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Présentation Data Analytics And Management In Data Intensive Domains de Format Broché
- Livre Informatique
Résumé : .- 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.
Biographie:
Generative and Transformer-Based Models...
Sommaire: 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...
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