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12th BDA 2024: Aizu, Japan - Astronomy, Science, and Engineering
- 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
- Milind Choudhary, Parmeet Kaur:
WireLlama - Agentic Query System for PCAP Analysis. 3-13 - Richa Baranwal, Himanshu Ranjan, Neha Bansal, Shelly Sachdeva:
Schema Transformation from RDBMS to NoSQL Using Hypergraph. 14-29 - Himil Vasava, Himank Sehgal, Sonia Gupta, Siddhartha Asthana:
HeteroFormer: A Structure Aware Heterogeneous Graph Transformer. 30-43 - 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 - 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 - Apurva Kulkarni
, Ifrah Abdul Khadar Ramadurg
, Srinath Srinivasa, Sanket Patil
:
Introspecting Policy Documents Through Semantic Lenses of Sustainable Development Goals. 95-105
Data Science
- Akshat Saraswat
, Pushkar Prakash Arya
:
Ensemble Machine Learning and Natural Language Processing Techniques for the Assessment of Depression Using Non-clinical Texts. 109-122 - Vanha Tran
, Thiloan Bui, Hoangan Le:
Density and Connectivity-Based Neighbor Relationship Materialization for Discovering Prevalent Co-location Patterns. 123-137 - Mahima Kaushik
, Aditee Mattoo, Ritesh Rastogi, Mayank Deep Khare:
Exoplanet Detection: A Detailed Analysis. 138-153 - Milind V. Purohit:
Simulation, Classification, and Classification via Simulation. 154-164 - Jianing Zhao, Ou Deng, Qun Jin:
Improving Multimodal Sentiment Analysis with Unimodal Pseudo-label Generation. 165-179 - 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
- Shikha Mehta, Honey Baranwal, Sarvagya Saxena:
Image Caption Generation Using Deep Learning. 195-209 - Sujit Das, Anwesha Das:
Hybridization of K-Means and Chaotic K-Best Gravitational Search Algorithm to Solve Clustering Problems. 210-223 - Vidhi Sethi, Rishabh Kaushal:
Infant Mortality in India: Understanding the Problem Using Machine Learning Lens. 224-235 - Alok Raj Hans, Abhijeet Kumar Sharma, Vandana Devi Wangkheirakpam:
Electricity Demand and Price Forecasting Using LSTM for Smart Grid Operations. 236-250 - Agata Kaczmarek
, Filip Tobolewski
, Maria Ganzha
, Marcin Paprzycki
, Anna Wróblewska
:
Recognizing Selected Features in the News Text. 251-281 - Franco Liberati, Federico Giannelli, Paolo Bottoni, Tiziana Castrignanò:
HPC-CleanSeq: A Tool for Contamination Removal in Big RNA-Seq Datasets. 282-293
Information Security
- Puneet Goswami, Victor Hugo C. de Albuquerque, Lakshita Aggarwal, Kartik Gupta:
Data Fortress- File Sharing System Enhancing the Features of Blockchain. 297-312 - Rashmi P. Sarode, Yutaka Watanobe, Subhash Bhalla:
Decentralized Online Examination Platforms Employing Smart Contracts for Security. 313-327 - Takeru K. Suzuki
:
MHD Turbulence in a Cylindrical Shearing Box. 328-337 - Vagisha Gupta:
AI-Powered Threat Detection. 338-352

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