Invited Papers

• 
  Jiawei Han, Hector Gonzalez, Xiaolei Li, Diego Klabjan: Warehousing and Mining Massive RFID Data Sets. 1-18
• 
  Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti: Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents. 19-30
• 
  Ada Wai-Chee Fu, Oscar Tat-Wing Leung, Eamonn J. Keogh, Jessica Lin: Finding Time Series Discords Based on Haar Transform. 31-41
• 
  João Gama, Gladys Castillo: Learning with Local Drift Detection. 42-55

Association Rules

• 
  Xin Li, Zhi-Hong Deng, Shiwei Tang: A Fast Algorithm for Maintenance of Association Rules in Incremental Databases. 56-63
• 
  Mehmet Kaya, Reda Alhajj: Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules. 64-71
• 
  Zhuohua Duan, Zixing Cai, Yan Lv: Incremental Maintenance of Association Rules Based on Multiple Previously Mined Results. 72-79
• 
  Olfa Nasraoui, Suchandra Goswami: Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance. 80-91
• 
  Jinlong Wang, Congfu Xu, Hongwei Dan, Yunhe Pan: SA-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases. 92-99
• 
  Xiangjun Dong, Fengrong Sun, Xiqing Han, Ruilian Hou: Study of Positive and Negative Association Rules Based on Multi-confidence and Chi-Squared Test. 100-109
• 
  Zhongmei Zhou, Zhaohui Wu, Chunshan Wang, Yi Feng: Efficiently Mining Maximal Frequent Mutually Associated Patterns. 110-117
• 
  Zhongmei Zhou, Zhaohui Wu, Chunshan Wang, Yi Feng: Efficiently Mining Mutually and Positively Correlated Patterns. 118-125

Classification

• 
  Shuqin Wang, Jinmao Wei, Junping You, Dayou Liu: ComEnVprs: A Novel Approach for Inducing Decision Tree Classifiers. 126-134
• 
  Rob Law, Thomas Bauer, Karin Weber, Tony Tse: Towards a Rough Classification of Business Travelers. 135-142
• 
  Dingfei Ge, Xiao Qu: Feature Extraction Based on Optimal Discrimination Plane in ECG Signal Classification. 143-149
• 
  Yatong Zhou, Taiyi Zhang, Jiancheng Sun: Music Style Classification with a Novel Bayesian Model. 150-156
• 
  Wen Yang, Hao Wang, Yongfeng Cao, Haijian Zhang: Classification of Polarimetric SAR Data Based on Multidimensional Watershed Clustering. 157-164
• 
  Daniel Neagu, Gongde Guo, Shanshan Wang: An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining. 165-172
• 
  YongHong Tian, Tiejun Huang, Wen Gao: Robust Collective Classification with Contextual Dependency Network Models. 173-180
• 
  Hongli Xu, De Xu, Fangshi Wang: User-Centered Image Semantics Classification. 181-188
• 
  Miyoung Shin: A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications. 189-196
• 
  Qun Song, Tianmin Ma, Nikola Kasabov: TTLSC - Transductive Total Least Square Model for Classification and Its Application in Medicine. 197-204
• 
  Wei Wu, Jianzhong Zhou, Li Mo, Chengjun Zhu: Forecasting Electricity Market Price Spikes Based on Bayesian Expert with Support Vector Machines. 205-212
• 
  Yiqing Tu, Gang Li, Honghua Dai: Integrating Local One-Class Classifiers for Image Retrieval. 213-222
• 
  Jingli Lu, Ying Yang, Geoffrey I. Webb: Incremental Discretization for Naïve-Bayes Classifier. 223-238
• 
  Lei Duan, Changjie Tang, Tianqing Zhang, Dagang Wei, Huan Zhang: Distance Guided Classification with Gene Expression Programming. 239-246
• 
  Hong Li, Rui Zhao, Jianer Chen, Yao Xiang: Research on Multi-valued and Multi-labeled Decision Trees. 247-254

Clustering

• 
  Zhong Qu, Lian Wang: A Spatial Clustering Algorithm Based on SOFM. 255-262
• 
  Min Wang, Aiping Wang, Anbo Li: Mining Spatial-temporal Clusters from Geo-databases. 263-270
• 
  Guojun Gan, Jianhong Wu, Zijiang Yang: A Fuzzy Subspace Algorithm for Clustering High Dimensional Data. 271-278
• 
  Won-Jung Yoon, Sang-Hun Oh, Kyu-Sik Park: Robust Music Information Retrieval on Mobile Network Based on Multi-Feature Clustering. 279-283
• 
  Tianming Hu, Liping Liu, Chao Qu, Sam Yuan Sung: Joint Cluster Based Co-clustering for Clustering Ensembles. 284-295
• 
  Guandong Xu, Yanchun Zhang, Rezaul K. Begg: Mining Gait Pattern for Clinical Locomotion Diagnosis Based on Clustering Techniques. 296-307
• 
  Huilan Luo, Fansheng Kong, Yixiao Li: Combining Multiple Clusterings Via k-Modes Algorithm. 308-315
• 
  Ke-Bing Zhang, Mehmet A. Orgun, Kang Zhang: HOV³: An Approach to Visual Cluster Analysis. 316-327
• 
  William-Chandra Tjhi, Lihui Chen: A New Fuzzy Co-clustering Algorithm for Categorization of Datasets with Overlapping Clusters. 328-339
• 
  Jun Sun, Wenbo Xu, Bin Ye: Quantum-Behaved Particle Swarm Optimization Clustering Algorithm. 340-347
• 
  Huilan Luo, Fansheng Kong, Yixiao Li: Clustering Mixed Data Based on Evidence Accumulation. 348-355
• 
  Yuhai Zhao, Guoren Wang, Ying Yin, Guangyu Xu: Mining Maximal Local Conserved Gene Clusters from Microarray Data. 356-363

Novel Algorithms

• 
  Huaxiang Zhang, Peide Liu: A Novel P2P Information Clustering and Retrieval Mechanism. 364-371
• 
  Sung Ho Ha, Sung Min Bae: Keeping Track of Customer Life Cycle to Build Customer Relationship. 372-379
• 
  Hesuan Hu, ZhiWu Li, Anrong Wang: Mining of Flexible Manufacturing System Using Work Event Logs and Petri Nets. 380-387
• 
  Yanping Lv, Shaozi Li, Changle Zhou, Wenzhong Guo, Zhengming Xu: Improved Genetic Algorithm for Multiple Sequence Alignment Using Segment Profiles (GASP). 388-395
• 
  Shuzhong Yang, Siwei Luo, Jianyu Li: A Novel Visual Clustering Algorithm for Finding Community in Complex Network. 396-403
• 
  Bo Yang: Self-Organizing Network Evolving Model for Mining Network Community Structure. 404-415
• 
  David Da Costa, Gilles Venturini: An Interactive Visualization Environment for Data Exploration Using Points of Interest. 416-423
• 
  Tae Hyup Roh: Forecasting the Volatility of Stock Price Index. 424-435
• 
  Tran Minh Quang, Shigeru Oyanagi, Katsuhiro Yamazaki: ExMiner: An Efficient Algorithm for Mining Top-K Frequent Patterns. 436-447
• 
  Shuang-Cheng Wang, Xiao-Lin Li, Hai-Yan Tang: Learning Bayesian Networks Structure with Continuous Variables. 448-456
• 
  Peng Liu, Naijun Wu, Jiaxian Zhu, Junjie Yin, Wei Zhang: A Unified Strategy of Feature Selection. 457-464
• 
  Keunjoon Lee, Jinu Joo, Jihoon Yang, Vasant Honavar: Experimental Comparison of Feature Subset Selection Using GA and ACO Algorithm. 465-472
• 
  Zhi He, Shengfeng Tian, Houkuan Huang: OMVD: An Optimization of MVD. 473-484
• 
  Maojin Jiang, Shlomo Argamon, Abdur Chowdhury, Kush Sidhu: ZED: Explaining Temporal Variations in Query Volume. 485-492
• 
  Ming Leng, Songnian Yu: An Effective Multi-level Algorithm for Bisecting Graph. 493-500
• 
  Sanghack Lee, Jihoon Yang, Sungyong Park: A New Polynomial Time Algorithm for Bayesian Network Structure Learning. 501-508
• 
  Ming-Hua Yang, Zhi-Min Gu: Personalized Recommendation Based on Partial Similarity of Interests. 509-516
• 
  Jan Peter Patist: A Fast Implementation of the EM Algorithm for Mixture of Multinomials. 517-524
• 
  Xiaoli Li, Yong He: A Novel Approach to Pattern Recognition Based on PCA-ANN in Spectroscopy. 525-532
• 
  Yao Chen, Yuntao Qian: Semi-supervised Dynamic Counter Propagation Network. 533-541
• 
  Guanghui Yan, Zhanhuai Li, Liu Yuan: The Practical Method of Fractal Dimensionality Reduction Based on Z-Ordering Technique. 542-549
• 
  Peter Schenkel, Wanqing Li, Wanquan Liu: Feature Selection for Complex Patterns. 550-557
• 
  Zhipeng Xie: Naïve Bayesian Tree Pruning by Local Accuracy Estimation. 558-565
• 
  Jong Hwan Suh, Sang Park: A New Visualization Method for Patent Map: Application to Ubiquitous Computing Technology. 566-573
• 
  Jangsun Baek, Young Sook Son: Local Linear Logistic Discriminant Analysis with Partial Least Square Components. 574-581
• 
  Longbing Cao: Activity Mining: Challenges and Prospects. 582-593
• 
  Gang Li, Dong Liu, Yiqing Tu, Yangdong Ye: Finding the Optimal Cardinality Value for Information Bottleneck Method. 594-605
• 
  Li Wan, Bin Wu, Nan Du, Qi Ye, Ping Chen: A New Algorithm for Enumerating All Maximal Cliques in Complex Network. 606-617
• 
  Ding Pan: Modeling and Mining the Rule Evolution. 618-625
• 
  Qihe Liu, Leiting Chen, Jianzhong Zhang, Fan Min: Knowledge Reduction in Inconsistent Decision Tables. 626-635

Text Mining

• 
  Chong Huang, YongHong Tian, Tiejun Huang, Wen Gao: Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining. 636-643
• 
  Yan Zheng, Xiaochun Cheng, Ronghuai Huang, Yi Man: A Comparative Study on Text Clustering Methods. 644-651
• 
  Ping Gu, Qingsheng Zhu, Xiping He: Concept Based Text Classification Using Labeled and Unlabeled Data. 652-660
• 
  Marco Degemmis, Pasquale Lops, Giovanni Semeraro: Learning Semantic User Profiles from Text. 661-672

Multimedia Mining

• 
  Yaqin Zhao, Xianzhong Zhou, Guizhong Tang: Audiovisual Integration for Racquet Sports Video Retrieval. 673-680
• 
  David R. Hardoon, Craig Saunders, Sándor Szedmák, John Shawe-Taylor: A Correlation Approach for Automatic Image Annotation. 681-692

Sequential Data Mining and Time Series Mining

• 
  Ming-Yen Lin, Sue-Chen Hsueh, Chia-Wen Chang: Fast Discovery of Time-Constrained Sequential Patterns Using Time-Indexes. 693-701
• 
  Yang Jin, Wanli Zuo: Multi-dimensional Sequential Pattern Mining Based on Concept Lattice. 702-710
• 
  Linjun Yin, Guoren Wang, Keming Mao, Yuhai Zhao: Mining Time-Delayed Coherent Patterns in Time Series Gene Expression Data. 711-722
• 
  Haijie Gu, Gang Rong: Mining Delay in Streaming Time Series of Industrial Process. 723-730
• 
  Guangjie Ling, Yuntao Qian, Sen Jia: Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling. 731-740
• 
  Dan Sun, Jun Meng, Zongyuan He: Diagnosis of Inverter Faults in PMSM DTC Drive Using Time-Series Data Mining Technique. 741-748
• 
  Jun Meng, Dan Sun, Zhiyong Li: Applications of Data Mining Time Series to Power Systems Disturbance Analysis. 749-760
• 
  Lei Chang, Dongqing Yang, Shiwei Tang, Tengjiao Wang: Mining Compressed Sequential Patterns. 761-768
• 
  Jun Hua Zhao, Zhao Yang Dong, Zhao Xu: Effective Feature Preprocessing for Time Series Forecasting. 769-781
• 
  Jianrong Hou, Hui Zhao, Pei Huang: On Similarity of Financial Data Series Based on Fractal Dimension. 782-789

Web Mining

• 
  Jie Han, Yong Yu, Chenxi Lin, Dingyi Han, Gui-Rong Xue: A Hierarchical Model of Web Graph. 790-797
• 
  Rui Li, Shenghua Bao, Jin Wang, Yuanjie Liu, Yong Yu: Web Scale Competitor Discovery Using Mutual Information. 798-808

Biomedical Mining

• 
  Yutao Ma, Yonghong Peng: Co-expression Gene Discovery from Microarray for Integrative Systems Biology. 809-818
• 
  Heon Gyu Lee, Kiyong Noh, Bum Ju Lee, Ho-Sun Shon, Keun Ho Ryu: Cardiovascular Disease Diagnosis Method by Emerging Patterns. 819-826
• 
  Phasit Charoenkwan, Aompilai Manorat, Jeerayut Chaijaruwanich, Sukon Prasitwattanaseree, Sakarindr Bhumiratana: DNA Microarray Data Clustering by Hidden Markov Models and Bayesian Information Criterion. 827-834
• 
  Jeerayut Chaijaruwanich, Jamlong Khamphachua, Sukon Prasitwattanaseree, Saradee Warit, Prasit Palittapongarnpim: Application of Factor Analysis on Mycobacterium Tuberculosis Transcriptional Responses for Drug Clustering, Drug Target, and Pathway Detections. 835-844
• 
  Cong Phuong Nguyen, Thi Ngoc Yen Pham, Eric Castelli: First Steps to an Audio Ontology-Based Classifier for Telemedicine. 845-855
• 
  Ashkan Sami: Obstacles and Misunderstandings Facing Medical Data Mining. 856-863
• 
  Shulin Wang, Ji Wang, Huowang Chen, Boyun Zhang: SVM-Based Tumor Classification with Gene Expression Data. 864-870
• 
  Wagner Rodrigo Weinert, Heitor S. Lopes: GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming. 871-880

Advanced Applications

• 
  Shuguang Zhao, Mingying Zhao, Jin Li, Change Wang: CBR-Based Knowledge Discovery on Results of Evolutionary Design of Logic Circuits. 881-888
• 
  Rayner Alfred, Dimitar Kazakov: Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making. 889-898
• 
  Marlon Núñez, Rafael Morales: Extreme Value Dependence in Problems with a Changing Causation Structure. 899-910
• 
  Jong-Min Kim, Hwan-Seok Yang: A Study on Object Recognition Technology Using PCA in the Variable Illumination. 911-918
• 
  Yanbing Liu, Menghao Wang: Pattern Recurring in Three-Dimensional Graph Based on Data Mining. 919-926
• 
  Zhenhua Huang, Wei Wang: Mining the Useful Skyline Set Based on the Acceptable Difference. 927-933
• 
  Jinkang Jia, Changjia Chen: Modeling Information-Sharing Behaviors in BitTorrent System Based on Real Measurement. 934-946
• 
  Jie Sun, Xiao-Feng Hui: Financial Distress Prediction Based on Similarity Weighted Voting CBR. 947-958
• 
  Jae Sik Lee, Jin Chun Lee: Customer Churn Prediction by Hybrid Model. 959-966
• 
  Qing Li, Licheng Jiao: Base Vector Selection for Kernel Matching Pursuit. 967-976
• 
  R. Pradeep Kumar, P. Nagabhushan: WaveSim Transform for Multi-channel Signal Data Mining Through Linear Regression PCA . 977-984
• 
  Yue Zhao, Ciwen Xu, Yongcun Cao: Research on Query-by-Committee Method of Active Learning and Application. 985-991
• 
  Yantao Pan, Wei Peng, Xicheng Lu: Traffic Management Genetic Algorithm Supporting Data Mining and QoS in Sensor Networks. 992-999
• 
  Haiyan Cen, Yidan Bao, Min Huang, Yong He: Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra. 1000-1007
• 
  Tingting He, Guozhong Qu, Siwei Li, Xinhui Tu, Yong Zhang, Han Ren: Semi-automatic Hot Event Detection. 1008-1016

Security and Privacy Issues

• 
  Hua Li, Glena Greene, Rafael Alonso: Profile-Based Security Against Malicious Mobile Agents. 1017-1024
• 
  Usman Tariq, Manpyo Hong, Kyung-suk Lhee: A Comprehensive Categorization of DDoS Attack and DDoS Defense Techniques. 1025-1036
• 
  Nasrullah Memon, Henrik Legind Larsen: Structural Analysis and Mathematical Methods for Destabilizing Terrorist Networks Using Investigative Data Mining. 1037-1048
• 
  Moon Sun Shin, Kyeong Ja Jeong: Alert Correlation Analysis in Intrusion Detection. 1049-1056

Spatial Data Mining

• 
  Ashkan Sami, Ryoichi Nagatomi, Makoto Takahashi, Takeshi Tokuyama: OSDM: Optimized Shape Distribution Method. 1057-1064
• 
  Shuliang Wang, Hanning Yuan: View-Angle of Spatial Data Mining. 1065-1076

Streaming Data Mining

• 
  Tzu-Chiang Wu, Arbee L. P. Chen: Maintaining Moving Sums over Data Streams. 1077-1084
• 
  Zhi-jun Xie, Hong Chen, Cuiping Li: MFIS-Mining Frequent Itemsets on Data Streams. 1085-1093
• 
  Yong Wang, Zhanhuai Li, Yang Zhang, Longbo Zhang, Yun Jiang: Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts. 1094-1106

last updated on Tue May 21 01:48:32 2013 by the dblp team
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