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Big Data Analytics in Astronomy, Science, and Engineering: 12th International Conference on Big Data Analytics, BDA 2024, Aizu, Japan, November 2628, 2024, Proceedings [Mīkstie vāki]

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  • Formāts: Paperback / softback, 354 pages, height x width: 235x155 mm, 127 Illustrations, color; 12 Illustrations, black and white; XIII, 354 p. 139 illus., 127 illus. in color., 1 Paperback / softback
  • Sērija : Lecture Notes in Computer Science 15546
  • Izdošanas datums: 31-Mar-2025
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3031861922
  • ISBN-13: 9783031861925
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Big Data Analytics in Astronomy, Science, and Engineering: 12th International Conference on Big Data Analytics, BDA 2024, Aizu, Japan, November 2628, 2024, ProceedingsPalielināt
  • Formāts: Paperback / softback, 354 pages, height x width: 235x155 mm, 127 Illustrations, color; 12 Illustrations, black and white; XIII, 354 p. 139 illus., 127 illus. in color., 1 Paperback / softback
  • Sērija : Lecture Notes in Computer Science 15546
  • Izdošanas datums: 31-Mar-2025
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3031861922
  • ISBN-13: 9783031861925
Citas grāmatas par šo tēmu:
Permanent link: https://www.kriso.lv/db/9783031861925.html
This book constitutes the proceedings of the 12th International Conference on Big Data Analytics in Astronomy, Science, and Engineering, BDA 2024, which took place in Aizu, Japan during November 26-28, 2024. 



The 16 full papers included in this book were carefully reviewed and selected from 90 submissions; the proceedings also include 6 invited papers. The contributions were organized in topical sections as follows: Big Data: analysis and management; data science; big data applications; and information security.



 



 
Big Data: Analysis and Management.- WireLlama - Agentic Query System for
PCAP Analysis.- Schema Transformation from RDBMS to NoSQL using
Hypergraph.- HeteroFormer: A Structure Aware Heterogeneous Graph
Transformer.- Applying Text Mining to Analyze Human Question Asking in
Creativity Research.- Overview of Current Challenges in Multi-Architecture
Software Engineering and a Vision for the Future.- Introspecting Policy
Documents through Semantic Lenses Of Sustainable Development Goals.- Data
Science.- Ensemble Machine Learning and Natural Language Processing
Techniques for the Assessment of Depression using Non-Clinical
Texts.- Density and Connectivity-based Neighbor Relationship Materialization
for Discovering Prevalent Co-location Patterns.- Exoplanet Detection: A
Detailed Analysis.- Simulation, Classification, and Classification via
Simulation.-  Improving Multimodal Sentiment Analysis with Unimodal
Pseudo-Label Generation.- The Language of Nuance: Exploring the Limits of
Large Language Models in Handling Ambiguity.- Big Data Applications.- Image
Caption Generation using Deep Learning.- Hybridization of K-means and Chaotic
K-best Gravitational Search Algorithm to solve clustering problems.- Infant
Mortality in India: Understanding the problem using Machine Learning lens.-
Electricity Demand and Price Forecasting using LSTM for Smart Grid
Operations.- Recognizing Selected Features in the News Text.- HPC-CleanSeq: A
tool for contamination removal in big RNA-seq datasets.- Information
Security.- Data Fortress- File Sharing System Enhancing the Features of
Blockchain.- Decentralized Online Examination Platforms Employing Smart
Contracts for Security.- MHD Turbulence in a Cylindrical Shearing Box.-
AI-Powered Threat Detection.