| 2012 | Formalizing data mining with association rules. | Jan Rauch |
| 2012 | Job scheduling algorithm based on fuzzy quotient space theory in cloud environment. | Ping Qi, Long-shu Li |
| 2012 | Online pattern matching with wildcards. | Jipeng Qiang, Weidong Tian, Dan Guo, Xindong Wu |
| 2012 | Learning taxonomical relations from domain texts using WordNet and word sense disambiguation. | Janardhana Punuru, Jianhua Chen |
| 2012 | Multiclass SVM with ramp loss for imbalanced data classification. | Piyaphol Phoungphol, Yanqing Zhang, Yichuan Zhao, Bismita Srichandan |
| 2012 | Formal specification and automated verification of UML2.0 sequence diagrams. | Tu Peng, Gangyi Ding |
| 2012 | A fast algorithm for classification based on association rules. | Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong, Hoang Chi Thanh |
| 2012 | Hierarchical clustering using transitive closure and semi-supervised classification based on fuzzy rough approximation. | Sadaaki Miyamoto, Satoshi Takumi |
| 2012 | Inductive and non-inductive methods of clustering. | Sadaaki Miyamoto |
| 2012 | Granular association rules with four subtypes. | Fan Min, Qinghua Hu, William Zhu |
| 2012 | A comparison of some approximation definitions about neighborhood system based rough sets. | Jun Meng, Jing Zhang, Xiukun Wang |
| 2012 | Extracting hierarchical concept with cloud transform. | Hui Meng, Shuliang Wang, Liping Xiao |
| 2012 | Mechanism of concept learning in topologized knowledge granular space based on GrC. | Zuqiang Meng, Zhongzhi Shi, Shimo Shen |
| 2012 | Research on three-dimensional reconstruction of the liver CT images. | Rui Ma, Pengpeng Liu, Hui Chang, Yan Zhang, Qingxia Li |
| 2012 | An accuracy measure for rough sets based on knowledge of particles. | Binghui Luo, Genxiu Wu |
| 2012 | Concept-based document models using explicit semantic analysis. | Jing Luo, Bo Meng, Xinhui Tu, Maofu Liu |
| 2012 | Dynamic maintenance strategy for approximations in set-valued ordered information systems under the attribute generalization. | Chuan Luo, Tianrui Li, Hongmei Chen, Dun Liu |
| 2012 | A data-driven model for software reliability prediction. | Jung-Hua Lo |
| 2012 | Covering-based approximation operators by boolean matrix. | Qingyin Li, William Zhu |
| 2012 | Characteristic of partition-circuit matroid through approximation number. | Yanfang Liu, William Zhu |
| 2012 | Pattern matching with wildcards based on multiple suffix trees. | Ying-Ling Liu, Xindong Wu, Xuegang Hu, Jun Gao, Chi Wang |
| 2012 | Halftone visual cryptography with color shares. | Yuanfeng Liu, Zhongmin Wang |
| 2012 | A new K-means algorithm for community structures detection based on fuzzy clustering. | Qun Liu, Zhiming Peng, Yi Gao, Qian Liu |
| 2012 | Attribute reduction with homomorphism in incomplete information systems. | Xiao-Juan Liu, Ju-Sheng Mi |
| 2012 | An improved genetic algorithm to minimal test cost reduction. | Jiabin Liu, Shujiao Liao, Fan Min, William Zhu |