LEADER 05294nam 22007695 450 001 9911047666903321 005 20251020130419.0 010 $a3-032-03997-5 024 7 $a10.1007/978-3-032-03997-2 035 $a(CKB)41696419300041 035 $a(MiAaPQ)EBC32369576 035 $a(Au-PeEL)EBL32369576 035 $a(DE-He213)978-3-032-03997-2 035 $a(EXLCZ)9941696419300041 100 $a20251020d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Analytics and Management in Data Intensive Domains $e26th International Conference, DAMDID/RCDL 2024, Nizhny Novgorod, Russia, October 23?25, 2024, Revised Selected Papers /$fedited by Panos Pardalos, Eduard Babkin, Nikolay Zolotykh, Sergey Stupnikov 205 $a1st ed. 2026. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026. 215 $a1 online resource (427 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2641 311 08$a3-032-03996-7 327 $a -- 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. 330 $aThis book includes the revised selected papers from the 26th International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2024, held in Nizhny Novgorod, Russia, during October 22-25, 2024. The 15 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 71 submissions. They focus on Conceptual Modeling and Ontologies; Generative and Transformer-Based Models; Machine Learning Methods and Applications and Statistical Methods and Applications. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2641 606 $aData mining 606 $aArtificial intelligence 606 $aApplication software 606 $aSocial sciences$xData processing 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aSoftware engineering 606 $aData Mining and Knowledge Discovery 606 $aArtificial Intelligence 606 $aComputer and Information Systems Applications 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aSoftware Engineering 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aApplication software. 615 0$aSocial sciences$xData processing. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aSoftware engineering. 615 14$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aComputer and Information Systems Applications. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aSoftware Engineering. 676 $a005.74 700 $aPardalos$b Panos$01334074 701 $aBabkin$b Eduard$01868438 701 $aZolotykh$b Nikolay$01868439 701 $aStupnikov$b Sergey$01772199 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911047666903321 996 $aData Analytics and Management in Data Intensive Domains$94476350 997 $aUNINA