05294nam 22007695 450 991104766690332120251020130419.03-032-03997-510.1007/978-3-032-03997-2(CKB)41696419300041(MiAaPQ)EBC32369576(Au-PeEL)EBL32369576(DE-He213)978-3-032-03997-2(EXLCZ)994169641930004120251020d2026 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierData 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 Stupnikov1st ed. 2026.Cham :Springer Nature Switzerland :Imprint: Springer,2026.1 online resource (427 pages)Communications in Computer and Information Science,1865-0937 ;26413-032-03996-7 -- 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 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.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.Communications in Computer and Information Science,1865-0937 ;2641Data miningArtificial intelligenceApplication softwareSocial sciencesData processingImage processingDigital techniquesComputer visionSoftware engineeringData Mining and Knowledge DiscoveryArtificial IntelligenceComputer and Information Systems ApplicationsComputer Application in Social and Behavioral SciencesComputer Imaging, Vision, Pattern Recognition and GraphicsSoftware EngineeringData mining.Artificial intelligence.Application software.Social sciencesData processing.Image processingDigital techniques.Computer vision.Software engineering.Data Mining and Knowledge Discovery.Artificial Intelligence.Computer and Information Systems Applications.Computer Application in Social and Behavioral Sciences.Computer Imaging, Vision, Pattern Recognition and Graphics.Software Engineering.005.74Pardalos Panos1334074Babkin Eduard1868438Zolotykh Nikolay1868439Stupnikov Sergey1772199MiAaPQMiAaPQMiAaPQBOOK9911047666903321Data Analytics and Management in Data Intensive Domains4476350UNINA