| Invited Papers |
| Warehousing and Mining Massive RFID Data Sets / Jiawei Han ; Hector Gonzalez ; Xiaolei Li ; Diego Klabjan |
| Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents / A.C. Tsoi ; M. Hagenbuchner ; A. Sperduti |
| Finding Time Series Discords Based on Haar Transform / Ada Wai-chee Fu ; Oscar Tat-Wing Leung ; Eamonn Keogh ; Jessica Lin |
| Learning with Local Drift Detection / Joao Gama ; Gladys Castillo |
| Association Rules |
| A Fast Algorithm for Maintenance of Association Rules in Incremental Databases / Xin Li ; Zhi-Hong Deng ; Shiwei Tang |
| Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules / Mehmet Kaya ; Reda Alhajj |
| Incremental Maintenance of Association Rules Based on Multiple Previously Mined Results / Zhuohua Duan ; Zixing Cai ; Yan Lv |
| Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance / Olfa Nasraoui ; Suchandra Goswami |
| S A-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases / Jinlong Wang ; Congfu Xu ; Hongwei Dan ; Yunhe Pan |
| Study of Positive and Negative Association Rules Based on Multi-confidence and Chi-Squared Test / Xiangjun Dong ; Fengrong Sun ; Xiqing Han ; Ruilian Hou |
| Efficiently Mining Maximal Frequent Mutually Associated Patterns / Zhongmei Zhou ; Zhaohui Wu ; Chunshan Wang ; Yi Feng |
| Efficiently Mining Mutually and Positively Correlated Patterns |
| Classification |
| ComEn V prs: A Novel Approach for Inducing Decision Tree Classifiers / Shuqin Wang ; Jinmao Wei ; Junping You ; Dayou Liu |
| Towards a Rough Classification of Business Travelers / Rob Law ; Thomas Bauer ; Karin Weber ; Tony Tse |
| Feature Extraction Based on Optimal Discrimination Plane in ECG Signal Classification / Dingfei Ge ; Xiao Qu |
| Music Style Classification with a Novel Bayesian Model / Yatong Zhou ; Taiyi Zhang ; Jiancheng Sun |
| Classification of Polarimetric SAR Data Based on Multidimensional Watershed Clustering / Wen Yang ; Hao Wang ; Yongfeng Cao ; Haijian Zhang |
| An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining / Daniel Neagu ; Gongde Guo ; Shanshan Wang |
| Robust Collective Classification with Contextual Dependency Network Models / Yonghong Tian ; Tiejun Huang ; Wen Gao |
| User-Centered Image Semantics Classification / Hongli Xu ; De Xu ; Fangshi Wang |
| A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications / Miyoung Shin |
| TTLSC - Transductive Total Least Square Model for Classification and Its Application in Medicine / Qun Song ; Tian Min Ma ; Nikola Kasabov |
| Forecasting Electricity Market Price Spikes Based on Bayesian Expert with Support Vector Machines / Wei Wu ; Jianzhong Zhou ; Li Mo ; Chengjun Zhu |
| Integrating Local One-Class Classifiers for Image Retrieval / Yiqing Tu ; Gang Li ; Honghua Dai |
| Incremental Discretization for Naive-Bayes Classifier / Jingli Lu ; Ying Yang ; Geoffrey I. Webb |
| Distance Guided Classification with Gene Expression Programming / Lei Duan ; Changjie Tang ; Tianqing Zhang ; Dagang Wei ; Huan Zhang |
| Research on Multi-valued and Multi-labeled Decision Trees / Hong Li ; Rui Zhao ; Jianer Chen ; Yao Xiang |
| Clustering |
| A Spatial Clustering Algorithm Based on SOFM / Zhong Qu ; Lian Wang |
| Mining Spatial-temporal Clusters from Geo-databases / Min Wang ; Aiping Wang ; Anbo Li |
| A Fuzzy Subspace Algorithm for Clustering High Dimensional Data / Guojun Gan ; Jianhong Wu ; Zijiang Yang |
| Robust Music Information Retrieval on Mobile Network Based on Multi-Feature Clustering / Won-Jung Yoon ; Sanghun Oh ; Kyu-Sik Park |
| Joint Cluster Based Co-clustering for Clustering Ensembles / Tianming Hu ; Liping Liu ; Chao Qu ; Sam Yuan Sung |
| Mining Gait Pattern for Clinical Locomotion Diagnosis Based on Clustering Techniques / Guandong Xu ; Yanchun Zhang ; Rezaul Begg |
| Combining Multiple Clusterings Via k-Modes Algorithm / Huilan Luo ; Fansheng Kong ; Yixiao Li |
| HOV[superscript 3]: An Approach to Visual Cluster Analysis / Ke-Bing Zhang ; Mehmet A. Orgun ; Kang Zhang |
| A New Fuzzy Co-clustering Algorithm for Categorization of Datasets with Overlapping Clusters / William-Chandra Tjhi ; Lihui Chen |
| Quantum-Behaved Particle Swarm Optimization Clustering Algorithm / Jun Sun ; Wenbo Xu ; Bin Ye |
| Clustering Mixed Data Based on Evidence Accumulation |
| Mining Maximal Local Conserved Gene Clusters from Microarray Data / Yuhai Zhao ; Guoren Wang ; Ying Yin ; Guangyu Xu |
| Novel Algorithms |
| A Novel P2P Information Clustering and Retrieval Mechanism / Huaxiang Zhang ; Peide Liu |
| Keeping Track of Customer Life Cycle to Build Customer Relationship / Sung Ho Ha ; Sung Min Bae |
| Mining of Flexible Manufacturing System Using Work Event Logs and Petri Nets / Hesuan Hu ; Zhiwu Li ; Anrong Wang |
| Improved Genetic Algorithm for Multiple Sequence Alignment Using Segment Profiles (GASP) / Yanping Lv ; Shaozi Li ; Changle Zhou ; Wenzhong Guo ; Zhengming Xu |
| A Novel Visual Clustering Algorithm for Finding Community in Complex Network / Shuzhong Yang ; Siwei Luo ; Jianyu Li |
| Self-Organizing Network Evolving Model for Mining Network Community Structure / Bo Yang |
| An Interactive Visualization Environment for Data Exploration Using Points of Interest / David Da Costa ; Gilles Venturini |
| Forecasting the Volatility of Stock Price Index / Tae Hyup Roh |
| ExMiner: An Efficient Algorithm for Mining Top-K Frequent Patterns / Tran Minh Quang ; Shigeru Oyanagi ; Katsuhiro Yamazaki |
| Learning Bayesian Networks Structure with Continuous Variables / Shuang-Cheng Wang ; Xiao-Lin Li ; Hai-Yan Tang |
| A Unified Strategy of Feature Selection / Peng Liu ; Naijun Wu ; Jiaxian Zhu ; Junjie Yin ; Wei Zhang |
| Experimental Comparison of Feature Subset Selection Using GA and ACO Algorithm / Keunjoon Lee ; Jinu Joo ; Jihoon Yang ; Vasant Honavar |
| OMVD: An Optimization of MVD / Zhi He ; Shengfeng Tian ; Houkuan Huang |
| ZED: Explaining Temporal Variations in Query Volume / Maojin Jiang ; Shlomo Argamon ; Abdur Chowdhury ; Kush Sidhu |
| An Effective Multi-level Algorithm for Bisecting Graph / Ming Leng ; Songnian Yu |
| A New Polynomial Time Algorithm for Bayesian Network Structure Learning / Sanghack Lee ; Sungyong Park |
| Personalized Recommendation Based on Partial Similarity of Interests / Ming-Hua Yang ; Zhi-Min Gu |
| A Fast Implementation of the EM Algorithm for Mixture of Multinomials / Jan Peter Patist |
| A Novel Approach to Pattern Recognition Based on PCA-ANN in Spectroscopy / Xiaoli Li ; Yong He |
| Semi-supervised Dynamic Counter Propagation Network / Yao Chen ; Yuntao Qian |
| The Practical Method of Fractal Dimensionality Reduction Based on Z-Ordering Technique / Guanghui Yan ; Zhanhuai Li ; Liu Yuan |
| Feature Selection for Complex Patterns / Peter Schenkel ; Wanqing Li ; Wanquan Liu |
| Naive Bayesian Tree Pruning by Local Accuracy Estimation / Zhipeng Xie |
| A New Visualization Method for Patent Map: Application to Ubiquitous Computing Technology / Jong Hwan Suh ; Sang Chan Park |
| Local Linear Logistic Discriminant Analysis with Partial Least Square Components / Jangsun Baek ; Young Sook Son |
| Activity Mining: Challenges and Prospects / Longbing Cao |
| Finding the Optimal Cardinality Value for Information Bottleneck Method / Dong Liu ; Yangdong Ye |
| A New Algorithm for Enumerating All Maximal Cliques in Complex Network / Li Wan ; Bin Wu ; Nan Du ; Qi Ye ; Ping Chen |
| Modeling and Mining the Rule Evolution / Ding Pan |
| Knowledge Reduction in Inconsistent Decision Tables / Qihe Liu ; Leiting Chen ; Jianzhong Zhang ; Fan Min |
| Text Mining |
| Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining / Chong Huang |
| A Comparative Study on Text Clustering Methods / Yan Zheng ; Xiaochun Cheng ; Ronghuai Huang ; Yi Man |
| Concept Based Text Classification Using Labeled and Unlabeled Data / Ping Gu ; Qingsheng Zhu ; Xiping He |
| Learning Semantic User Profiles from Text / M. Degemmis ; P. Lops ; G. Semeraro |
| Multimedia Mining |
| Audiovisual Integration for Racquet Sports Video Retrieval / Yaqin Zhao ; Xianzhong Zhou ; Guizhong Tang |
| A Correlation Approach for Automatic Image Annotation / David R. Hardoon ; Craig Saunders ; Sandor Szedmak ; John Shawe-Taylor |
| Sequential Data Mining and Time Series Mining |
| Fast Discovery of Time-Constrained Sequential Patterns Using Time-Indexes / Ming-Yen Lin ; Sue-Chen Hsueh ; Chia-Wen Chang |
| Multi-dimensional Sequential Pattern Mining Based on Concept Lattice / Yang Jin ; Wanli Zuo |
| Mining Time-Delayed Coherent Patterns in Time Series Gene Expression Data / Linjun Yin ; Keming Mao |
| Mining Delay in Streaming Time Series of Industrial Process / Haijie Gu ; Gang Rong |
| Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling / Guangjie Ling ; Sen Jia |
| Diagnosis of Inverter Faults in PMSM DTC Drive Using Time-Series Data Mining Technique / Dan Sun ; Jun Meng ; Zongyuan He |
| Applications of Data Mining Time Series to Power Systems Disturbance Analysis / Zhiyong Li |
| Mining Compressed Sequential Patterns / Lei Chang ; Dongqing Yang ; Tengjiao Wang |
| Effective Feature Preprocessing for Time Series Forecasting / Jun Hua Zhao ; Zhao Yang Dong ; Zhao Xu |
| On Similarity of Financial Data Series Based on Fractal Dimension / Jian-rong Hou ; Hui Zhao ; Pei Huang |
| Web Mining |
| A Hierarchical Model of Web Graph / Jie Han ; Yong Yu ; Chenxi Lin ; Dingyi Han ; Gui-Rong Xue |
| Web Scale Competitor Discovery Using Mutual Information / Rui Li ; Shenghua Bao ; Jin Wang ; Yuanjie Liu |
| Biomedical Mining |
| Co-expression Gene Discovery from Microarray for Integrative Systems Biology / Yutao Ma ; Yonghong Peng |
| Cardiovascular Disease Diagnosis Method by Emerging Patterns / Heon Gyu Lee ; Kiyong Noh ; Bum Ju Lee ; Ho-Sun Shon ; Keun Ho Ryu |
| DNA Microarray Data Clustering by Hidden Markov Models and Bayesian Information Criterion / Phasit Charoenkwan ; Aompilai Manorat ; Jeerayut Chaijaruwanich ; Sukon Prasitwattanaseree ; Sakarindr Bhumiratana |
| Application of Factor Analysis on Mycobacterium Tuberculosis Transcriptional Responses for Drug Clustering, Drug Target, and Pathway Detections / Jamlong Khamphachua ; Saradee Warit ; Prasit Palittapongarnpim |
| First Steps to an Audio Ontology-Based Classifier for Telemedicine / Cong Phuong Nguyen ; Ngoc Yen Pham ; Eric Castelli |
| Obstacles and Misunderstandings Facing Medical Data Mining / Ashkan Sami |
| SVM-Based Tumor Classification with Gene Expression Data / Shulin Wang ; Ji Wang ; Huowang Chen ; Boyun Zhang |
| GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming / Wagner R. Weinert ; Heitor S. Lopes |
| Advanced Applications |
| CBR-Based Knowledge Discovery on Results of Evolutionary Design of Logic Circuits / Shuguang Zhao ; Mingying Zhao ; Jin Li ; Change Wang |
| Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making / Rayner Alfred ; Dimitar Kazakov |
| Extreme Value Dependence in Problems with a Changing Causation Structure / Marlon Nunez ; Rafael Morales |
| A Study on Object Recognition Technology Using PCA in the Variable Illumination / Jong-Min Kim ; Hwan-Seok Yang |
| Pattern Recurring in Three-Dimensional Graph Based on Data Mining / Yanbing Liu ; Menghao Wang |
| Mining the Useful Skyline Set Based on the Acceptable Difference / Zhenhua Huang ; Wei Wang |
| Modeling Information-Sharing Behaviors in BitTorrent System Based on Real Measurement / Jinkang Jia ; Changjia Chen |
| Financial Distress Prediction Based on Similarity Weighted Voting CBR / Jie Sun ; Xiao-Feng Hui |
| Customer Churn Prediction by Hybrid Model / Jae Sik Lee ; Jin Chun Lee |
| Base Vector Selection for Kernel Matching Pursuit / Qing Li ; Licheng Jiao |
| WaveSim Transform for Multi-channel Signal Data Mining Through Linear Regression PCA / R. Pradeep Kumar ; P. Nagabhushan |
| Research on Query-by-Committee Method of Active Learning and Application / Yue Zhao ; Ciwen Xu ; Yongcun Cao |
| Traffic Management Genetic Algorithm Supporting Data Mining and QoS in Sensor Networks / Yantao Pan ; Wei Peng ; Xicheng Lu |
| Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra / Haiyan Cen ; Yidan Bao ; Min Huang |
| Semi-automatic Hot Event Detection / Tingling He ; Guozhong Qu ; Siwei Li ; Xinhui Tu ; Yong Zhang ; Han Ren |
| Security and Privacy Issues |
| Profile-Based Security Against Malicious Mobile Agents / Hua Li ; Glena Greene ; Rafael Alonso |
| A Comprehensive Categorization of DDoS Attack and DDoS Defense Techniques / Usman Tariq ; ManPyo Hong ; Kyung-suk Lhee |
| Structural Analysis and Mathematical Methods for Destabilizing Terrorist Networks Using Investigative Data Mining / Nasrullah Memon ; Henrik Legind Larsen |
| Alert Correlation Analysis in Intrusion Detection / Moon Sun Shin ; Kyeong Ja Jeong |
| Spatial Data Mining |
| OSDM: Optimized Shape Distribution Method / Ryoichi Nagatomi ; Makoto Takahashi ; Takeshi Tokuyama |
| View-Angle of Spatial Data Mining / Shuliang Wang ; Haning Yuan |
| Streaming Data Mining |
| Maintaining Moving Sums over Data Streams / Tzu-Chiang Wu ; Arbee L.P. Chen |
| MFIS-Mining Frequent Itemsets on Data Streams / Zhi-jun Xie ; Hong Chen ; Cuiping Li |
| Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts / Yong Wang ; Yang Zhang ; Longbo Zhang ; Yun Jiang |
| Author Index |
| Invited Papers |
| Warehousing and Mining Massive RFID Data Sets / Jiawei Han ; Hector Gonzalez ; Xiaolei Li ; Diego Klabjan |
| Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents / A.C. Tsoi ; M. Hagenbuchner ; A. Sperduti |
ＥＢ
