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12th BDA 2024: Aizu, Japan - Astronomy, Science, and Engineering

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Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla:
Big Data Analytics in Astronomy, Science, and Engineering - 12th International Conference on Big Data Analytics, BDA 2024, Aizu, Japan, November 26-28, 2024, Proceedings. Lecture Notes in Computer Science 15546, Springer 2025, ISBN 978-3-031-86192-5

Big Data: Analysis and Management

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Milind Choudhary, Parmeet Kaur:
WireLlama - Agentic Query System for PCAP Analysis. 3-13
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Richa Baranwal, Himanshu Ranjan, Neha Bansal, Shelly Sachdeva:
Schema Transformation from RDBMS to NoSQL Using Hypergraph. 14-29
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Himil Vasava, Himank Sehgal, Sonia Gupta, Siddhartha Asthana:
HeteroFormer: A Structure Aware Heterogeneous Graph Transformer. 30-43
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Anna Wróblewska, Marceli Korbin, Yoed N. Kenett, Daniel Dan, Maria Ganzha, Marcin Paprzycki:
Applying Text Mining to Analyze Human Question Asking in Creativity Research. 44-73
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Piotr Sowinski, Ignacio Lacalle, Rafael Vaño, Carlos Enrique Palau, Maria Ganzha, Marcin Paprzycki:
Overview of Current Challenges in Multi-architecture Software Engineering and a Vision for the Future. 74-94
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Apurva Kulkarni, Ifrah Abdul Khadar Ramadurg, Srinath Srinivasa, Sanket Patil:
Introspecting Policy Documents Through Semantic Lenses of Sustainable Development Goals. 95-105

Data Science

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Akshat Saraswat, Pushkar Prakash Arya:
Ensemble Machine Learning and Natural Language Processing Techniques for the Assessment of Depression Using Non-clinical Texts. 109-122
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Vanha Tran, Thiloan Bui, Hoangan Le:
Density and Connectivity-Based Neighbor Relationship Materialization for Discovering Prevalent Co-location Patterns. 123-137
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Mahima Kaushik, Aditee Mattoo, Ritesh Rastogi, Mayank Deep Khare:
Exoplanet Detection: A Detailed Analysis. 138-153
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Milind V. Purohit:
Simulation, Classification, and Classification via Simulation. 154-164
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Jianing Zhao, Ou Deng, Qun Jin:
Improving Multimodal Sentiment Analysis with Unimodal Pseudo-label Generation. 165-179
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Md. Tauseef Qamar, Shahab Saquib Sohail, Gunjan Ansari, Chandni Saxena:
The Language of Nuance: Exploring the Limits of Large Language Models in Handling Ambiguity. 180-192

Big Data Applications

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Shikha Mehta, Honey Baranwal, Sarvagya Saxena:
Image Caption Generation Using Deep Learning. 195-209
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Sujit Das, Anwesha Das:
Hybridization of K-Means and Chaotic K-Best Gravitational Search Algorithm to Solve Clustering Problems. 210-223
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Vidhi Sethi, Rishabh Kaushal:
Infant Mortality in India: Understanding the Problem Using Machine Learning Lens. 224-235
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Alok Raj Hans, Abhijeet Kumar Sharma, Vandana Devi Wangkheirakpam:
Electricity Demand and Price Forecasting Using LSTM for Smart Grid Operations. 236-250
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Agata Kaczmarek, Filip Tobolewski, Maria Ganzha, Marcin Paprzycki, Anna Wróblewska:
Recognizing Selected Features in the News Text. 251-281
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Franco Liberati, Federico Giannelli, Paolo Bottoni, Tiziana Castrignanò:
HPC-CleanSeq: A Tool for Contamination Removal in Big RNA-Seq Datasets. 282-293

Information Security

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Puneet Goswami, Victor Hugo C. de Albuquerque, Lakshita Aggarwal, Kartik Gupta:
Data Fortress- File Sharing System Enhancing the Features of Blockchain. 297-312
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Rashmi P. Sarode, Yutaka Watanobe, Subhash Bhalla:
Decentralized Online Examination Platforms Employing Smart Contracts for Security. 313-327
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Takeru K. Suzuki:
MHD Turbulence in a Cylindrical Shearing Box. 328-337
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Vagisha Gupta:
AI-Powered Threat Detection. 338-352

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