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| 2005 | Data Mining of Gene Expression Microarray via Weighted Prefix Trees. Tran Trang, Nguyen Cam Chi, Vincel Hoang Ngoc Minh |
| 2005 | Dynamic Cluster Formation Using Level Set Methods. Andy M. Yip, Chris H. Q. Ding, Tony F. Chan |
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| 2005 | Dynamic Mining Hierarchical Topic from Web News Stream Data Using Divisive-Agglomerative Clustering Method. Jian-wei Liu, Shou-Jian Yu, Jia-Jin Le |
| 2005 | Efficient Sampling: Application to Image Data. Surong Wang, Manoranjan Dash, Liang-Tien Chia |
| 2005 | Extraction of Frequent Few-Overlapped Monotone DNF Formulas with Depth-First Pruning. Yoshikazu Shima, Kouichi Hirata, Masateru Harao |
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| 2005 | Feature Selection for High Dimensional Face Image Using Self-organizing Maps. Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang |
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| 2005 | Finding Temporal Features of Event-Oriented Patterns. Xingzhi Sun, Maria E. Orlowska, Xue Li |
| 2005 | Frequent Itemset Mining with Parallel RDBMS. Xuequn Shang, Kai-Uwe Sattler |
| 2005 | Graph Partition Model for Robust Temporal Data Segmentation. Jinhui Yuan, Bo Zhang, Fuzong Lin |
| 2005 | IGB: A New Informative Generic Base of Association Rules. Ghada Gasmi, Sadok Ben Yahia, Engelbert Mephu Nguifo, Yahya Slimani |
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| 2005 | Improved Self-splitting Competitive Learning Algorithm. Jun Liu, Kotagiri Ramamohanarao |
| 2005 | Improvements of IncSpan: Incremental Mining of Sequential Patterns in Large Database. Son N. Nguyen, Xingzhi Sun, Maria E. Orlowska |
| 2005 | Improving Mining Quality by Exploiting Data Dependency. Fang Chu, Yizhou Wang, Carlo Zaniolo, Douglas Stott Parker Jr. |
| 2005 | Improving Rough Classifiers Using Concept Ontology. Sinh Hoa Nguyen, Hung Son Nguyen |
| 2005 | Increasing Classification Accuracy by Combining Adaptive Sampling and Convex Pseudo-Data. Chia Huey Ooi, Madhu Chetty |
| 2005 | Kernel Principal Component Analysis for Content Based Image Retrieval. Guang-Ho Cha |
| 2005 | Kernels over Relational Algebra Structures. Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2005 | Learning Bayesian Networks Structures from Incomplete Data: An Efficient Approach Based on Extended Evolutionary Programming. Xiao-Lin Li, Xiangdong He, Senmiao Yuan |
| 2005 | Locating Motifs in Time-Series Data. Zheng Liu, Jeffrey Xu Yu, Xuemin Lin, Hongjun Lu, Wei Wang |
| 2005 | Machine Learning for Analyzing Human Brain Function. Tom M. Mitchell |
| 2005 | Maximizing Tree Diversity by Building Complete-Random Decision Trees. Fei Tony Liu, Kai Ming Ting, Wei Fan |
| 2005 | Mining Frequent Ordered Patterns. Zhi-Hong Deng, Cong-Rui Ji, Ming Zhang, Shi-Wei Tang |
| 2005 | Mining Frequent Trees with Node-Inclusion Constraints. Atsuyoshi Nakamura, Mineichi Kudo |
| 2005 | Mining Mobile Group Patterns: A Trajectory-Based Approach. San-Yih Hwang, Ying-Han Liu, Jeng-Kuen Chiu, Ee-Peng Lim |
| 2005 | Mining Time-Profiled Associations: An Extended Abstract. Jin Soung Yoo, Pusheng Zhang, Shashi Shekhar |
| 2005 | On Multiple Query Optimization in Data Mining. Marek Wojciechowski, Maciej Zakrzewicz |
| 2005 | Online Algorithms for Mining Inter-stream Associations from Large Sensor Networks. K. K. Loo, Ivy Tong, Ben Kao |
| 2005 | PatZip: Pattern-Preserved Spatial Data Compression. Yu Qian, Kang Zhang, Dung T. Huynh |
| 2005 | Performance Measurements for Privacy Preserving Data Mining. Nan Zhang, Wei Zhao, Jianer Chen |
| 2005 | Progressive Sampling for Association Rules Based on Sampling Error Estimation. Kun-Ta Chuang, Ming-Syan Chen, Wen-Chieh Yang |
| 2005 | Pruning Derivative Partial Rules During Impact Rule Discovery. Shiying Huang, Geoffrey I. Webb |
| 2005 | Pushing Tougher Constraints in Frequent Pattern Mining. Francesco Bonchi, Claudio Lucchese |
| 2005 | QED: An Efficient Framework for Temporal Region Query Processing. Yi-Hong Chu, Kun-Ta Chuang, Ming-Syan Chen |
| 2005 | Retrieval Based on Language Model with Relative Entropy and Feedback. Hua Huo, Boqin Feng |
| 2005 | Rule Extraction from Trained Support Vector Machines. Ying Zhang, Hongye Su, Tao Jia, Jian Chu |
| 2005 | SETRED: Self-training with Editing. Ming Li, Zhi-Hua Zhou |
| 2005 | Sentiment Classification Using Word Sub-sequences and Dependency Sub-trees. Shotaro Matsumoto, Hiroya Takamura, Manabu Okumura |
| 2005 | Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics. Mirco Nanni |
| 2005 | Stochastic Local Clustering for Massive Graphs. Satu Elisa Schaeffer |
| 2005 | Subgroup Discovery Techniques and Applications. Nada Lavrac |
| 2005 | Subspace Clustering of Text Documents with Feature Weighting Liping Jing, Michael K. Ng, Jun Xu, Joshua Zhexue Huang |
| 2005 | Support Oriented Discovery of Generalized Disjunction-Free Representation of Frequent Patterns with Negation. Marzena Kryszkiewicz, Katarzyna Cichon |
| 2005 | Technology Trends Analysis from the Internet Resources. Shin'ichi Kobayashi, Yasuyuki Shirai, Kazuo Hiyane, Fumihiro Kumeno, Hiroshi Inujima, Noriyoshi Yamauchi |
| 2005 | Text Classification for DAG-Structured Categories. Cao D. Nguyen, Tran A. Dung, Tru H. Cao |
| 2005 | The TIMERS II Algorithm for the Discovery of Causality. Howard J. Hamilton, Kamran Karimi |
| 2005 | Threshold Tuning for Improved Classification Association Rule Mining. Frans Coenen, Paul H. Leng, Lu Zhang |
| 2005 | Training Support Vector Machines Using Greedy Stagewise Algorithm. Liefeng Bo, Ling Wang, Licheng Jiao |
| 2005 | USAID: Unifying Signature-Based and Anomaly-Based Intrusion Detection. Zhuowei Li, Amitabha Das, Jianying Zhou |
| 2005 | Using Consensus Susceptibility and Consistency Measures for Inconsistent Knowledge Management. Ngoc Thanh Nguyen, Michal Malowiecki |
| 2005 | Using Rough Set in Feature Selection and Reduction in Face Recognition Problem. Hoai Bac Le, Nguyen Anh Tuan |
| 2005 | Using Term Clustering and Supervised Term Affinity Construction to Boost Text Classification. Chong Wang, Wenyuan Wang |
| 2005 | Visual Interactive Evolutionary Algorithm for High Dimensional Data Clustering and Outlier Detection. Lydia Boudjeloud, François Poulet |
| 2005 | Visualization of Cluster Changes by Comparing Self-organizing Maps. Denny, David McG. Squire |
| 2005 | Voting Fuzzy k-NN to Predict Protein Subcellular Localization from Normalized Amino Acid Pair Compositions. Thai Quang Tung, Doheon Lee, Dae-Won Kim, Jong-Tae Lim |
| 2005 | WLPMiner: Weighted Frequent Pattern Mining with Length-Decreasing Support Constraints. Unil Yun, John J. Leggett |