LEADER 04489nam 22005895 450 001 9910992785803321 005 20250330141115.0 010 $a3-031-86193-0 024 7 $a10.1007/978-3-031-86193-2 035 $a(CKB)38166492200041 035 $a(DE-He213)978-3-031-86193-2 035 $a(MiAaPQ)EBC31981128 035 $a(Au-PeEL)EBL31981128 035 $a(EXLCZ)9938166492200041 100 $a20250330d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data Analytics in Astronomy, Science, and Engineering $e12th International Conference on Big Data Analytics, BDA 2024, Aizu, Japan, November 26?28, 2024, Proceedings /$fedited by Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (XIII, 354 p. 139 illus., 127 illus. in color.) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15546 311 08$a3-031-86192-2 327 $aBig 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. 330 $aThis book constitutes the proceedings of the 12th International Conference on Big Data Analytics in Astronomy, Science, and Engineering, BDA 2024, which took place in Aizu, Japan during November 26-28, 2024. The 16 full papers included in this book were carefully reviewed and selected from 90 submissions; the proceedings also include 6 invited papers. The contributions were organized in topical sections as follows: Big Data: analysis and management; data science; big data applications; and information security. . 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15546 606 $aApplication software 606 $aDatabase management 606 $aComputer networks 606 $aComputer and Information Systems Applications 606 $aDatabase Management 606 $aComputer Communication Networks 615 0$aApplication software. 615 0$aDatabase management. 615 0$aComputer networks. 615 14$aComputer and Information Systems Applications. 615 24$aDatabase Management. 615 24$aComputer Communication Networks. 676 $a005.3 702 $aSachdeva$b Shelly$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWatanobe$b Yutaka$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBhalla$b Subhash$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910992785803321 996 $aBig Data Analytics in Astronomy, Science, and Engineering$94343536 997 $aUNINA