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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| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
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Springer Nature Switzerland : Imprint: Springer,
2025.
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| Vydání: | 1st ed. 2025. |
| Edice: | Lecture Notes in Computer Science,
15546 |
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| On-line přístup: | https://doi.org/10.1007/978-3-031-86193-2 |
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| 245 | 1 | 0 | |a Big Data Analytics in Astronomy, Science, and Engineering |h [electronic resource] : |b 12th International Conference on Big Data Analytics, BDA 2024, Aizu, Japan, November 26–28, 2024, Proceedings / |c edited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla. |
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| 505 | 0 | |a 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. | |
| 520 | |a 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. . | ||
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| 532 | 8 | |a Publisher contact for further accessibility information: accessibilitysupport@springernature.com | |
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| 700 | 1 | |a Bhalla, Subhash. |e editor. |0 (orcid)0000-0002-3294-9013 |1 https://orcid.org/0000-0002-3294-9013 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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