| 2005 | Progressive Sampling for Association Rules Based on Sampling Error Estimation. | Kun-Ta Chuang, Ming-Syan Chen, Wen-Chieh Yang |
| 2005 | Kernel Principal Component Analysis for Content Based Image Retrieval. | Guang-Ho Cha |
| 2005 | Training Support Vector Machines Using Greedy Stagewise Algorithm. | Liefeng Bo, Ling Wang, Licheng Jiao |
| 2005 | Visual Interactive Evolutionary Algorithm for High Dimensional Data Clustering and Outlier Detection. | Lydia Boudjeloud, Franois Poulet |
| 2005 | Pushing Tougher Constraints in Frequent Pattern Mining. | Francesco Bonchi, Claudio Lucchese |
| 2005 | Using Rough Set in Feature Selection and Reduction in Face Recognition Problem. | Hoai Bac Le, Nguyen Anh Tuan |
| 2005 | An Efficient Compression Technique for Frequent Itemset Generation in Association Rule Mining. | Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith |
| 2004 | OBE: Outlier by Example. | Cui Zhu, Hiroyuki Kitagawa, Spiros Papadimitriou, Christos Faloutsos |
| 2004 | On the Size of Training Set and the Benefit from Ensemble. | Zhi-Hua Zhou, Dan Wei, Gang Li, Honghua Dai |
| 2004 | DRC-BK: Mining Classification Rules with Help of SVM. | Yang Zhang, Zhanhuai Li, Yan Tang, Kebin Cui |
| 2004 | A Non-parametric Wavelet Feature Extractor for Time Series Classification. | Hui Zhang, Tu Bao Ho, Mao Song Lin |
| 2004 | Using Self-Consistent Naive-Bayes to Detect Masquerades. | Kwong H. Yung |
| 2004 | Mining of Evolving Data Streams with Privacy Preservation. | Philip S. Yu |
| 2004 | An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams. | Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan |
| 2004 | Further Applications of a Particle Visualization Framework. | Ke Yin, Ian Davidson |
| 2004 | Summarization of Spacecraft Telemetry Data by Extracting Significant Temporal Patterns. | Takehisa Yairi, Shiro Ogasawara, Koichi Hori, Shinichi Nakasuka, Naoki Ishihama |
| 2004 | Logistic Regression and Boosting for Labeled Bags of Instances. | Xin Xu, Eibe Frank |
| 2004 | Formal Approach and Automated Tool for Translating ER Schemata into OWL Ontologies. | Zhuoming Xu, Xiao Cao, Yisheng Dong, Wenping Su |
| 2004 | Predicting Web Requests Efficiently Using a Probability Model. | Shanchan Wu, Wenyuan Wang |
| 2004 | ISM: Item Selection for Marketing with Cross-Selling Considerations. | Raymond Chi-Wing Wong, Ada Wai-Chee Fu |
| 2004 | Selective Augmented Bayesian Network Classifiers Based on Rough Set Theory. | Zhihai Wang, Geoffrey I. Webb, Fei Zheng |
| 2004 | Efficient Pattern-Growth Methods for Frequent Tree Pattern Mining. | Chen Wang, Mingsheng Hong, Jian Pei, Haofeng Zhou, Wei Wang, Baile Shi |
| 2004 | Finding Frequent Structural Features among Words in Tree-Structured Documents. | Tomoyuki Uchida, Tomonori Mogawa, Yasuaki Nakamura |
| 2004 | A Novel Parameter-Less Clustering Method for Mining Gene Expression Data. | Vincent Shin-Mu Tseng, Ching-Pin Kao |
| 2004 | ParaDualMiner: An Efficient Parallel Implementation of the DualMiner Algorithm. | Roger Ming Hieng Ting, James Bailey, Kotagiri Ramamohanarao |