| 2006 | A Fast Greedy Algorithm for Outlier Mining. Zengyou He, Shengchun Deng, Xiaofei Xu, Joshua Zhexue Huang |
| 2006 | A Machine Learning Application for Human Resource Data Mining Problem. Zhen Xu, Binheng Song |
| 2006 | A Multi-Hierarchical Representation for Similarity Measurement of Time Series. Xinqiang Zuo, Xiaoming Jin |
| 2006 | A Multiclass Classification Method Based on Output Design. Qi Qiang, Qinming He |
| 2006 | A Nonparametric Outlier Detection for Effectively Discovering Top-N Outliers from Engineering Data. Hongqin Fan, Osmar R. Zaïane, Andrew Foss, Junfeng Wu |
| 2006 | A Novel Indexing Approach for Efficient and Fast Similarity Search of Captured Motions. Chuanjun Li, B. Prabhakaran |
| 2006 | A Single Index Approach for Time-Series Subsequence Matching That Supports Moving Average Transform of Arbitrary Order. Yang-Sae Moon, Jin-Ho Kim |
| 2006 | A Systematic Study of Parameter Correlations in Large Scale Duplicate Document Detection. Shaozhi Ye, Ji-Rong Wen, Wei-Ying Ma |
| 2006 | A Wavelet Analysis Based Data Processing for Time Series of Data Mining Predicting. Weimin Tong, Yijun Li, Qiang Ye |
| 2006 | Achieving Private Recommendations Using Randomized Response Techniques. Huseyin Polat, Wenliang Du |
| 2006 | Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings Wee Keong Ng, Masaru Kitsuregawa, Jianzhong Li, Kuiyu Chang |
| 2006 | An Adaptive Intrusion Detection Algorithm Based on Clustering and Kernel-Method. Hansung Lee, Yongwha Chung, Daihee Park |
| 2006 | An EM-Approach for Clustering Multi-Instance Objects. Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert |
| 2006 | An Intelligent System Based on Kernel Methods for Crop Yield Prediction. A. Majid Awan, Mohd. Noor Md. Sap |
| 2006 | Association-Based Dissimilarity Measures for Categorical Data: Limitation and Improvement. Si Quang Le, Tu Bao Ho, Le Sy Vinh |
| 2006 | Bias-Free Hypothesis Evaluation in Multirelational Domains. Christine Körner, Stefan Wrobel |
| 2006 | Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles. Yang Liu, Aijun An, Xiangji Huang |
| 2006 | COMET: Event-Driven Clustering over Multiple Evolving Streams. Mi-Yen Yeh, Bi-Ru Dai, Ming-Syan Chen |
| 2006 | Cleopatra: Evolutionary Pattern-Based Clustering of Web Usage Data. Qiankun Zhao, Sourav S. Bhowmick, Le Gruenwald |
| 2006 | Clustering Large Collection of Biomedical Literature Based on Ontology-Enriched Bipartite Graph Representation and Mutual Refinement Strategy. Illhoi Yoo, Xiaohua Hu |
| 2006 | Clustering Multi-represented Objects Using Combination Trees. Elke Achtert, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert |
| 2006 | Clustering Web Sessions by Levels of Page Similarity. Caren Moraes Nichele, Karin Becker |
| 2006 | Combining Smooth Graphs with Semi-supervised Classification. Xueyuan Zhou, Chunping Li |
| 2006 | Comparison of Documents Classification Techniques to Classify Medical Reports. Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Bell |
| 2006 | Constructing Decision Trees for Graph-Structured Data by Chunkingless Graph-Based Induction. Phu Chien Nguyen, Kouzou Ohara, Akira Mogi, Hiroshi Motoda, Takashi Washio |
| 2006 | Construction of Finite Automata for Intrusion Detection from System Call Sequences by Genetic Algorithms. Kyubum Wee, Sinjae Kim |
| 2006 | Constructive Meta-level Feature Selection Method Based on Method Repositories. Hidenao Abe, Takahira Yamaguchi |
| 2006 | Data Mining Using Relational Database Management Systems. Beibei Zou, Xuesong Ma, Bettina Kemme, Glen Newton, Doina Precup |
| 2006 | Data Mining for Surveillance Applications. Bhavani M. Thuraisingham |
| 2006 | DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking. Elke Achtert, Christian Böhm, Peer Kröger |
| 2006 | Detecting Citation Types Using Finite-State Machines. Minh-Hoang Le, Tu Bao Ho, Yoshiteru Nakamori |
| 2006 | Distributed Pattern Discovery in Multiple Streams. Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos |
| 2006 | Domain-Driven Actionable Knowledge Discovery in the Real World. Longbing Cao, Chengqi Zhang |
| 2006 | Dynamic Category Profiling for Text Filtering and Classification. Rey-Long Liu |
| 2006 | Efficient Discovery of Structural Motifs from Protein Sequences with Combination of Flexible Intra- and Inter-block Gap Constraints. Chen-Ming Hsu, Chien-Yu Chen, Ching-Chi Hsu, Baw-Jhiune Liu |
| 2006 | Efficient Mining of Emerging Events in a Dynamic Spatiotemporal Environment. Yu Meng, Margaret H. Dunham |
| 2006 | Enhanced DB-Subdue: Supporting Subtle Aspects of Graph Mining Using a Relational Approach. Ramanathan Balachandran, Srihari Padmanabhan, Sharma Chakravarthy |
| 2006 | Enhancing Duplicate Collection Detection Through Replica Boundary Discovery. Zhigang Zhang, Weijia Jia, Xiaoming Li |
| 2006 | Evaluating a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices. Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi |
| 2006 | Evaluation of Attribute-Aware Recommender System Algorithms on Data with Varying Characteristics. Karen H. L. Tso, Lars Schmidt-Thieme |
| 2006 | Extracting and Summarizing Hot Item Features Across Different Auction Web Sites. Tak-Lam Wong, Wai Lam, Shing-Kit Chan |
| 2006 | FISA: Feature-Based Instance Selection for Imbalanced Text Classification. Aixin Sun, Ee-Peng Lim, Boualem Benatallah, Mahbub Hassan |
| 2006 | Finding Consensus Patterns in Very Scarce Biosequence Samples from Their Minimal Multiple Generalizations. Yen Kaow Ng, Takeshi Shinohara |
| 2006 | Further Improving Emerging Pattern Based Classifiers Via Bagging. Hongjian Fan, Ming Fan, Kotagiri Ramamohanarao, Mengxu Liu |
| 2006 | Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. Dan A. Simovici, Szymon Jaroszewicz |
| 2006 | Generalized Disjunction-Free Representation of Frequents Patterns with at Most Marzena Kryszkiewicz |
| 2006 | Hardware Enhanced Mining for Association Rules. Wei-Chuan Liu, Ken-Hao Liu, Ming-Syan Chen |
| 2006 | Heterogeneous Information Integration in Hierarchical Text Classification. Huai-Yuan Yang, Tie-Yan Liu, Li Gao, Wei-Ying Ma |
| 2006 | Hidden Space Principal Component Analysis. Weida Zhou, Li Zhang, Licheng Jiao |
| 2006 | Hierarchical Clustering Based on Mathematical Optimization. Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao |
| 2006 | IMB3-Miner: Mining Induced/Embedded Subtrees by Constraining the Level of Embedding. Henry Tan, Tharam S. Dillon, Fedja Hadzic, Elizabeth Chang, Ling Feng |
| 2006 | Image Classification Via LZ78 Based String Kernel: A Comparative Study. Ming Li, Yanong Zhu |
| 2006 | Improved Negative-Border Online Mining Approaches. Ching-Yao Wang, Shian-Shyong Tseng, Tzung-Pei Hong |
| 2006 | Improving on Bagging with Input Smearing. Eibe Frank, Bernhard Pfahringer |
| 2006 | Intelligent Particle Swarm Optimization in Multi-objective Problems. Shinn-Jang Ho, Wen-Yuan Ku, Jun-Wun Jou, Ming-Hao Hung, Shinn-Ying Ho |
| 2006 | Is Frequency Enough for Decision Makers to Make Decisions?. Shichao Zhang, Jeffrey Xu Yu, Jingli Lu, Chengqi Zhang |
| 2006 | Iterative Clustering Analysis for Grouping Missing Data in Gene Expression Profiles. Dae-Won Kim, Bo-Yeong Kang |
| 2006 | Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2006 | Level-Biased Statistics in the Hierarchical Structure of the Web. Guang Feng, Tie-Yan Liu, Xudong Zhang, Wei-Ying Ma |
| 2006 | Maintaining Frequent Itemsets over High-Speed Data Streams. James Cheng, Yiping Ke, Wilfred Ng |
| 2006 | Mining Frequent Spatial Patterns in Image Databases. Wei-Ta Chen, Yi-ling Chen, Ming-Syan Chen |
| 2006 | Mining Interesting Imperfectly Sporadic Rules. Yun Sing Koh, Nathan Rountree, Richard A. O'Keefe |
| 2006 | Mining Maximal Correlated Member Clusters in High Dimensional Database. Lizheng Jiang, Dongqing Yang, Shiwei Tang, Xiuli Ma, Dehui Zhang |
| 2006 | Mining Quantitative Maximal Hyperclique Patterns: A Summary of Results. Yaochun Huang, Hui Xiong, Weili Wu, Sam Yuan Sung |
| 2006 | Mining Temporal Indirect Associations. Ling Chen, Sourav S. Bhowmick, Jinyan Li |
| 2006 | Mining Top-K Frequent Closed Itemsets Is Not in APX. Chienwen Wu |
| 2006 | Mining Unexpected Associations for Signalling Potential Adverse Drug Reactions from Administrative Health Databases. Huidong Jin, Jie Chen, Chris Kelman, Hongxing He, Damien McAullay, Christine M. O'Keefe |
| 2006 | Multimedia Semantics Integration Using Linguistic Model. Bo Yang, Ali R. Hurson |
| 2006 | Multistep-Ahead Time Series Prediction. Haibin Cheng, Pang-Ning Tan, Jing Gao, Jerry Scripps |
| 2006 | Neighbor Line-Based Locally Linear Embedding. De-Chuan Zhan, Zhi-Hua Zhou |
| 2006 | Neighborhood Density Method for Selecting Initial Cluster Centers in K-Means Clustering. Yunming Ye, Joshua Zhexue Huang, Xiaojun Chen, Shuigeng Zhou, Graham J. Williams, Xiaofei Xu |
| 2006 | Network Data Mining: Discovering Patterns of Interaction Between Attributes. John Galloway, Simeon J. Simoff |
| 2006 | On Robust and Effective K-Anonymity in Large Databases. Wen Jin, Rong Ge, Weining Qian |
| 2006 | One-Class Support Vector Machines for Recommendation Tasks. Yasutoshi Yajima |
| 2006 | Parallel Density-Based Clustering of Complex Objects. Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle |
| 2006 | Parallel Randomized Support Vector Machine. Yumao Lu, Vwani P. Roychowdhury |
| 2006 | Patterns of Influence in a Recommendation Network. Jure Leskovec, Ajit Singh, Jon M. Kleinberg |
| 2006 | Predicting Rare Extreme Values. Luís Torgo, Rita P. Ribeiro |
| 2006 | Privacy-Preserving SVM Classification on Vertically Partitioned Data. Hwanjo Yu, Jaideep Vaidya, Xiaoqian Jiang |
| 2006 | Protection or Privacy? Data Mining and Personal Data. David J. Hand |
| 2006 | Quality-Aware Association Rule Mining. Laure Berti-Équille |
| 2006 | RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification. Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar |
| 2006 | Ranking Outliers Using Symmetric Neighborhood Relationship. Wen Jin, Anthony K. H. Tung, Jiawei Han, Wei Wang |
| 2006 | Regularized Semi-supervised Classification on Manifold. Lianwei Zhao, Siwei Luo, Yanchang Zhao, Lingzhi Liao, Zhihai Wang |
| 2006 | SGPM: Static Group Pattern Mining Using Apriori-Like Sliding Window. John Goh, David Taniar, Ee-Peng Lim |
| 2006 | Scoring Method for Tumor Prediction from Microarray Data Using an Evolutionary Fuzzy Classifier. Shinn-Ying Ho, Chih-Hung Hsieh, Kuan-Wei Chen, Hui-Ling Huang, Hung-Ming Chen, Shinn-Jang Ho |
| 2006 | Self-adaptive Two-Phase Support Vector Clustering for Multi-Relational Data Mining. Ping Ling, Yan Wang, Chunguang Zhou |
| 2006 | Sequential Pattern Mining with Time Intervals. Yu Hirate, Hayato Yamana |
| 2006 | Similarity-Based Sparse Feature Extraction Using Local Manifold Learning. Cheong Hee Park |
| 2006 | Summarization and Visualization of Communication Patterns in a Large-Scale Social Network. Preetha Appan, Hari Sundaram, Belle L. Tseng |
| 2006 | TRIPPER: Rule Learning Using Taxonomies. Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant G. Honavar |
| 2006 | The Changing Face of Web Search. Prabhakar Raghavan |
| 2006 | Towards Automated Design of Large-Scale Circuits by Combining Evolutionary Design with Data Mining. Shuguang Zhao, Mingying Zhao, Jun Zhao, Licheng Jiao |
| 2006 | Uncertain Data Mining: An Example in Clustering Location Data. Michael Chau, Reynold Cheng, Ben Kao, Jackey Ng |
| 2006 | Using Weighted Nearest Neighbor to Benefit from Unlabeled Data. Kurt Driessens, Peter Reutemann, Bernhard Pfahringer, Claire Leschi |
| 2006 | Variable Randomness in Decision Tree Ensembles. Fei Tony Liu, Kai Ming Ting |
| 2006 | Variable Support Mining of Frequent Itemsets over Data Streams Using Synopsis Vectors. Ming-Yen Lin, Sue-Chen Hsueh, Sheng-Kun Hwang |
| 2006 | Weighted Intra-transactional Rule Mining for Database Intrusion Detection. Abhinav Srivastava, Shamik Sural, Arun K. Majumdar |
| 2006 | XCLS: A Fast and Effective Clustering Algorithm for Heterogenous XML Documents. Richi Nayak, Sumei Xu |
| 2006 | epsilon-Tube Based Pattern Selection for Support Vector Machines. Dongil Kim, Sungzoon Cho |