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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Volume 6
Issue 4, December 2023
pp.391-526 12 articles
Contents(PDF)
Special Section on Privacy-Preserving Data Mining for Artificial Intelligence of Things
Open Access
Editorial
Youyang Qu, Pierangela Samarati, Abderrahim Benslimane, Shui Yu
https://doi.org/10.26599/BDMA.2023.9020016
Published: 29 August 2023
2023, 6 (4): i-ii
Downloads: 25 | Views: 193 | PDF (76 KB)
Open Access
VDCM: A Data Collection Mechanism for Crowd Sensing in Vehicular Ad Hoc Networks
Juli Yin, Linfeng Wei, Zhiquan Liu, [...], Xi Yang, Hongliang Sun, Yudan Cheng, Jianbin Mai << Fewer
https://doi.org/10.26599/BDMA.2022.9020041
Published: 29 August 2023
2023, 6 (4): 391-403
Downloads: 61 | Views: 325 | PDF (4.5 MB)
Open Access
Elastic Optimization for Stragglers in Edge Federated Learning
Khadija Sultana, Khandakar Ahmed, Bruce Gu, Hua Wang
https://doi.org/10.26599/BDMA.2022.9020046
Published: 29 August 2023
2023, 6 (4): 404-420
Downloads: 257 | Views: 854 | PDF (2.3 MB)
Open Access
Personalized Federated Learning for Heterogeneous Residential Load Forecasting
Xiaodong Qu, Chengcheng Guan, Gang Xie, [...], Zhiyi Tian, Keshav Sood, Chaoli Sun, Lei Cui << Fewer
https://doi.org/10.26599/BDMA.2022.9020043
Published: 29 August 2023
2023, 6 (4): 421-432
Downloads: 272 | Views: 1080 | PDF (385.2 KB)
Open Access
K-Means Clustering with Local Distance Privacy
Mengmeng Yang, Longxia Huang, Chenghua Tang
https://doi.org/10.26599/BDMA.2022.9020050
Published: 29 August 2023
2023, 6 (4): 433-442
Downloads: 302 | Views: 791 | PDF (1.3 MB)
Open Access
Towards Privacy-Aware and Trustworthy Data Sharing Using Blockchain for Edge Intelligence
Youyang Qu, Lichuan Ma, Wenjie Ye, [...], Xuemeng Zhai, Shui Yu, Yunfeng Li, David Smith << Fewer
https://doi.org/10.26599/BDMA.2023.9020012
Published: 29 August 2023
2023, 6 (4): 443-464
Downloads: 31 | Views: 278 | PDF (3.3 MB)
Special Section on AI-Enabled Internet of Medical Things for Medical Data Analytics
Open Access
Replication-Based Query Management for Resource Allocation Using Hadoop and MapReduce over Big Data
Ankit Kumar, Neeraj Varshney, Surbhi Bhatiya, Kamred Udham Singh
https://doi.org/10.26599/BDMA.2022.9020026
Published: 29 August 2023
2023, 6 (4): 465-477
Downloads: 34 | Views: 268 | PDF (3.2 MB)
Open Access
AI-Based Hybrid Models for Predicting Loan Risk in the Banking Sector
Vikas Kumar, Shaiku Shahida Saheb, Preeti, [...], Atif Ghayas, Sunil Kumari, Jai Kishan Chandel, Saroj Kumar Pandey, Santosh Kumar << Fewer
https://doi.org/10.26599/BDMA.2022.9020037
Published: 29 August 2023
2023, 6 (4): 478-490
Downloads: 53 | Views: 293 | PDF (5.9 MB)
Open Access
A PLS-SEM Based Approach: Analyzing Generation Z Purchase Intention Through Facebook’s Big Data
Vikas Kumar, Preeti, Shaiku Shahida Saheb, [...], Sunil Kumari, Kanishka Pathak, Jai Kishan Chandel, Neeraj Varshney, Ankit Kumar << Fewer
https://doi.org/10.26599/BDMA.2022.9020033
Published: 29 August 2023
2023, 6 (4): 491-503
Downloads: 450 | Views: 973 | PDF (4.6 MB)
Open Access
Diagnosis and Detection of Alzheimer’s Disease Using Learning Algorithm
Gargi Pant Shukla, Santosh Kumar, Saroj Kumar Pandey, [...], Rohit Agarwal, Neeraj Varshney, Ankit Kumar << Fewer
https://doi.org/10.26599/BDMA.2022.9020049
Published: 29 August 2023
2023, 6 (4): 504-512
Downloads: 88 | Views: 321 | PDF (3 MB)
Open Access
A Clinical Data Analysis Based Diagnostic Systems for Heart Disease Prediction Using Ensemble Method
Ankit Kumar, Kamred Udham Singh, Manish Kumar
https://doi.org/10.26599/BDMA.2022.9020052
Published: 29 August 2023
2023, 6 (4): 513-525
Downloads: 76 | Views: 321 | PDF (4.2 MB)
Open Access
Call for Papers—Special Issue on Edge AI Empowered Giant Model Training
Dongxiao Yu, Xu Chen, Zhipeng Cai
https://doi.org/10.26599/BDMA.2023.9020011
Published: 29 August 2023
2023, 6 (4): 526
Downloads: 43 | Views: 219 | PDF (50.4 KB)
Total contents(PDF)