Analysis of Images, Social Networks and Texts

Analysis of Images, Social Networks and Texts

12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17-19, 2024, Revised Selected Papers

Savchenko, Andrey V.; Khachay, Michael; Gubanov, Dmitriy; Kutuzov, Andrey; Loukachevitch, Natalia; Panov, Maxim; Nikishina, Irina; Panchenko, Alexander; Kuznetsov, Andrey; Panos M., Pardalos

Springer International Publishing AG

04/2025

276

Mole

9783031880353

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

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.- 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.
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