| 1 | -- | 3 | Douglas L. Steinley. Editorial: Journal of Classification Vol. 37-1 |
| 4 | -- | 17 | Roman Hornung. Ordinal Forests |
| 18 | -- | 41 | Zaineb Chelly Dagdia, Zied Elouedi. A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells |
| 42 | -- | 57 | Lukasz Struski, Marek Smieja, Jacek Tabor. Pointed Subspace Approach to Incomplete Data |
| 58 | -- | 65 | Federico Fioravanti, Fernando Tohmé. Asking Infinite Voters 'Who is a J?': Group Identification Problems in $\mathbb {N}$ |
| 66 | -- | 96 | Gehad Ismail Sayed, Ashraf Darwish, Aboul Ella Hassanien. Binary Whale Optimization Algorithm and Binary Moth Flame Optimization with Clustering Algorithms for Clinical Breast Cancer Diagnoses |
| 97 | -- | 123 | Volodymyr Melnykov, Semhar Michael. Clustering Large Datasets by Merging K-Means Solutions |
| 124 | -- | 142 | Matthieu Marbac, Mohammed Sedki, Tienne Patin. Variable Selection for Mixed Data Clustering: Application in Human Population Genomics |
| 143 | -- | 157 | Renato Cordeiro de Amorim, Vladimir Makarenkov, Boris G. Mirkin. Core Clustering as a Tool for Tackling Noise in Cluster Labels |
| 158 | -- | 179 | Yunli Yang, Baiyu Chen, Zhouwang Yang. An Algorithm for Ordinal Classification Based on Pairwise Comparison |
| 180 | -- | 202 | Dominique Fortin. Clustering Analysis of a Dissimilarity: a Review of Algebraic and Geometric Representation |
| 203 | -- | 222 | François Brucker, Pascal Préa, Célia Châtel. Totally Balanced Dissimilarities |
| 223 | -- | 236 | Hieu Pham, Sigurður Olafsson. On Cesáro Averages for Weighted Trees in the Random Forest |
| 237 | -- | 253 | M. Kayid, M. Shafaei Noughabi, A. M. Abouammoh. A Nonparametric Estimator of Bivariate Quantile Residual Life Model with Application to Tumor Recurrence Data Set |
| 254 | -- | 274 | Guang Ouyang, Dipak K. Dey, Panpan Zhang. Clique-Based Method for Social Network Clustering |