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

Author:   Shelly Sachdeva ,  Yutaka Watanobe ,  Subhash Bhalla
Publisher:   Springer International Publishing AG
Volume:   15546
ISBN:  

9783031861925


Pages:   354
Publication Date:   31 March 2025
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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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


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Author:   Shelly Sachdeva ,  Yutaka Watanobe ,  Subhash Bhalla
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   15546
ISBN:  

9783031861925


ISBN 10:   3031861922
Pages:   354
Publication Date:   31 March 2025
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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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