| 213 | -- | 214 | Charles Ling. Introduction to the Special Issue of Advanced Data Mining and Applications |
| 215 | -- | 231 | Shady Shehata, Fakhri Karray, Mohamed S. Kamel. An Efficient Model for Enhancing Text Categorization Using Sentence Semantics |
| 232 | -- | 257 | Zhi-Hua Zhou, Xu-Ying Liu. On Multi-Class Cost-Sensitive Learning |
| 258 | -- | 281 | Jun He, Hongyan Liu, Bo Hu, Xiaoyong Du, Puwei Wang. Selecting Effective Features and Relations for Efficient Multi-Relational Classification |
| 282 | -- | 317 | Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong. Pattern Space Maintenance for Data Updates and Interactive Mining |
| 318 | -- | 336 | Yiqiang Chen, Juan Qi, Zhuo Sun, Qiong Ning. Mining User Goals for Indoor Location-Based Services with Low Energy and High QoS |
| 337 | -- | 357 | Rayner Alfred. Feature Transformation: a Genetic-Based Feature Construction Method for Data Summarization |