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ORCIDIEEE Transactions on Big Data, Volume 10
Volume 10, Number 1, February 2024
- Xingyu Cao
, Xiangtao Zhang, Ce Zhu, Jiani Liu, Yipeng Liu:
TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition. 1-11 - Meng Wang, Yanhao Yang, David Bindel, Kun He:
Streaming Local Community Detection Through Approximate Conductance. 12-22 - Zihao Wang, Ming Jiang, Junli Wang:
PHAED: A Speaker-Aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-Turn Dialogue Generation. 23-34 - Han Wu, Guanqi Zhu, Qi Liu, Hengshu Zhu, Hao Wang, Hongke Zhao, Chuanren Liu, Enhong Chen, Hui Xiong:
A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction. 35-54 - Naiyao Liang, Zuyuan Yang, Junhang Chen, Zhenni Li, Shengli Xie:
Label-Weighted Graph-Based Learning for Semi-Supervised Classification Under Label Noise. 55-65 - Qingtian Zeng, Shuai Guo, Rui Cao, Ziqi Zhao, Hua Duan:
Legal Transition Sequence Recognition of a Bounded Petri Net Using a Gate Recurrent Unit. 66-76 - Jinghuan Lao, Dong Huang, Chang-Dong Wang, Jian-Huang Lai:
Towards Scalable Multi-View Clustering via Joint Learning of Many Bipartite Graphs. 77-91 - Wen Qin, Xin Luo, MengChu Zhou:
Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning. 92-107
Volume 10, Number 2, April 2024
- Changyong Yu, Tianmei Ren, Wenyu Li, Huimin Liu, Haitao Ma, Yuhai Zhao:
BL: An Efficient Index for Reachability Queries on Large Graphs. 108-121 - Wenrui Li, Xiaoyu Wang, Yuetian Sun, Snezana Milanovic, Mark A. Kon, Julio Enrique Castrillón-Candás:
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records. 122-131 - Li Li, Chuanqi Tao, Hongjing Guo, Jingxuan Zhang, Xiaobing Sun:
FATS: Feature Distribution Analysis-Based Test Selection for Deep Learning Enhancement. 132-145 - Yunguo Guan, Rongxing Lu, Songnian Zhang, Yandong Zheng, Jun Shao, Guiyi Wei:
Efficient and Privacy-Preserving Aggregate Query Over Public Property Graphs. 146-157 - Yongli Cheng, Yan Ma, Hong Jiang, Lingfang Zeng, Fang Wang, Xianghao Xu, Yuhang Wu:
TgStore: An Efficient Storage System for Large Time-Evolving Graphs. 158-173 - Huanghuang Liang, Zheng Zhang, Chuang Hu, Yili Gong, Dazhao Cheng:
A Survey on Spatio-Temporal Big Data Analytics Ecosystem: Resource Management, Processing Platform, and Applications. 174-193 - Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang:
Decentralized Federated Learning: A Survey on Security and Privacy. 194-213
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