| 1195 | -- | 1197 | . Editorial |
| 1199 | -- | 1212 | Dengchao He, Hongjun Zhang, Wenning Hao, Rui Zhang. A robust parzen window mutual information estimator for feature selection with label noise |
| 1213 | -- | 1232 | Harry Strange, Reyer Zwiggelaar. Piecewise-linear manifold learning: A heuristic approach to non-linear dimensionality reduction |
| 1233 | -- | 1257 | Mahdi Mohammadi, Bijan Raahemi, Ahmad Akbari. A geometric density-based sample reduction method |
| 1259 | -- | 1273 | Sebastián Maldonado, Julio López. An embedded feature selection approach for support vector classification via second-order cone programming |
| 1275 | -- | 1296 | Maria José Amorim, Margarida G. M. S. Cardoso. Comparing clustering solutions: The use of adjusted paired indices |
| 1297 | -- | 1310 | Andrés Eduardo Gutiérrez-Rodríguez, José Francisco Martínez Trinidad, Milton García-Borroto, Jesás Ariel Carrasco-Ochoa. Mining patterns for clustering using unsupervised decision trees |
| 1311 | -- | 1321 | Mansooreh Mirzaie, Ahmad Barani, Naser Nematbakkhsh, Majid Beigi. OverDBC: A new density-based clustering method with the ability of detecting overlapped clusters from gene expression data |
| 1323 | -- | 1353 | Mohammad Reza Ebrahimi Dishabi, Mohammad Abdollahi Azgomi. Differential privacy preserving clustering in distributed datasets using Haar wavelet transform |
| 1355 | -- | 1375 | Tuve Löfström, Henrik Boström, Henrik Linusson, Ulf Johansson. Bias reduction through conditional conformal prediction |
| 1377 | -- | 1389 | Wedad Hussein, Tarek F. Gharib, Rasha M. Ismail, Mostafa G. M. Mostafa. An efficient framework based on usage and semantic data for next page prediction |
| 1391 | -- | 1408 | Pedro F. B. Silva, Jaime S. Cardoso. Differential scorecards for binary and ordinal data |
| 1409 | -- | 1432 | Chong Su, Shenggen Ju, Yiguang Liu, Zhonghua Yu. Improving Random Forest and Rotation Forest for highly imbalanced datasets |
| 1433 | -- | 1440 | . Author Index Volume 19 (2015) |