| 995 | -- | 996 | . Editorial |
| 997 | -- | 1012 | David Picado-Muiño, Christian Borgelt. Frequent item set mining for sequential data: Synchrony in neuronal spike trains |
| 1013 | -- | 1026 | Chun-Wei Lin, Tzung-Pei Hong, Wen-Yang Lin, Guo-Cheng Lan. Efficient updating of sequential patterns with transaction insertion |
| 1027 | -- | 1047 | Heungmo Ryang, Unil Yun, Keun Ho Ryu. Discovering high utility itemsets with multiple minimum supports |
| 1049 | -- | 1065 | Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan. Frequent positive and negative (FPN) itemset approach for outlier detection |
| 1067 | -- | 1088 | Khoat Than, Tu Bao Ho. Modeling the diversity and log-normality of data |
| 1089 | -- | 1108 | Peng Cao, Dazhe Zhao, Osmar R. Zaïane. Hybrid probabilistic sampling with random subspace for imbalanced data learning |
| 1109 | -- | 1135 | Wanthanee Prachuabsupakij, Nuanwan Soonthornphisaj. Cluster-based sampling of multiclass imbalanced data |
| 1137 | -- | 1151 | Ehsan Adeli Mosabbeb, Mahmood Fathy. Distributed matrix completion for large-scale multi-label classification |
| 1153 | -- | 1175 | Nahid Taherian, Mohammad Ebrahim Shiri. Q^{*}-based state abstraction and knowledge discovery in reinforcement learning |
| 1177 | -- | 1198 | Luciana O. Silva, Luis E. Zárate. A brief review of the main approaches for treatment of missing data |
| 1199 | -- | 1227 | Stamatina Thomaidou, Kyriakos Liakopoulos, Michalis Vazirgiannis. Toward an integrated framework for automated development and optimization of online advertising campaigns |
| 1235 | -- | 1238 | . Keyword Index Volume 18 (2014) |