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Big Data Analytics in Astronomy, Science, and Engineering 12th International Conference on Big Data Analytics, BDA 2024, Aizu, Japan, November 26–28, 2024, Proceedings /

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 submis...

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Korporativní autor: SpringerLink (Online service)
Další autoři: Sachdeva, Shelly (Editor), Watanobe, Yutaka (Editor), Bhalla, Subhash (Editor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Vydání:1st ed. 2025.
Edice:Lecture Notes in Computer Science, 15546
Témata:
Application software.
Database management.
Computer networks .
Computer and Information Systems Applications.
Database Management.
Computer Communication Networks.
On-line přístup:https://doi.org/10.1007/978-3-031-86193-2
Tagy: Přidat tag
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Obsah:
  • 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.

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