Journal: SIGKDD Explorations

Volume 24, Issue 2

1 -- 2Huan Liu. An Interview with Dr. Huan Liu, Winner of ACM SIGKDD 2022 Innovation Award
3 -- 4Charu C. Aggarwal. An Interview with Dr. Charu Aggarwal, Winner of ACM SIGKDD 2022 Service Award
5 -- 11Jack D. Saunders, Alex Alves Freitas. Evaluating the Predictive Performance of Positive- Unlabelled Classifiers: a brief critical review and practical recommendations for improvement
12 -- 31Alexis 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 -- 47Xingbo Fu, Binchi Zhang, Yushun Dong, Chen Chen, Jundong Li. Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications
48 -- 60Jay Xu, Jian Pei, Zicun Cong. Finding Multidimensional Simpson's Paradox
61 -- 77Kaize Ding, Zhe Xu, Hanghang Tong, Huan Liu 0001. Data Augmentation for Deep Graph Learning: A Survey
78 -- 80Zhiwei (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 -- 85Jefrey 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 -- 95Apostolos Giannoulidis, Anastasios Gounaris, Nikodimos Nikolaidis, Athanasios Naskos, Daniel Caljouw. Investigating thresholding techniques in a real predictive maintenance scenario
96 -- 104Zhong Li, Matthijs van Leeuwen. Feature Selection for Fault Detection and Prediction based on Event Log Analysis
105 -- 113Maria Lua Nunes, Marília Barandas, Hugo Gamboa, Filipe Soares. Acoustic Structural Integrity Assessment of Ceramics using Supervised Machine Learning and Uncertainty-Based Rejection
114 -- 123Sunanda Gamage, Benjamin Klopper, Jagath Samarabandu. Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification
124 -- 130Nils Brockmann, Edward Elson Kosasih, Alexandra Brintrup. Supply Chain Link Prediction on Uncertain Knowledge Graph

Volume 24, Issue 1

1 -- 13Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni. The Need for Interpretable Features: Motivation and Taxonomy
14 -- 45Zhiqiang Hu, Roy Ka-Wei Lee, Charu C. Aggarwal, Aston Zhang. Text Style Transfer: A Review and Experimental Evaluation
46 -- 48Reuben Moyo, Stanley Ndevbu, Michael Zimba, Martin Dybdal, Maria Maistro, Benjamin Balder Bach. Report on the Malawi Data Science Bootcamp 2021
49 -- 51Juan José del Coz, Pablo González, Alejandro Moreo, Fabrizio Sebastiani 0001. Report on the 1st International Workshop on Learning to Quantify (LQ 2021)
52 -- 56Sihem Amer-Yahia, Angela Bonifati, Cécile Favre, Élisa Fromont, Nicolas Labroche, Guy Melançon, Florence Sèdes, Arnaud Soulet, Alexandre Termier. Diversity and Inclusion Activities in EGC - A 2022 Report