Big Data Mining and Analytics Open Access Editors-in-Chief: Yi Pan, Weimin Zheng
Home Big Data Mining and Analytics All Issues Volume 7 Issue 2
Volume 7 Issue 2, June 2024
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PP.247-563
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19 articles
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Special Section on Role & Impact of Advance Technologies AI, ML, and Big Data in Business and Society
Open Access
Editorial
Published: 22 April 2024
2024, 7 (2): i-ii
Open Access
Predicting Energy Consumption Using Stacked LSTM Snapshot Ensemble
Mona Ahamd Alghamdi, Abdullah S. AL-Malaise AL-Ghamdi, Mahmoud Ragab
Published: 22 April 2024
2024, 7 (2): 247-270
Open Access
AI/ML Enabled Automation System for Software Defined Disaggregated Open Radio Access Networks: Transforming Telecommunication Business
Sunil Kumar
Published: 22 April 2024
2024, 7 (2): 271-293
Open Access
Enhancing Telemarketing Success Using Ensemble-Based Online Machine Learning
Shahriar Kaisar, Md Mamunur Rashid, Abdullahi Chowdhury, [...], Sakib Shahriar Shafin, Joarder Kamruzzaman, Abebe Diro << Fewer
Published: 22 April 2024
2024, 7 (2): 294-314
Special Section on Big Data Computing for Internet of Things and Utility and Cloud Computing
Open Access
Extending OpenStack Monasca for Predictive Elasticity Control
Giacomo Lanciano, Filippo Galli, Tommaso Cucinotta, [...], Davide Bacciu, Andrea Passarella << Fewer
Published: 22 April 2024
2024, 7 (2): 315-339
Open Access
ROBO-SPOT: Detecting Robocalls by Understanding User Engagement and Connectivity Graph
Muhammad Ajmal Azad, Junaid Arshad, Farhan Riaz
Published: 22 April 2024
2024, 7 (2): 340-356
Open Access
A Novel Recommendation Algorithm Integrates Resource Allocation and Resource Transfer in Weighted Bipartite Network
Qiang Sun, Leilei Shi, Lu Liu, [...], Zixuan Han, Liang Jiang, Yan Wu, Yeling Zhao << Fewer
Published: 22 April 2024
2024, 7 (2): 357-370
Open Access
Data Temperature Informed Streaming for Optimising Large-Scale Multi-Tiered Storage
Dominic Davies-Tagg, Ashiq Anjum, Ali Zahir, [...], Lu Liu, Muhammad Usman Yaseen, Nick Antonopoulos << Fewer
Published: 22 April 2024
2024, 7 (2): 371-398
Regular Articles
Open Access
An Intelligent Big Data Security Framework Based on AEFS-KENN Algorithms for the Detection of Cyber-Attacks from Smart Grid Systems
Sankaramoorthy Muthubalaji, Naresh Kumar Muniyaraj, Sarvade Pedda Venkata Subba Rao, [...], Kavitha Thandapani, Pasupuleti Rama Mohan, Thangam Somasundaram, Yousef Farhaoui << Fewer
Published: 22 April 2024
2024, 7 (2): 399-418
Open Access
E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review
Abed Mutemi, Fernando Bacao
Published: 22 April 2024
2024, 7 (2): 419-444
Open Access
AI-Based Advanced Approaches and Dry Eye Disease Detection Based on Multi-Source Evidence: Cases, Applications, Issues, and Future Directions
Mini Han Wang, Lumin Xing, Yi Pan, [...], Feng Gu, Junbin Fang, Xiangrong Yu, Chi Pui Pang, Kelvin Kam-Lung Chong, Carol Yim-Lui Cheung, Xulin Liao, Xiaoxiao Fang, Jie Yang, Ruoyu Zhou, Xiaoshu Zhou, Fengling Wang, Wenjian Liu << Fewer
Published: 22 April 2024
2024, 7 (2): 445-484
Open Access
Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers
Sohail Khan, Mohammad Nauman
Published: 22 April 2024
2024, 7 (2): 485-499
Open Access
An Adaptive Scalable Data Pipeline for Multiclass Attack Classification in Large-Scale IoT Networks
Selvam Saravanan, Uma Maheswari Balasubramanian
Published: 22 April 2024
2024, 7 (2): 500-511
Open Access
Improved Quantile Convolutional and Recurrent Neural Networks for Electric Vehicle Battery Temperature Prediction
Andreas M. Billert, Runyao Yu, Stefan Erschen, [...], Michael Frey, Frank Gauterin << Fewer
Published: 22 April 2024
2024, 7 (2): 512-530
Open Access
Unstructured Big Data Threat Intelligence Parallel Mining Algorithm
Zhihua Li, Xinye Yu, Tao Wei, Junhao Qian
Published: 22 April 2024
2024, 7 (2): 531-546
Open Access
KeyEE: Enhancing Low-Resource Generative Event Extraction with Auxiliary Keyword Sub-Prompt
Junwen Duan, Xincheng Liao, Ying An, Jianxin Wang
Published: 22 April 2024
2024, 7 (2): 547-560
Call for Papers
Open Access
Call for Papers Special Issue on Challenges and Opportunities in Retrieval-Augmented Generation for LLMs: Techniques, Trends, and Applications
Published: 22 April 2024
2024, 7 (2): 561
Open Access
Call for Papers Special Issue on Data-Driven Spatial and Temporal Anomaly Detection
Published: 22 April 2024
2024, 7 (2): 562
Open Access
Call for Papers Special Issue on AI-Enhanced Big Data Governance
Published: 22 April 2024
2024, 7 (2): 563