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

Contents(PDF)

Special Section on Big Data Analytics in Industrial IoT

Open Access

Multi-Scale Feature Fusion Model for Bridge Appearance Defect Detection

Rong Pang, Yan Yang, Aiguo Huang, [...], Yan Liu, Peng Zhang, Guangwu Tang << Fewer

https://doi.org/10.26599/BDMA.2022.9020048

Published: 25 December 2023

2024, 7 (1): 1-11

Downloads: 474 | Views: 1341 |

PDF (2.6 MB)

Open Access

QAR Data Imputation Using Generative Adversarial Network with Self-Attention Mechanism

Jingqi Zhao, Chuitian Rong, Xin Dang, Huabo Sun

https://doi.org/10.26599/BDMA.2023.9020001

Published: 25 December 2023

2024, 7 (1): 12-28

Downloads: 80 | Views: 408 |

PDF (4.5 MB)

Open Access

IoTDQ: An Industrial IoT Data Analysis Library for Apache IoTDB

Pengyu Chen, Wendi He, Wenxuan Ma, [...], Xiangdong Huang, Chen Wang << Fewer

https://doi.org/10.26599/BDMA.2023.9020010

Published: 25 December 2023

2024, 7 (1): 29-41

Downloads: 50 | Views: 321 |

PDF (1.7 MB)

Regular Articles

Open Access

Cell Consistency Evaluation Method Based on Multiple Unsupervised Learning Algorithms

Jiang Chang, Xianglong Gu, Jieyun Wu, Debu Zhang

https://doi.org/10.26599/BDMA.2023.9010003

Published: 25 December 2023

2024, 7 (1): 42-54

Downloads: 55 | Views: 284 |

PDF (2.6 MB)

Open Access

Discriminatively Constrained Semi-Supervised Multi-View Nonnegative Matrix Factorization with Graph Regularization

Guosheng Cui, Ye Li, Jianzhong Li, Jianping Fan

https://doi.org/10.26599/BDMA.2023.9020004

Published: 25 December 2023

2024, 7 (1): 55-74

Downloads: 51 | Views: 286 |

PDF (4.4 MB)

Open Access

Gender-Based Analysis of User Reactions to Facebook Posts

Yassine El Moudene, Jaafar Idrais, Rida El Abassi, Abderrahim Sabour

https://doi.org/10.26599/BDMA.2023.9020005

Published: 25 December 2023

2024, 7 (1): 75-86

Downloads: 41 | Views: 243 |

PDF (5.3 MB)

Open Access

Incremental Data Stream Classification with Adaptive Multi-Task Multi-View Learning

Jun Wang, Maiwang Shi, Xiao Zhang, [...], Yan Li, Yunsheng Yuan, Chenglei Yang, Dongxiao Yu << Fewer

https://doi.org/10.26599/BDMA.2023.9020006

Published: 25 December 2023

2024, 7 (1): 87-106

Downloads: 80 | Views: 271 |

PDF (2.4 MB)

Open Access

Identification of Proteins and Genes Associated with Hedgehog Signaling Pathway Involved in Neoplasm Formation Using Text-Mining Approach

Nadezhda Yu. Biziukova, Sergey M. Ivanov, Olga A. Tarasova

https://doi.org/10.26599/BDMA.2023.9020007

Published: 25 December 2023

2024, 7 (1): 107-130

Downloads: 50 | Views: 304 |

PDF (13.6 MB)

Open Access

Multi-Smart Meter Data Encryption Scheme Basedon Distributed Differential Privacy

Renwu Yan, Yang Zheng, Ning Yu, Cen Liang

https://doi.org/10.26599/BDMA.2023.9020008

Published: 25 December 2023

2024, 7 (1): 131-141

Downloads: 64 | Views: 292 |

PDF (5 MB)

Open Access

Molecular Generation and Optimization of Molecular Properties Using a Transformer Model

Zhongyin Xu, Xiujuan Lei, Mei Ma, Yi Pan

https://doi.org/10.26599/BDMA.2023.9020009

Published: 25 December 2023

2024, 7 (1): 142-155

Downloads: 88 | Views: 360 |

PDF (2.9 MB)

Open Access

Building a High-Performance Graph Storage on Top of Tree-Structured Key-Value Stores

Heng Lin, Zhiyong Wang, Shipeng Qi, [...], Xiaowei Zhu, Chuntao Hong, Wenguang Chen, Yingwei Luo << Fewer

https://doi.org/10.26599/BDMA.2023.9020015

Published: 25 December 2023

2024, 7 (1): 156-170

Downloads: 85 | Views: 870 |

PDF (2.7 MB)

Open Access

PURP: A Scalable System for Predicting Short-Term Urban TrafficFlow Based on License Plate Recognition Data

Shan Zhang, Qinkai Jiang, Hao Li, [...], Bin Cao, Jing Fan << Fewer

https://doi.org/10.26599/BDMA.2023.9020017

Published: 25 December 2023

2024, 7 (1): 171-187

Downloads: 37 | Views: 263 |

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

Yan Zhao, Ming Guo, Xiangyong Chen, [...], Jianqiang Sun, Jianlong Qiu << Fewer

https://doi.org/10.26599/BDMA.2023.9020018

Published: 25 December 2023

2024, 7 (1): 188-204

Downloads: 46 | Views: 304 |

PDF (10.1 MB)

Open Access

Limits of Depth: Over-Smoothing and Over-Squashing in GNNs

Aafaq Mohi ud din, Shaima Qureshi

https://doi.org/10.26599/BDMA.2023.9020019

Published: 25 December 2023

2024, 7 (1): 205-216

Downloads: 59 | Views: 362 |

PDF (8.7 MB)

Open Access

A Survey on Event Tracking in Social Media Data Streams

Zixuan Han, Leilei Shi, Lu Liu, [...], Liang Jiang, Jiawei Fang, Fanyuan Lin, Jinjuan Zhang, John Panneerselvam, Nick Antonopoulos << Fewer

https://doi.org/10.26599/BDMA.2023.9020021

Published: 25 December 2023

2024, 7 (1): 217-243

Downloads: 55 | Views: 263 |

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: 49 | Views: 256 |

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: 23 | Views: 152 |

PDF (50.2 KB)