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ORCIDBig Data Mining and Analytics, Volume 8
Volume 8, Number 1, 2025
- Zongduo Liu, Yan Huang, Jian Wang, Genji Yuan, Junjie Pang:
Multiscale Information Fusion Based on Large Model Inspired Bacterial Detection. 1-17 - Wenying Guo, Shengdong Du, Jie Hu, Fei Teng, Yan Yang, Tianrui Li:
RP-KGC: A Knowledge Graph Completion Model Integrating Rule-Based Knowledge for Pretraining and Inference. 18-30 - Zhenzhen Mai, Wenjun Wang, Xueli Liu, Xiaoyang Feng, Jun Wang, Wenzhi Fu:
A Reinforcement Learning Approach for Graph Rule Learning. 31-44 - Caiyang Yu, Xianggen Liu, Yifan Wang, Yun Liu, Wentao Feng
, Xiong Deng, Chenwei Tang, Jiancheng Lv:
GPT-NAS: Neural Architecture Search Meets Generative Pre-Trained Transformer Model. 45-64 - Mengmeng Cui, Chen Zeng, Xiaolong Xu, Muhammad Bilal, Xiaoyu Xia:
MW-UNet: Multi-Scale Weighted Connection UNet for Identification and Classification of Non-Meteorological Clutter over Big Radar Data. 65-77 - Alessia Galdeman, Matteo Zignani, Sabrina Gaito:
Graph Evolution Rules Meet Communities: Assessing Global and Local Patterns in the Evolution of Dynamic Networks. 78-102 - Fan Zhang, Luyao Wang, Xinhong Zhang:
Desensitized Financial Data Generation Based on Generative Adversarial Network and Differential Privacy. 103-117 - Junxiao Xue, Jie Wang, Xiaozhen Liu, Qian Zhang, Xuecheng Wu:
Affective Video Content Analysis: Decade Review and New Perspectives. 118-144 - Juan Zhao, Lili Kong, Jiancheng Lv:
An Overview of Deep Neural Networks for Few-Shot Learning. 145-188 - Jianping Yu, Hang Yao, Kai Ouyang, Xiaojun Cao, Lianming Zhang:
BPS-FL: Blockchain-Based Privacy-Preserving and Secure Federated Learning. 189-213 - Jiyang Yu, Hangjun Che, Man-Fai Leung, Cheng Liu, Wenhui Wu, Zheng Yan:
Robust Non-Negative Matrix Tri-Factorization with Dual Hyper-Graph Regularization. 214-232 - Xiaoyu Wang, Xiang Ao, Fuwei Zhang, Zhao Zhang, Qing He:
Knowledge Error Detection via Textual and Structural Joint Learning. 233-240 - Huiyu Min, Jiuxin Cao, Tao Zhou, Qing Meng:
IPSA: A Multi-View Perception Model for Information Propagation in Online Social Networks. 241-256 - Xiechao Guo, Dandan Song, Fang Yang:
Enhanced Attention-Driven Dynamic Graph Convolutional Network for Extracting Drug-Drug Interaction. 257-271
Volume 8, Number 2, 2025
- Zaigang Gong, Siyu Chen, Qiangsheng Dai, Ying Feng, Jiawei Wang, Jinghui Zhang:
SCoAMPS: Semi-Supervised Graph Contrastive Learning Based on Associative Memory Network and Pseudo-Label Similarity. 273-291 - Zhigeng Han, Ting Zhou, Geng Chen, Jian Chen, Chunshuo Fu:
A Robust Rating Prediction Model for Recommendation Systems Based on Fake User Detection and Multi-Layer Feature Fusion. 292-309 - Zhiyun Zheng, Qilong Yuan, Huaizhu Zhang, Yizhou Wang, Junfeng Wang:
Lightweight Multiscale Spatio-Temporal Graph Convolutional Network for Skeleton-Based Action Recognition. 310-325 - XueTao Jiang, YuChun Gou, Meiyu Jiang, Lihui Luo, Qingguo Zhou:
Photovoltaic Power Forecasting with Weather Conditioned Attention Mechanism. 326-345 - Bo Cheng, Jia Zhu, Pasquale De Meo:
Dual Context Representation Learning Framework for Entity Alignment. 346-363 - Jianhong Cheng, Hulin Kuang, Songhan Yang, Hailin Yue, Jin Liu, Jianxin Wang:
Segmentation-Guided Deep Learning for Glioma Survival Risk Prediction with Multimodal MRI. 364-382 - Xihang Meng, Xuemeng Zhai, Gaolei Fei, Sheng Wen, Guangmin Hu:
Census and Analysis of Higher-Order Interactions in Real-World Hypergraphs. 383-406 - Antonia Ivanda, Ljiljana Seric, Maja Braovic:
Exploring Applications of Convolutional Neural Networks in Analyzing Multispectral Satellite Imagery: A Systematic Review. 407-429 - Chuantao Li, Bruce Gu, Zhigang Zhao, Youyang Qu, Guomao Xin, Jidong Huo, Longxiang Gao:
Federated Transfer Learning for On-Device LLMs Efficient Fine Tuning Optimization. 430-446 - Ruichen Cong, Shoji Nishimura, Atsushi Ogihara, Qun Jin:
Exploratory and Interpretable Approach to Estimating Latent Health Risk Factors Without Using Domain Knowledge. 447-457 - Rufai Yusuf Zakari, Jim Wilson Owusu, Ke Qin, Tao He, Guangchun Luo:
Seeing and Reasoning: A Simple Deep Learning Approach to Visual Question Answering. 458-478 - Jingzhu Li, Zhe Yin, Xu Yang, Jianbin Jiao, Ye Ding:
Dynamic Knowledge Path Learning for Few-Shot Learning. 479-495 - Peng Wang, Wenpeng Lu, Chunlin Lu, Ruoxi Zhou, Min Li, Libo Qin:
Large Language Model for Medical Images: A Survey of Taxonomy, Systematic Review, and Future Trends. 496-517
Volume 8, Number 3, 2025
- Editorial: Special Section on Intelligent Network Video Advances Based on Transformers. 519
- Shaoqian Wang, Xiaokun Ding, Yuxin Mao, Yuchao Dai:
ETV-MVS: Robust Visibility-Aware Multi-View Stereo with Epipolar Line-Based Transformer. 520-533 - Ran Wei, Rui Yan, Hongyu Qu, Xing Li, Qiaolin Ye, Liyong Fu:
SVMFN-FSAR: Semantic-Guided Video Multimodal Fusion Network for Few-Shot Action Recognition. 534-550 - Tao Gao, Qianxi Zhang, Ting Chen, Yuanbo Wen:
Spatial-Temporal Sequence Attention Based Efficient Transformer for Video Snow Removal. 551-562 - Tao Dai, Rongliang Huang, Hang Guo, Jinbao Wang, Bo Li, Zexuan Zhu:
MFD-KD: Multi-Scale Frequency-Driven Knowledge Distillation. 563-574 - Xu Huang, Rong Gu, Yihua Huang:
Towards Efficient Serverless MapReduce Computing on Cloud-Native Platforms. 575-591 - Yue Lin, Jiamin Wen, Xudong Zhang, Yan Liang, Jianjiang Li:
Resource Time Series Analysis and Forecasting in Large-Scale Virtual Clusters. 592-605 - Jingxu Wang, Jingda Guo, Ruili Wang, Zhao Zhang, Liyong Fu, Qiaolin Ye:
Parameter Disentanglement for Diverse Representations. 606-623 - Kamal Taha, Paul D. Yoo, Chan Yeob Yeun, Aya Taha:
Text Classification Techniques: A Holistic Review, Observational Analysis, and Experimental Investigation. 624-660 - Qingli Wang, Chengwu Yu, Shan Chen, Weiwei Fang, Naixue Xiong:
Joint Adaptive Resolution Selection and Conditional Early Exiting for Efficient Video Recognition on Edge Devices. 661-677 - Bei Zhu, Haoyang Yu, Bingxue Du, Hui Yu, Jianyu Shi:
Predicting the Imbalanced Impact of Drugs on Microbial Abundance Using Multi-View Learning and Data Augmentation. 678-693 - Xixi Zhou, Limin Zeng, Ziping Zhao, Jiajun Bu, Wenjie Liang, Haishuai Wang:
Disentangling Reasoning Factors for Natural Language Inference. 694-711 - Xing Jin, Fa Zhu, Yu Shen, Gwanggil Jeon, David Camacho:
Data-Driven Dynamic Graph Convolution Transformer Network Model for EEG Emotion Recognition Under IoMT Environment. 712-725 - Weipeng Cao, Xuyang Yao, Zhiwu Xu, Ye Liu, Yinghui Pan, Zhong Ming:
A Survey of Zero-Shot Object Detection. 726-750 - Jinqing Wang, Yuan Cao, Fan Zhang, Feifei Kou, Kaimin Wei, Jinghui Zhang, Jinpeng Chen:
IDBR: Interaction-Aware Dual-Granularity Learning for Bundle Recommendation. 751-766
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