimal set of implications in triadic contexts. -- Uniting contrastive and generative learning for event sequences models. -- Theoretical Machine Learning and Optimization. -- An asymptotically optimal algorithm for the minimum weight spanning tree with arbitrarily bounded diameter on random inputs. -- Automatic Adaptive Conformal Inference for Time Series Forecasting.
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