Big Data Mining and Analytics Open Access Editors-in-Chief: Yi Pan, Weimin Zheng
Home Big Data Mining and Analytics All Issues Volume 8 Issue 3
Volume 8 Issue 3, May 2025
Cover
Cover
Contents(PDF)
PP. 519-766
|
15 articles
Previous Issue
|
Next Issue
Special Section on Intelligent Network Video Advances Based on Transformers
Open Access
Editorial: Special Section on Intelligent Network Video Advances Based on Transformers
Lin Yuanbo Wu, Bo Li, Huibing Wang, [...], Chunhua Shen, Benjamin Mora, Chen Chen, Xianghua Xie << Fewer
Published: 04 April 2025
2025, 8(3): 519
Open Access
ETV-MVS: Robust Visibility-Aware Multi-View Stereo with Epipolar Line-Based Transformer
Shaoqian Wang, Xiaokun Ding, Yuxin Mao, Yuchao Dai
Published: 04 April 2025
2025, 8(3): 520-533
Open Access
SVMFN-FSAR: Semantic-Guided Video Multimodal Fusion Network for Few-Shot Action Recognition
Ran Wei, Rui Yan, Hongyu Qu, [...], Xing Li, Qiaolin Ye, Liyong Fu << Fewer
Published: 04 April 2025
2025, 8(3): 534-550
Open Access
Spatial-Temporal Sequence Attention Based Efficient Transformer for Video Snow Removal
Tao Gao, Qianxi Zhang, Ting Chen, Yuanbo Wen
Published: 04 April 2025
2025, 8(3): 551-562
Open Access
MFD-KD: Multi-Scale Frequency-Driven Knowledge Distillation
Tao Dai, Rongliang Huang, Hang Guo, [...], Jinbao Wang, Bo Li, Zexuan Zhu << Fewer
Published: 04 April 2025
2025, 8(3): 563-574
Regular Articles
Open Access
Towards Efficient Serverless MapReduce Computing on Cloud-Native Platforms
Xu Huang, Rong Gu, Yihua Huang
Published: 04 April 2025
2025, 8(3): 575-591
Open Access
Resource Time Series Analysis and Forecasting in Large-Scale Virtual Clusters
Yue Lin, Jiamin Wen, Xudong Zhang, [...], Yan Liang, Jianjiang Li << Fewer
Published: 04 April 2025
2025, 8(3): 592-605
Open Access
Parameter Disentanglement for Diverse Representations
Jingxu Wang, Jingda Guo, Ruili Wang, [...], Zhao Zhang, Liyong Fu, Qiaolin Ye << Fewer
Published: 04 April 2025
2025, 8(3): 606-623
Open Access
Text Classification Techniques: A Holistic Review, Observational Analysis, and Experimental Investigation
Kamal Taha, Paul D. Yoo, Chan Yeun, Aya Taha
Published: 04 April 2025
2025, 8(3): 624-660
Open Access
Joint Adaptive Resolution Selection and Conditional Early Exiting for Efficient Video Recognition on Edge Devices
Qingli Wang, Chengwu Yu, Shan Chen, [...], Weiwei Fang, Naixue Xiong << Fewer
Published: 04 April 2025
2025, 8(3): 661-677
Open Access
Predicting the Imbalanced Impact of Drugs on Microbial Abundance Using Multi-View Learning and Data Augmentation
Bei Zhu, Haoyang Yu, Bingxue Du, [...], Hui Yu, Jianyu Shi << Fewer
Published: 04 April 2025
2025, 8(3): 678-693
Open Access
Disentangling Reasoning Factors for Natural Language Inference
Xixi Zhou, Limin Zeng, Ziping Zhao, [...], Jiajun Bu, Wenjie Liang, Haishuai Wang << Fewer
Published: 04 April 2025
2025, 8(3): 694-711
Open Access
Data-Driven Dynamic Graph Convolution Transformer Network Model for EEG Emotion Recognition Under IoMT Environment
Xing Jin, Fa Zhu, Yu Shen, [...], Gwanggil Jeon, David Camacho << Fewer
Published: 04 April 2025
2025, 8(3): 712-725
Open Access
A Survey of Zero-Shot Object Detection
Weipeng Cao, Xuyang Yao, Zhiwu Xu, [...], Ye Liu, Yinghui Pan, Zhong Ming << Fewer
Published: 04 April 2025
2025, 8(3): 726-750
Open Access
IDBR: Interaction-Aware Dual-Granularity Learning for Bundle Recommendation
Jinqing Wang, Yuan Cao, Fan Zhang, [...], Feifei Kou, Kaimin Wei, Jinghui Zhang, Jinpeng Chen << Fewer
Published: 04 April 2025
2025, 8(3): 751-766