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IEEE Transactions on Knowledge and Data Engineering, Volume 37
Volume 37, Number 1, January 2025
- Li Yuan, Yi Cai, Jingyun Xu, Qing Li, Tao Wang:
A Fine-Grained Network for Joint Multimodal Entity-Relation Extraction. 1-14 - Yanni Li, Bing Liu, Tihua Duan, Zhi Wang, Hui Li, Jiangtao Cui:
A Novel Key Point Based MLCS Algorithm for Big Sequences Mining. 15-28 - Yubo Peng, Xiong Li, Ke Gu, Jinjun Chen, Sajal K. Das, Xiaosong Zhang:
Achieving Efficient and Privacy-Preserving Reverse Skyline Query Over Single Cloud. 29-44 - Jintang Bian, Xiaohua Xie, Chang-Dong Wang, Lingxiao Yang, Jian-Huang Lai, Feiping Nie:
Angular Reconstructive Discrete Embedding With Fusion Similarity for Multi-View Clustering. 45-59 - Haoran Qian, Weiguo Zheng, Zhijie Zhang, Bo Fu:
Answering Min-Max Resource-Constrained Shortest Path Queries Over Large Graphs. 60-74 - Aditi Gupta, Adeiza James Onumanyi, Satyadev Ahlawat, Yamuna Prasad, Virendra Singh:
B-CAVE: A Robust Online Time Series Change Point Detection Algorithm Based on the Between-Class Average and Variance Evaluation Approach. 75-88 - Zhaoheng Huang, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen:
CAGS: Context-Aware Document Ranking With Contrastive Graph Sampling. 89-101 - Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou:
CausalFormer: An Interpretable Transformer for Temporal Causal Discovery. 102-115 - Yao Zhang, Yun Xiong, Yiheng Sun, Yucheng Jin, Caihua Shan, Tian Lu, Hui Song, Shengli Sun:
CauseRuDi: Explaining Behavior Sequence Models by Causal Statistics Generation and Rule Distillation. 116-129 - Xuhui Li, Zhen Fang, Yonggang Zhang, Ning Ma, Jiajun Bu, Bo Han, Haishuai Wang:
Characterizing Submanifold Region for Out-of-Distribution Detection. 130-147 - Xia Ji, Jiawei Sun, Jianhua Peng, Yue Pang, Peng Zhou:
Clustering Ensemble Based on Fuzzy Matrix Self-Enhancement. 148-161 - Jiahao Wu, Wenqi Fan, Jingfan Chen, Shengcai Liu, Qijiong Liu, Rui He, Qing Li, Ke Tang:
Condensing Pre-Augmented Recommendation Data via Lightweight Policy Gradient Estimation. 162-173 - Ruidong Wang, Liang Xi, Fengbin Zhang, Haoyi Fan, Xu Yu, Lei Liu, Shui Yu, Victor C. M. Leung:
Context Correlation Discrepancy Analysis for Graph Anomaly Detection. 174-187 - Xuejiao Yu, Yi Jiang, Guoqing Chao, Dianhui Chu:
Deep Contrastive Multi-View Subspace Clustering With Representation and Cluster Interactive Learning. 188-199 - Zhong Yuan, Peng Hu, Hongmei Chen, Yingke Chen, Qilin Li:
DFNO: Detecting Fuzzy Neighborhood Outliers. 200-209 - Yifan Zhu, Chengyang Luo, Tang Qian, Lu Chen, Yunjun Gao, Baihua Zheng:
DIMS: Distributed Index for Similarity Search in Metric Spaces. 210-225 - Jianting Chen, Ling Ding, Yunxiao Yang, Zaiyuan Di, Yang Xiang:
Domain Adversarial Active Learning for Domain Generalization Classification. 226-238 - Wei Huang, Yunxiao Zhang, Shangmin Guo, Yu-Ming Shang, Xiangling Fu:
DynImpt: A Dynamic Data Selection Method for Improving Model Training Efficiency. 239-252 - Yuxin Wang, Xiannian Hu, Quan Gan, Xuanjing Huang, Xipeng Qiu, David Wipf:
Efficient Link Prediction via GNN Layers Induced by Negative Sampling. 253-264 - Wen-Ji Zhou, Yuhang Zheng, Yinfu Feng, Yunan Ye, Rong Xiao, Long Chen, Xiaosong Yang, Jun Xiao:
ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior Modeling. 265-277 - Yang Cao, Shuo Shang, Jun Wang, Wei Zhang:
Explainable Session-Based Recommendation via Path Reasoning. 278-290 - Zezhi Shao, Fei Wang, Yongjun Xu, Wei Wei, Chengqing Yu, Zhao Zhang, Di Yao, Tao Sun, Guangyin Jin, Xin Cao, Gao Cong, Christian S. Jensen, Xueqi Cheng:
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis. 291-305 - Tengwei Song, Long Yin, Yang Liu, Long Liao, Jie Luo, Zhiqiang Xu:
Expressiveness Analysis and Enhancing Framework for Geometric Knowledge Graph Embedding Models. 306-318 - Hao Yu, Ke Liang, Dayu Hu, Wenxuan Tu, Chuan Ma, Sihang Zhou, Xinwang Liu:
GZOO: Black-Box Node Injection Attack on Graph Neural Networks via Zeroth-Order Optimization. 319-333 - Thanh Tam Nguyen, Thanh Toan Nguyen, Matthias Weidlich, Jun Jo, Quoc Viet Hung Nguyen, Hongzhi Yin, Alan Wee-Chung Liew:
Handling Low Homophily in Recommender Systems With Partitioned Graph Transformer. 334-350 - Yi Yang, John P. Lalor, Ahmed Abbasi, Daniel Dajun Zeng:
Hierarchical Deep Document Model. 351-364 - Dengsheng Wu, Huidong Wu, Jianping Li:
Hierarchy-Aware Adaptive Graph Neural Network. 365-378 - Wentao Wu:
Hybrid Cost Modeling for Reducing Query Performance Regression in Index Tuning. 379-391 - Xun Song, Jiaqi Zheng, Hao Qian, Shiju Zhao, Hongxuan Zhang, Xuntao Pan, Guihai Chen:
In Search of a Memory-Efficient Framework for Online Cardinality Estimation. 392-407 - Peng Fang, Zhenli Li, Arijit Khan, Siqiang Luo, Fang Wang, Zhan Shi, Dan Feng:
Information-Oriented Random Walks and Pipeline Optimization for Distributed Graph Embedding. 408-422 - Zhidan Liu, Yingqian Zhou, Xiaosi Liu, Haodi Zhang, Yabo Dong, Dongming Lu, Kaishun Wu:
Learning Road Network Index Structure for Efficient Map Matching. 423-437 - Dezheng Wang, Rongjie Liu, Congyan Chen, Shihua Li:
MPM: Multi Patterns Memory Model for Short-Term Time Series Forecasting. 438-448 - Yilun Liu, Ruihong Qiu, Yanran Tang, Hongzhi Yin, Zi Huang:
PUMA: Efficient Continual Graph Learning for Node Classification With Graph Condensation. 449-461 - Puning Zhang, Miao Fu, Rongjian Zhao, Hongbin Zhang, Changchun Luo:
PURE: Personality-Coupled Multi-Task Learning Framework for Aspect-Based Multimodal Sentiment Analysis. 462-477 - Guangjie Zeng, Hao Peng, Angsheng Li, Jia Wu, Chunyang Liu, Philip S. Yu:
Scalable Semi-Supervised Clustering via Structural Entropy With Different Constraints. 478-492 - Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian:
Survey and Benchmark of Anomaly Detection in Business Processes. 493-512 - Athanasios Koukosias, Christos Anagnostopoulos, Kostas Kolomvatsos:
Task-Aware Data Selectivity in Pervasive Edge Computing Environments. 513-525 - Fobo Shi, Duantengchuan Li, Xiaoguang Wang, Bing Li, Xindong Wu:
TGformer: A Graph Transformer Framework for Knowledge Graph Embedding. 526-541 - Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen, Yangyang Zhao, Yuxuan Zhang:
Y-Graph: A Max-Ascent-Angle Graph for Detecting Clusters. 542-556
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