1 | -- | 2 | Huan Liu. An Interview with Dr. Huan Liu, Winner of ACM SIGKDD 2022 Innovation Award |
3 | -- | 4 | Charu C. Aggarwal. An Interview with Dr. Charu Aggarwal, Winner of ACM SIGKDD 2022 Service Award |
5 | -- | 11 | Jack D. Saunders, Alex Alves Freitas. Evaluating the Predictive Performance of Positive- Unlabelled Classifiers: a brief critical review and practical recommendations for improvement |
12 | -- | 31 | Alexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama 0001, Georges Hébrail, Vincent Lemaire 0001, Pierre-Francois Marteau. Open challenges for Machine Learning based Early Decision-Making research |
32 | -- | 47 | Xingbo Fu, Binchi Zhang, Yushun Dong, Chen Chen, Jundong Li. Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications |
48 | -- | 60 | Jay Xu, Jian Pei, Zicun Cong. Finding Multidimensional Simpson's Paradox |
61 | -- | 77 | Kaize Ding, Zhe Xu, Hanghang Tong, Huan Liu 0001. Data Augmentation for Deep Graph Learning: A Survey |
78 | -- | 80 | Zhiwei (Tony) Qin, Liangjie Hong, Rui Song 0006, Hongtu Zhu, Mohammed Korayem, Haiyan Luo, Michael I. Jordan. KDD 2022 Workshop on Decision Intelligence and Analytics for Online Marketplaces: Jobs, Ridesharing, Retail, and Beyond |
81 | -- | 85 | Jefrey Lijffijt, Dimitra Gkorou, Pieter Van Hertum, Alexander Ypma, Mykola Pechenizkiy, Joaquin Vanschoren. Introduction to the Special Section on AI in Manufacturing: Current Trends and Challenges |
86 | -- | 95 | Apostolos Giannoulidis, Anastasios Gounaris, Nikodimos Nikolaidis, Athanasios Naskos, Daniel Caljouw. Investigating thresholding techniques in a real predictive maintenance scenario |
96 | -- | 104 | Zhong Li, Matthijs van Leeuwen. Feature Selection for Fault Detection and Prediction based on Event Log Analysis |
105 | -- | 113 | Maria Lua Nunes, Marília Barandas, Hugo Gamboa, Filipe Soares. Acoustic Structural Integrity Assessment of Ceramics using Supervised Machine Learning and Uncertainty-Based Rejection |
114 | -- | 123 | Sunanda Gamage, Benjamin Klopper, Jagath Samarabandu. Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification |
124 | -- | 130 | Nils Brockmann, Edward Elson Kosasih, Alexandra Brintrup. Supply Chain Link Prediction on Uncertain Knowledge Graph |