| 2012 | A New Multi-label Learning Algorithm Using Shelly Neighbors. | Huawen Liu, Shichao Zhang, Jianmin Zhao, Jianbin Wu, Zhonglong Zheng |
| 2012 | Efficiently Identifying Duplicated Chinese Company Names in Large-Scale Registration Database. | Shaowu Liu, Jiyong Wei, Shouwei Wang |
| 2012 | A MapReduce-Based Parallel Clustering Algorithm for Large Protein-Protein Interaction Networks. | Li Liu, Dangping Fan, Ming Liu, Guandong Xu, Shiping Chen, Yuan Zhou, Xiwei Chen, Qianru Wang, Yufeng Wei |
| 2012 | Personalized Diversity Search Based on User's Social Relationships. | Ming Li, Juanzi Li, Lei Hou, Hai-Tao Zheng |
| 2012 | Spectral Clustering-Based Semi-supervised Sentiment Classification. | Suke Li, Jinmei Hao |
| 2012 | Geospatial Data Mining on the Web: Discovering Locations of Emergency Service Facilities. | Wenwen Li, Michael F. Goodchild, Richard L. Church, Bin Zhou |
| 2012 | Constrained Spectral Clustering Using Absorbing Markov Chains. | Jianyuan Li, Jihong Guan |
| 2012 | The Author-Topic-Community Model: A Generative Model Relating Authors' Interests and Their Community Structure. | Chunshan Li, William K. Cheung, Yunming Ye, Xiaofeng Zhang |
| 2012 | An Ensemble Approach to Multi-label Classification of Textual Data. | Karol Kurach, Krzysztof Pawlowski, Lukasz Romaszko, Marcin Tatjewski, Andrzej Janusz, Hung Son Nguyen |
| 2012 | PCG: An Efficient Method for Composite Pattern Matching over Data Streams. | Cheng Ju, Hongyan Li, Feifei Li |
| 2012 | Summarizing Semantic Associations Based on Focused Association Graph. | Xiaowei Jiang, Xiang Zhang, Wei Gui, Feifei Gao, Peng Wang, Fengbo Zhou |
| 2012 | Fraud Detection in B2B Platforms Using Data Mining Techniques. | Qiaona Jiang, Chunxiang Hu, Liping Xu |
| 2012 | Community Extraction Based on Topic-Driven-Model for Clustering Users Tweets. | Lilia Hannachi, Ounas Asfari, Nadjia Benblidia, Fadila Bentayeb, Nadia Kabachi, Omar Boussaid |
| 2012 | Mining Fuzzy Moving Object Clusters. | Phan Nhat Hai, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire |
| 2012 | Semi-supervised Gaussian Process Regression and Its Feedback Design. | Xinlu Guo, Yoshiaki Yasumura, Kuniaki Uehara |
| 2012 | Hierarchical Text Classification for News Articles Based-on Named Entities. | Yaocheng Gui, Zhiqiang Gao, Renyong Li, Xin Yang |
| 2012 | Integrating Data Mining and Optimization Techniques on Surgery Scheduling. | Carlos Gomes, Bernardo Almada-Lobo, Jos Lus Cabral de Moura Borges, Carlos Soares |
| 2012 | A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage. | Zhichun Fu, Jun Zhou, Furong Peng, Peter Christen |
| 2012 | A Hybrid Anomaly Detection Framework in Cloud Computing Using One-Class and Two-Class Support Vector Machines. | Song Fu, Jianguo Liu, Husanbir Singh Pannu |
| 2012 | Towards Normalizing the Edit Distance Using a Genetic Algorithms-Based Scheme. | Muhammad Marwan Muhammad Fuad |
| 2012 | Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation. | Muhammad Marwan Muhammad Fuad |
| 2012 | Using Partially-Ordered Sequential Rules to Generate More Accurate Sequence Prediction. | Philippe Fournier-Viger, Ted Gueniche, Vincent S. Tseng |
| 2012 | Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data. | Shi Feng, Lin Wang, Weili Xu, Daling Wang, Ge Yu |
| 2012 | Variational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications. | Wentao Fan, Nizar Bouguila |
| 2012 | Automated Web Data Mining Using Semantic Analysis. | Wenxiang Dou, Jinglu Hu |