| 2012 | News Sentiment Analysis Based on Cross-Domain Sentiment Word Lists and Content Classifiers. | Lun Yan, Yan Zhang |
| 2012 | Combining Spatial Cloaking and Dummy Generation for Location Privacy Preserving. | Nana Xu, Dan Zhu, Hongyan Liu, Jun He, Xiaoyong Du, Tao Liu |
| 2012 | Pattern Mining, Semantic Label Identification and Movement Prediction Using Mobile Phone Data. | Rong Xie, Jun Luo, Yang Yue, Qingquan Li, Xiaoqing Zou |
| 2012 | Learning from Multiple Naive Annotators. | Chirine Wolley, Mohamed Quafafou |
| 2012 | Keyword Graph: Answering Keyword Search over Large Graphs. | Dong Wang, Lei Zou, Wanqiong Pan, Dongyan Zhao |
| 2012 | Towards a Tricksy Group Shilling Attack Model against Recommender Systems. | Youquan Wang, Zhiang Wu, Jie Cao, Changjian Fang |
| 2012 | Medical Image Retrieval Method Based on Relevance Feedback. | Rui Wang, Haiwei Pan, Qilong Han, Jingzi Gu, Pengyuan Li |
| 2012 | Exemplars-Constraints for Semi-supervised Clustering. | Hongjun Wang, Tao Li, Tianrui Li, Yan Yang |
| 2012 | Stock Trend Extraction via Matrix Factorization. | Jie Wang |
| 2012 | Using Data Mining for Static Code Analysis of C. | Hannes Tribus, Irene Morrigl, Stefan Axelsson |
| 2012 | Facial Action Unit and Emotion Recognition with Head Pose Variations. | Chadi Trad, Hazem M. Hajj, Wassim El-Hajj, Fatima Al-Jamil |
| 2012 | VS-Cube: Analyzing Variations of Multi-dimensional Patterns over Data Streams. | Yan Tang, Hongyan Li, Feifei Li, Gaoshan Miao |
| 2012 | A New Manifold Learning Algorithm Based on Incremental Spectral Decomposition. | Chao Tan, Jihong Guan |
| 2012 | Kernel Mean Matching with a Large Margin. | Qi Tan, Huifang Deng, Pei Yang |
| 2012 | An Enhanced Class-Attribute Interdependence Maximization Discretization Algorithm. | Kittakorn Sriwanna, Kamthorn Puntumapon, Kitsana Waiyamai |
| 2012 | Use of Supervised Learning to Predict Directionality of Links in a Network. | Sucheta Soundarajan, John E. Hopcroft |
| 2012 | Customer Segmentation for Power Enterprise Based on Enhanced-FCM Algorithm. | Lihe Song, Weixu Zhan, Shuchai Qian, Jian Yin |
| 2012 | Topic-Centric Recommender Systems for Bibliographic Datasets. | Aditya Pratap Singh, Kumar Shubhankar, Vikram Pudi |
| 2012 | Query by Committee in a Heterogeneous Environment. | Hao Shao, Bin Tong, Einoshin Suzuki |
| 2012 | A Graph-Based Churn Prediction Model for Mobile Telecom Networks. | M. Saravanan, G. S. Vijay Raajaa |
| 2012 | Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data. | Jiansu Pu, Siyuan Liu, Huamin Qu, Lionel M. Ni |
| 2012 | Automatic Filtering of Valuable Features for Text Categorization. | Adriana Pietramala, Veronica Lucia Policicchio, Pasquale Rullo |
| 2012 | Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links. | John Park, Xiaoying Gao, Peter Andreae |
| 2012 | Predicting Driving Direction with Weighted Markov Model. | Bo Mao, Jie Cao, Zhiang Wu, Guangyan Huang, Jingjun Li |
| 2012 | Inducing Taxonomy from Tags: An Agglomerative Hierarchical Clustering Framework. | Xiang Li, Huaimin Wang, Gang Yin, Tao Wang, Cheng Yang, Yue Yu, Dengqing Tang |