📰 ACM Transactions on Knowledge Discovery from Data 2023 — papers

The works of ACM Transactions on Knowledge Discovery from Data published in 2023 that our library holds (publisher: Association for Computing Machinery): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. A Survey on Explainable Anomaly Detection ↗Zhong Li, Yuxuan Zhu, Matthijs van Leeuwen132 citations
2. ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data ↗Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan et al.76 citations
3. Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning ↗Xiao Luo, Wei Ju, Yiyang Gu et al.67 citations
4. A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization ↗Yandi Li, Haobo Gao, Yunxuan Gao et al.62 citations
5. StructCoder: Structure-Aware Transformer for Code Generation ↗Sindhu Tipirneni, Ming Zhu, Chandan K. A. Reddy56 citations
6. Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting ↗Ling Chen, Jiahui Xu, Binqing Wu et al.53 citations
7. Enhanced Fuzzy Clustering for Incomplete Instance with Evidence Combination ↗Zhe Liu, Sukumar Letchmunan47 citations
8. A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization ↗Dexian Wang, Tianrui Li, Ping Deng et al.46 citations
9. Overlapping Graph Clustering in Attributed Networks via Generalized Cluster Potential Game ↗Hui‐Jia Li, Yuhao Feng, Chengyi Xia et al.45 citations
10. Distributed Cooperative Coevolution of Data Publishing Privacy and Transparency ↗Yong-Feng Ge, Elisa Bertino, Hua Wang et al.39 citations

All works of the year (155)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. A Survey on Explainable Anomaly Detection ↗Zhong Li, Yuxuan Zhu, Matthijs van Leeuwen132 citations
2. ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data ↗Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan et al.76 citations
3. Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning ↗Xiao Luo, Wei Ju, Yiyang Gu et al.67 citations
4. A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization ↗Yandi Li, Haobo Gao, Yunxuan Gao et al.62 citations
5. StructCoder: Structure-Aware Transformer for Code Generation ↗Sindhu Tipirneni, Ming Zhu, Chandan K. A. Reddy56 citations
6. Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting ↗Ling Chen, Jiahui Xu, Binqing Wu et al.53 citations
7. Enhanced Fuzzy Clustering for Incomplete Instance with Evidence Combination ↗Zhe Liu, Sukumar Letchmunan47 citations
8. A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization ↗Dexian Wang, Tianrui Li, Ping Deng et al.46 citations
9. Overlapping Graph Clustering in Attributed Networks via Generalized Cluster Potential Game ↗Hui‐Jia Li, Yuhao Feng, Chengyi Xia et al.45 citations
10. Distributed Cooperative Coevolution of Data Publishing Privacy and Transparency ↗Yong-Feng Ge, Elisa Bertino, Hua Wang et al.39 citations
11. Multi-Label Feature Selection Via Adaptive Label Correlation Estimation ↗Zan Zhang, Zhe Zhang, Jialu Yao et al.39 citations
12. Graph Time-series Modeling in Deep Learning: A Survey ↗Hongjie Chen, Hoda Eldardiry38 citations
13. Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies ↗Yao Wu, Jian Cao, Guandong Xu35 citations
14. Review of Clustering Methods for Functional Data ↗Mimi Zhang, Andrew C. Parnell34 citations
15. A Survey on Bid Optimization in Real-Time Bidding Display Advertising ↗Weitong Ou, Bo Chen, Xinyi Dai et al.32 citations
16. Graph Mining for Cybersecurity: A Survey ↗Bo Yan, Cheng Hong Yang, Chuan Shi et al.32 citations
17. FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs ↗Taolin Zhang, Chengyuan Mai, Yaomin Chang et al.31 citations
18. Graph Domain Adaptation: A Generative View ↗Ruichu Cai, Fengzhu Wu, Zijian Li et al.26 citations
19. Trajectory-User Linking via Hierarchical Spatio-Temporal Attention Networks ↗Wei Chen, Chao Huang, Yanwei Yu et al.26 citations
20. Modeling Long- and Short-Term User Preferences via Self-Supervised Learning for Next POI Recommendation ↗Shaowei Jiang, Wei He, Lizhen Cui et al.25 citations
21. Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams ↗Ben Halstead, Yun Sing Koh, Patricia Riddle et al.23 citations
22. Neighborhood Weighted Voting-Based Noise Correction for Crowdsourcing ↗Huiru Li, Liangxiao Jiang, Siqing Xue23 citations
23. A Dynamic Attributes-driven Graph Attention Network Modeling on Behavioral Finance for Stock Prediction ↗Qiuyue Zhang, Yunfeng Zhang, Xunxiang Yao et al.22 citations
24. DMGF-Net: An Efficient Dynamic Multi-Graph Fusion Network for Traffic Prediction ↗He Li, Duo Jin, Xuejiao Li et al.22 citations
25. Adaptive Neighbor Graph Aggregated Graph Attention Network for Heterogeneous Graph Embedding ↗Kai-Biao Lin, Jin-Po Chen, Chen Ruicong et al.21 citations

See all 155 papers in ACM Transactions on Knowledge Discovery from Data 2023 — papers →

📄 Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and BeyondACM Transactions on Knowledge Discovery from DataJingfeng Yang, Hongye Jin, Ruixiang Tang, et al.2023 · 814 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢AmazonSeattle · United States1 work here🎓Rice UniversityHouston · United States1 work here🎓Texas A&M UniversityCollege Station · United States1 work here

works and citations from OpenAlex and our library.

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