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[null,"1.","Record Nr.",null,"UNINA9911047666903321"]
[null,null,"Autore",null,"Pardalos Panos"]
[null,null,"Titolo",null,"Data Analytics and Management in Data Intensive Domains : 26th International Conference, DAMDID/RCDL 2024, Nizhny Novgorod, Russia, October 23–25, 2024, Revised Selected Papers / / edited by Panos Pardalos, Eduard Babkin, Nikolay Zolotykh, Sergey Stupnikov"]
[null,null,"Pubbl/distr/stampa",null,"Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2026"]
[null,null,"ISBN",null,"3-032-03997-5"]
[null,null,"Edizione",null,"[1st ed. 2026.]"]
[null,null,"Descrizione fisica",null,"1 online resource (427 pages)"]
[null,null,"Collana",null,"Communications in Computer and Information Science, , 1865-0937 ; ; 2641"]
[null,null,"Disciplina",null,"005.74"]
[null,null,"Soggetti",null,"Data mining"]
[{"$nulls":4},"Artificial intelligence"]
[{"$nulls":4},"Application software"]
[{"$nulls":4},"Social sciences - Data processing"]
[{"$nulls":4},"Image processing - Digital techniques"]
[{"$nulls":4},"Computer vision"]
[{"$nulls":4},"Software engineering"]
[{"$nulls":4},"Data Mining and Knowledge Discovery"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Computer and Information Systems Applications"]
[{"$nulls":4},"Computer Application in Social and Behavioral Sciences"]
[{"$nulls":4},"Computer Imaging, Vision, Pattern Recognition and Graphics"]
[{"$nulls":4},"Software Engineering"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,"Nota di contenuto",null,"-- Conceptual Modeling and Ontologies.  -- An Approach to Information Security Domain Analysis for Building a Research Infrastructure.  -- Approach to Developing a Machine Learning Ontology.  -- Metagraph Operations using Bigraph Representation.  -- Ontology and Knowledge Graph of Mathematical Physics in the Semantic Library MathSemanticLib.  -- Data Quality Assessment in Large Spectral Data Collections. States and Transitions.  -- Generative and Transformer-Based Models.  -- Explaining Transformer-Based Models: a Comparative Study of flan-T5 and BERT Using Post-Hoc Methods.  -- Exploring Fine-Tuned Generative Models for Keyphrase "]
[{"$nulls":4},"Selection: A Case Study for Russian.  -- Applying Generative Neural Networks to Extract Argument Relations from Scientific Communication Texts.  -- An Experimental Study on Cross-Domain Transformer-Based Term Recognition for Russian.  -- On Open Datasets for LLM Adversarial Testing.  -- An LLM Approach to Fixing Common Code Issues in Machine Learning Projects.  -- Machine Learning Methods and Applications.  -- Verifying Factographic Content in Narrative Texts.  -- Decoding the Past: Building a Comprehensive Glagolitic Dataset for Historical Text Analysis.  -- Real-Bogus Classification for ZTF Data Releases: Two Approaches.  -- Prospects for the Use of Artificial Intelligence for Hydrometeorology.  -- Statistical Methods and Applications.  -- Model for Assessing the Need to Involve Users of Social Networks in a Healthy LifeStyle and Giving up Bad Habits According to the Data of a Social Network.  -- Exploring Patterns of Information Literacy Development in Schools: Application of Multilevel Latent Class Analysis to School Students Survey Data.  -- Development and Implementation of Software Application for Comparative Analysis of the Estimates of the Complexity of Text Data.  -- bXES: a Binary Format for Storing and Transferring Software Event Logs."]
[null,null,null,"Sommario/riassunto","This book includes the revised selected papers from the 26th International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2024, held in Nizhny Novgorod, Russia, during October 22-25, 2024. The 15 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 71 submissions. They focus on Conceptual Modeling and Ontologies; Generative and Transformer-Based Models; Machine Learning Methods and Applications and Statistical Methods and Applications."]