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Deep Learning on Graphs: A Survey
Zhang, Ziwei, Cui, Peng, Zhu, Wenwu
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
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A Comprehensive Survey on Graph Anomaly Detection With Deep Learning
Ma, Xiaoxiao, Wu, Jia, Xue, Shan, Yang, Jian, Zhou, Chuan, Sheng, Quan Z., Xiong, Hui, Akoglu, Leman
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
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Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting
Guo, Shengnan, Lin, Youfang, Wan, Huaiyu, Li, Xiucheng, Cong, Gao
Published in IEEE transactions on knowledge and data engineering (01.11.2022)
Published in IEEE transactions on knowledge and data engineering (01.11.2022)
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A Survey on Knowledge Graph-Based Recommender Systems
Guo, Qingyu, Zhuang, Fuzhen, Qin, Chuan, Zhu, Hengshu, Xie, Xing, Xiong, Hui, He, Qing
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
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A Survey on Deep Learning for Named Entity Recognition
Li, Jing, Sun, Aixin, Han, Jianglei, Li, Chenliang
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
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Deep Learning for Spatio-Temporal Data Mining: A Survey
Wang, Senzhang, Cao, Jiannong, Yu, Philip
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
Published in IEEE transactions on knowledge and data engineering (01.08.2022)
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Graph Self-Supervised Learning: A Survey
Liu, Yixin, Jin, Ming, Pan, Shirui, Zhou, Chuan, Zheng, Yu, Xia, Feng, Yu, Philip S.
Published in IEEE transactions on knowledge and data engineering (01.06.2023)
Published in IEEE transactions on knowledge and data engineering (01.06.2023)
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Deep Isolation Forest for Anomaly Detection
Xu, Hongzuo, Pang, Guansong, Wang, Yijie, Wang, Yongjun
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
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Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
von Rueden, Laura, Mayer, Sebastian, Beckh, Katharina, Georgiev, Bogdan, Giesselbach, Sven, Heese, Raoul, Kirsch, Birgit, Pfrommer, Julius, Pick, Annika, Ramamurthy, Rajkumar, Walczak, Michal, Garcke, Jochen, Bauckhage, Christian, Schuecker, Jannis
Published in IEEE transactions on knowledge and data engineering (01.01.2023)
Published in IEEE transactions on knowledge and data engineering (01.01.2023)
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Learning under Concept Drift: A Review
Lu, Jie, Liu, Anjin, Dong, Fan, Gu, Feng, Gama, Joao, Zhang, Guangquan
Published in IEEE transactions on knowledge and data engineering (01.12.2019)
Published in IEEE transactions on knowledge and data engineering (01.12.2019)
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A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective
Roh, Yuji, Heo, Geon, Whang, Steven Euijong
Published in IEEE transactions on knowledge and data engineering (01.04.2021)
Published in IEEE transactions on knowledge and data engineering (01.04.2021)
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Vertical Federated Learning: Concepts, Advances, and Challenges
Liu, Yang, Kang, Yan, Zou, Tianyuan, Pu, Yanhong, He, Yuanqin, Ye, Xiaozhou, Ouyang, Ye, Zhang, Ya-Qin, Yang, Qiang
Published in IEEE transactions on knowledge and data engineering (01.07.2024)
Published in IEEE transactions on knowledge and data engineering (01.07.2024)
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ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions
Li, Zheng, Zhao, Yue, Hu, Xiyang, Botta, Nicola, Ionescu, Cezar, Chen, George H.
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
Published in IEEE transactions on knowledge and data engineering (01.12.2023)
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A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges
Tedjopurnomo, David Alexander, Bao, Zhifeng, Zheng, Baihua, Choudhury, Farhana Murtaza, Qin, A. K.
Published in IEEE transactions on knowledge and data engineering (01.04.2022)
Published in IEEE transactions on knowledge and data engineering (01.04.2022)
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A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges
Zhang, Wenxuan, Li, Xin, Deng, Yang, Bing, Lidong, Lam, Wai
Published in IEEE transactions on knowledge and data engineering (01.11.2023)
Published in IEEE transactions on knowledge and data engineering (01.11.2023)
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GMC: Graph-Based Multi-View Clustering
Wang, Hao, Yang, Yan, Liu, Bing
Published in IEEE transactions on knowledge and data engineering (01.06.2020)
Published in IEEE transactions on knowledge and data engineering (01.06.2020)
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A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications
HongYun Cai, Zheng, Vincent W., Chang, Kevin Chen-Chuan
Published in IEEE transactions on knowledge and data engineering (01.09.2018)
Published in IEEE transactions on knowledge and data engineering (01.09.2018)
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Reliable Accuracy Estimates from k-Fold Cross Validation
Wong, Tzu-Tsung, Yeh, Po-Yang
Published in IEEE transactions on knowledge and data engineering (01.08.2020)
Published in IEEE transactions on knowledge and data engineering (01.08.2020)
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