| 95 | -- | 96 | X. Sean Wang. Editorial |
| 97 | -- | 98 | Wei Shen 0004, Wei Zhang 0056, Jianhua Yin, Jianyong Wang. Editorial of Special Issue of ICDM 2019 |
| 99 | -- | 110 | Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki. Achieving Fairness with Decision Trees: An Adversarial Approach |
| 111 | -- | 125 | Kazi Aminul Islam, Victoria Hill, Blake Schaeffer, Richard Zimmerman, Jiang Li. Semi-supervised Adversarial Domain Adaptation for Seagrass Detection Using Multispectral Images in Coastal Areas |
| 126 | -- | 139 | Babak Hosseini, Romain Montagné, Barbara Hammer. Deep-Aligned Convolutional Neural Network for Skeleton-Based Action Recognition and Segmentation |
| 140 | -- | 151 | Atsutoshi Kumagai, Tomoharu Iwata, Yasuhiro Fujiwara. Transfer Metric Learning for Unseen Domains |
| 152 | -- | 167 | C. H. Bryan Liu, Benjamin Paul Chamberlain, Emma J. McCoy. What is the Value of Experimentation and Measurement? |
| 168 | -- | 179 | Yasuo Tabei, Yoshihiro Yamanishi, Rasmus Pagh. Space-Efficient Feature Maps for String Alignment Kernels |
| 180 | -- | 192 | Tomoki Ito, Kota Tsubouchi, Hiroki Sakaji, Tatsuo Yamashita, Kiyoshi Izumi. Contextual Sentiment Neural Network for Document Sentiment Analysis |
| 193 | -- | 204 | Seungtaek Choi, Haeju Park, Seung-won Hwang. Meta-supervision for Attention Using Counterfactual Estimation |