Big Data Mining and Analytics

ISSN 2096-0654 e-ISSN 2097-406X CN 10-1514/G2

Editors-in-Chief: Yi Pan, Weimin Zheng

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Volume 7

Issue 2, June 2024

pp.247-563 19 articles

Contents(PDF)

Special Section on Role & Impact of Advance Technologies AI, ML, and Big Data in Business and Society

Open Access

Editorial

https://doi.org/10.26599/BDMA.2023.9020034

Published: 22 April 2024

2024, 7 (2): i-ii

Downloads: 4 | Views: 5 |

PDF (70.8 KB)

Open Access

Predicting Energy Consumption Using Stacked LSTM Snapshot Ensemble

Mona Ahamd Alghamdi, Abdullah S. AL-Malaise AL-Ghamdi, Mahmoud Ragab

https://doi.org/10.26599/BDMA.2023.9020030

Published: 22 April 2024

2024, 7 (2): 247-270

Downloads: 4 | Views: 44 |

PDF (4.7 MB)

Open Access

AI/ML Enabled Automation System for Software Defined Disaggregated Open Radio Access Networks: Transforming Telecommunication Business

Sunil Kumar

https://doi.org/10.26599/BDMA.2023.9020033

Published: 22 April 2024

2024, 7 (2): 271-293

Downloads: 4 | Views: 37 |

PDF (4 MB)

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

https://doi.org/10.26599/BDMA.2023.9020041

Published: 22 April 2024

2024, 7 (2): 294-314

Downloads: 4 | Views: 36 |

PDF (1.1 MB)

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

https://doi.org/10.26599/BDMA.2023.9020014

Published: 22 April 2024

2024, 7 (2): 315-339

Downloads: 0 | Views: 6 |

PDF (7.6 MB)

Open Access

ROBO-SPOT: Detecting Robocalls by Understanding User Engagement and Connectivity Graph

Muhammad Ajmal Azad, Junaid Arshad, Farhan Riaz

https://doi.org/10.26599/BDMA.2023.9020020

Published: 22 April 2024

2024, 7 (2): 340-356

Downloads: 186 | Views: 435 |

PDF (1.5 MB)

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

https://doi.org/10.26599/BDMA.2023.9020029

Published: 22 April 2024

2024, 7 (2): 357-370

Downloads: 0 | Views: 0 |

PDF (2.6 MB)

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

https://doi.org/10.26599/BDMA.2023.9020039

Published: 22 April 2024

2024, 7 (2): 371-398

Downloads: 0 | Views: 1 |

PDF (8.2 MB)

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

https://doi.org/10.26599/BDMA.2023.9020022

Published: 22 April 2024

2024, 7 (2): 399-418

Downloads: 0 | Views: 0 |

PDF (3 MB)

Open Access

E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review

Abed Mutemi, Fernando Bacao

https://doi.org/10.26599/BDMA.2023.9020023

Published: 22 April 2024

2024, 7 (2): 419-444

Downloads: 316 | Views: 622 |

PDF (1.2 MB)

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

https://doi.org/10.26599/BDMA.2023.9020024

Published: 22 April 2024

2024, 7 (2): 445-484

Downloads: 0 | Views: 1 |

PDF (7.1 MB)

Open Access

Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers

Sohail Khan, Mohammad Nauman

https://doi.org/10.26599/BDMA.2023.9020025

Published: 22 April 2024

2024, 7 (2): 485-499

Downloads: 144 | Views: 367 |