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 7
Issue 1, March 2024
pp.1-245 17 articles
Special Section on Big Data Analytics in Industrial IoT
Open Access
Multi-Scale Feature Fusion Model for Bridge Appearance Defect Detection
https://doi.org/10.26599/BDMA.2022.9020048
Published: 25 December 2023
2024, 7 (1): 1-11
Downloads: 495 | Views: 1472 | PDF (2.6 MB)
Open Access
QAR Data Imputation Using Generative Adversarial Network with Self-Attention Mechanism
https://doi.org/10.26599/BDMA.2023.9020001
Published: 25 December 2023
2024, 7 (1): 12-28
Downloads: 100 | Views: 479 | PDF (4.5 MB)
Open Access
IoTDQ: An Industrial IoT Data Analysis Library for Apache IoTDB
https://doi.org/10.26599/BDMA.2023.9020010
Published: 25 December 2023
2024, 7 (1): 29-41
Downloads: 79 | Views: 428 | PDF (1.7 MB)
Regular Articles
Open Access
Cell Consistency Evaluation Method Based on Multiple Unsupervised Learning Algorithms
https://doi.org/10.26599/BDMA.2023.9010003
Published: 25 December 2023
2024, 7 (1): 42-54
Downloads: 76 | Views: 338 | PDF (2.6 MB)
Open Access
Discriminatively Constrained Semi-Supervised Multi-View Nonnegative Matrix Factorization with Graph Regularization
https://doi.org/10.26599/BDMA.2023.9020004
Published: 25 December 2023
2024, 7 (1): 55-74
Downloads: 66 | Views: 354 | PDF (4.4 MB)
Open Access
Gender-Based Analysis of User Reactions to Facebook Posts
https://doi.org/10.26599/BDMA.2023.9020005
Published: 25 December 2023
2024, 7 (1): 75-86
Downloads: 57 | Views: 292 | PDF (5.3 MB)
Open Access
Incremental Data Stream Classification with Adaptive Multi-Task Multi-View Learning
https://doi.org/10.26599/BDMA.2023.9020006
Published: 25 December 2023
2024, 7 (1): 87-106
Downloads: 108 | Views: 338 | PDF (2.4 MB)
Open Access
Identification of Proteins and Genes Associated with Hedgehog Signaling Pathway Involved in Neoplasm Formation Using Text-Mining Approach
https://doi.org/10.26599/BDMA.2023.9020007
Published: 25 December 2023
2024, 7 (1): 107-130
Downloads: 65 | Views: 430 | PDF (13.6 MB)
Open Access
Multi-Smart Meter Data Encryption Scheme Basedon Distributed Differential Privacy
https://doi.org/10.26599/BDMA.2023.9020008
Published: 25 December 2023
2024, 7 (1): 131-141
Downloads: 81 | Views: 395 | PDF (5 MB)
Open Access
Molecular Generation and Optimization of Molecular Properties Using a Transformer Model
https://doi.org/10.26599/BDMA.2023.9020009
Published: 25 December 2023
2024, 7 (1): 142-155
Downloads: 111 | Views: 493 | PDF (2.9 MB)
Open Access
Building a High-Performance Graph Storage on Top of Tree-Structured Key-Value Stores
https://doi.org/10.26599/BDMA.2023.9020015
Published: 25 December 2023
2024, 7 (1): 156-170
Downloads: 112 | Views: 969 | PDF (2.7 MB)
Open Access
PURP: A Scalable System for Predicting Short-Term Urban TrafficFlow Based on License Plate Recognition Data
https://doi.org/10.26599/BDMA.2023.9020017
Published: 25 December 2023
2024, 7 (1): 171-187
Downloads: 51 | Views: 328 | PDF (2.2 MB)
Open Access
Attention-Based CNN Fusion Model for Emotion Recognition During Walking Using Discrete Wavelet Transform on EEG and Inertial Signals
https://doi.org/10.26599/BDMA.2023.9020018
Published: 25 December 2023
2024, 7 (1): 188-204
Downloads: 61 | Views: 356 | PDF (10.1 MB)
Open Access
Limits of Depth: Over-Smoothing and Over-Squashing in GNNs
https://doi.org/10.26599/BDMA.2023.9020019
Published: 25 December 2023
2024, 7 (1): 205-216
Downloads: 85 | Views: 479 | PDF (8.7 MB)
Open Access
A Survey on Event Tracking in Social Media Data Streams
https://doi.org/10.26599/BDMA.2023.9020021
Published: 25 December 2023
2024, 7 (1): 217-243
Downloads: 75 | Views: 346 | PDF (2 MB)
Call for Papers
Open Access
Call for Papers Special Issue on Challenges and Opportunities in Biomedical Big Data Analysis: From Large Language Models to Clinical Applications
https://doi.org/10.26599/BDMA.2023.9020026
Published: 25 December 2023
2024, 7 (1): 244
Downloads: 64 | Views: 282 | PDF (50.9 KB)
Open Access
Call for Papers Special Issue on Big Data Computing for Cyber Physical Social Intelligence
https://doi.org/10.26599/BDMA.2023.9020031
Published: 25 December 2023
2024, 7 (1): 245
Downloads: 36 | Views: 177 | PDF (50.2 KB)