Big Data Mining and Analytics

ISSN 2096-0654 e-ISSN 2097-406X CN 10-1514/G2
Editors-in-Chief: Yi Pan, Weimin Zheng
Open Access
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Latest Issue
Volume 7
Issue 2, June 2024
pp.247-563 19 articles
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: 25 | Views: 42 | PDF (70.8 KB)
Open Access
Predicting Energy Consumption Using Stacked LSTM Snapshot Ensemble
https://doi.org/10.26599/BDMA.2023.9020030
Published: 22 April 2024
2024, 7 (2): 247-270
Downloads: 81 | Views: 253 | PDF (4.7 MB)
Open Access
AI/ML Enabled Automation System for Software Defined Disaggregated Open Radio Access Networks: Transforming Telecommunication Business
https://doi.org/10.26599/BDMA.2023.9020033
Published: 22 April 2024
2024, 7 (2): 271-293
Downloads: 53 | Views: 199 | PDF (4 MB)
Open Access
Enhancing Telemarketing Success Using Ensemble-Based Online Machine Learning
https://doi.org/10.26599/BDMA.2023.9020041
Published: 22 April 2024
2024, 7 (2): 294-314
Downloads: 40 | Views: 173 | 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
https://doi.org/10.26599/BDMA.2023.9020014
Published: 22 April 2024
2024, 7 (2): 315-339
Downloads: 33 | Views: 103 | PDF (7.6 MB)
Open Access
ROBO-SPOT: Detecting Robocalls by Understanding User Engagement and Connectivity Graph
https://doi.org/10.26599/BDMA.2023.9020020
Published: 22 April 2024
2024, 7 (2): 340-356
Downloads: 232 | Views: 617 | PDF (1.5 MB)
Open Access
A Novel Recommendation Algorithm Integrates Resource Allocation and Resource Transfer in Weighted Bipartite Network
https://doi.org/10.26599/BDMA.2023.9020029
Published: 22 April 2024
2024, 7 (2): 357-370
Downloads: 27 | Views: 96 | PDF (2.6 MB)
Open Access
Data Temperature Informed Streaming for Optimising Large-Scale Multi-Tiered Storage
https://doi.org/10.26599/BDMA.2023.9020039
Published: 22 April 2024
2024, 7 (2): 371-398
Downloads: 18 | Views: 80 | 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
https://doi.org/10.26599/BDMA.2023.9020022
Published: 22 April 2024
2024, 7 (2): 399-418
Downloads: 28 | Views: 83 | PDF (3 MB)
Open Access
E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review
https://doi.org/10.26599/BDMA.2023.9020023
Published: 22 April 2024
2024, 7 (2): 419-444
Downloads: 438 | Views: 1063 | 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
https://doi.org/10.26599/BDMA.2023.9020024
Published: 22 April 2024
2024, 7 (2): 445-484
Downloads: 43 | Views: 224 | PDF (7.1 MB)
Open Access
Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers
https://doi.org/10.26599/BDMA.2023.9020025
Published: 22 April 2024
2024, 7 (2): 485-499
Downloads: 165 | Views: 466 | PDF (8.4 MB)
Open Access
An Adaptive Scalable Data Pipeline for Multiclass Attack Classification in Large-Scale IoT Networks
https://doi.org/10.26599/BDMA.2023.9020027
Published: 22 April 2024
2024, 7 (2): 500-511
Downloads: 14 | Views: 60 | PDF (1.3 MB)
Open Access
Improved Quantile Convolutional and Recurrent Neural Networks for Electric Vehicle Battery Temperature Prediction
https://doi.org/10.26599/BDMA.2023.9020028
Published: 22 April 2024
2024, 7 (2): 512-530
Downloads: 25 | Views: 76 | PDF (1.9 MB)
Open Access
Unstructured Big Data Threat Intelligence Parallel Mining Algorithm
https://doi.org/10.26599/BDMA.2023.9020032
Published: 22 April 2024
2024, 7 (2): 531-546
Downloads: 273 | Views: 656 | PDF (12.6 MB)
Open Access
KeyEE: Enhancing Low-Resource Generative Event Extraction with Auxiliary Keyword Sub-Prompt
https://doi.org/10.26599/BDMA.2023.9020036
Published: 22 April 2024
2024, 7 (2): 547-560
Downloads: 20 | Views: 94 | PDF (1,020.3 KB)
Call for Papers
Open Access
Call for Papers Special Issue on Challenges and Opportunities in Retrieval-Augmented Generation for LLMs: Techniques, Trends, and Applications
https://doi.org/10.26599/BDMA.2024.9020014
Published: 22 April 2024
2024, 7 (2): 561
Downloads: 22 | Views: 78 | PDF (50.2 KB)
Open Access
Call for Papers Special Issue on Data-Driven Spatial and Temporal Anomaly Detection
https://doi.org/10.26599/BDMA.2024.9020016
Published: 22 April 2024
2024, 7 (2): 562
Downloads: 7 | Views: 28 | PDF (51.9 KB)
Open Access
Call for Papers Special Issue on AI-Enhanced Big Data Governance
https://doi.org/10.26599/BDMA.2024.9020017
Published: 22 April 2024
2024, 7 (2): 563
Downloads: 22 | Views: 62 | PDF (51 KB)