2. ADMA 2006: Xi'an, China

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 R. 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