| Keynotes |
| Confucius and "Its" Intelligent Disciples / Edward Y. Chang |
| From Machine Learning to Child Learning / Charles Ling |
| Sensitivity Based Generalization Error for Supervised Learning Problems with Application in Feature Selection / Daniel S. Yeung |
| Data Mining in Financial Markets / Longbing Cao |
| Regular Papers |
| Cluster Analysis Based on the Central Tendency Deviation Principle / Julian Ah-Pine |
| A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization / Rayner Alfred |
| Automatically Identifying Tag Types / Kerstin Bischoff ; Claudiu S. Firan ; Cristina Kadar ; Wolfgang Nejdl ; Raluca Paiu |
| Social Knowledge-Driven Music Hit Prediction / Mihai Georgescu |
| Closed Non Derivable Data Cubes Based on Non Derivable Minimal Generators / Hanen Brahmi ; Tarek Hamrouni ; Riadh Ben Messaoud ; Sadok Ben Yahia |
| Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions / Hanxiong Chen ; Jianquan Liu ; Kazutaka Furuse ; Jeffrey Xu Yu ; Nobuo Ohbo |
| Anti-germ Performance Prediction for Detergents Based on Elman Network on Small Data Sets / Anqi Cut ; Hua Xu ; Peifa Jia |
| A Neighborhood Search Method for Link-Based Tag Clustering / Jianwei Cui ; Pei Li ; Hongyan Liu ; Jun He ; Xiaoyong Du |
| Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years / Zhengbin Dong ; Wenjie Wu ; Xiujun Ma ; Kunqing Xie ; Fengjun Jin |
| Mining Class Contrast Functions by Gene Expression Programming / Lei Duan ; Changjie Tang ; Liang Tang ; Tianging Zhang ; Jie Zuo |
| McSOM: Minimal Coloring of Self-Organizing Map / Haytham Elghazel ; Khalid Benabdeslem ; Hamamache Kheddouci |
| Chinese Blog Clustering by Hidden Sentiment Factors / Shi Feng ; Dating Wang ; Ge Yu ; Chao Yang ; Nan Yang |
| Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach / Yan Gao ; Ming Yang ; Alok Choudhary |
| Collaborative Filtering Recommendation Algorithm Using Dynamic Similar Neighbor Probability / Chuangguang Huang ; Jian Yin ; Jing Wang ; Lirong Zheng |
| Calculating Similarity Efficiently in a Small World / Xu Jia ; Yuanzhe Cai |
| A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining / Rachsuda Jiamthapthaksin ; Ghristoph F. Eick ; Ricardo Vilalta |
| Feature Selection in Marketing Applications / Stefan Lessmann ; Stefan Voß |
| Instance Selection by Border Sampling in Multi-class Domains / Guichong Li ; Nathalie Japkowicz ; Trevor J. Stocki ; R. Kurt Ungar |
| Virus Propagation and Immunization Strategies in Email Networks / Jiming Liu ; Chao Gao ; Ning Zhong |
| Semi-supervised Discriminant Analysis Based on Dependence Estimation / Xiaoming Liu ; J, Tang ; Jun Liu ; Zhilin Feng ; Zhaohui Wang |
| Nearest Neighbor Tour Circuit Encryption Algorithm Based Random Isomap Reduction / Wei Lu ; Zheng-an Yao |
| Bayesian Multi-topic Microarray Analysis with Hyperparameter Reestimation / Tomonari Masada ; Tsuyoshi Hamada ; Yuichiro Shibata ; Kiyoshi Oguri |
| Discovery of Correlated Sequential Subgraphs from a Sequence of Graphs / Tomonobu Ozaki ; Takenao Ohkawa |
| Building a Text Classifier by a Keyword and Wikipedia Knowledge / Qiang Qiu ; Yang Zhang ; Junping Zhu ; Wei Qu |
| Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis / MingJie Tang ; YuanChun Zhou ; Peng Cui ; Weihang Wang ; Jinyan Li ; Haiting Zhang ; YuanSheng Hou ; BaoPing Yan |
| GOD-CS: A New Grid-Oriented Dissection Clustering Scheme for Large Databases / Cheng-Fa Tsai ; Chien-Sheng Chiu |
| Study on Ensemble Classification Methods towards Spam Filtering / Jinlong Wang ; Ke Gao ; Yang Jiao ; Gang Li |
| Crawling Deep Web Using a New Set Covering Algorithm / Yan Wang ; Jianguo Lu ; Jessica Chen |
| A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification / Yanbo J. Wang ; Frans Coenen ; Robert Sanderson |
| A Potential-Based Node Selection Strategy for Influence Maximization in a Social Network / Yitong Wang ; Xiaojun Feng |
| A Novel Component-Based Model and Ranking Strategy in Constrained Evolutionary Optimization / Yu Wu ; Yuanxiang Li ; Xing Xu |
| A Semi-supervised Topic-Driven Approach for Clustering Textual Answers to Survey Questions / Hui Yang ; Ajay Mysore ; Sharonda Wallace |
| An Information-Theoretic Approach for Multi-task Learning / Pei Yang ; Qi Tan ; Hao Xu ; Yehua Ding |
| Online New Event Detection Based on IPLSA / Xiaoming Zhang ; Zhoujun Li |
| Short Papers |
| Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory |
| A Secure Protocol to Maintain Data Privacy in Data Mining / Fode Camara ; Samba Ndiaye ; Yahya Slimani |
| Transfer Learning with Data Edit / Yong Cheng ; Qingyong Li |
| Exploiting Temporal Authors Interests via Temp oral-Author-Topic Modeling / Ali Daud ; Juanzi Li ; Lizhu Zhou ; Faqir Muhammad |
| Mining User Position Log for Construction of Personalized Activity Map / Hui Fang ; Wen-Jing Hsu ; Larry Rudolph |
| A Multi-Strategy Approach to KNN and LARM on Small and Incrementally Induced Prediction Knowledge / JuiHsi Fit ; SingLing Lee |
| Predicting Click Rates by Consistent Bipartite Spectral Graph Model / Wensheng Guo ; Guohe Li |
| Automating Gene Expression Annotation for Mouse Embryo / Liangxiu Han ; Jano van Hemert ; Richard Baldock ; Malcolm Atkinson |
| Structure Correlation in Mobile Call Networks / Deyong Hu ; Bin Wu ; Qi Ye ; Bai Wang |
| Initialization of the Neighborhood EM Algorithm for Spatial Clustering / Tianming Hu ; Ji Ouyang ; Chao Qu ; Chuanren Liu |
| Classification Techniques for Talent Forecasting in Human Resource Management / Hamidah Jantan ; Abdul Razak Hamdan ; Zulaiha Ali Othman |
| A Combination Classification Algorithm Based on Outlier Detection and C4.5 / Sheng Yi Jiang ; Wen Yu |
| A Local Density Approach for Unsupervised Feature Discretization / ShengYi Jiang |
| A Hybrid Method of Multidimensional Scaling and Clustering for Determining Genetic Influence on Phenotypes / Qiao Li ; Wenjia Wang ; Alexander J. MacGregor ; George Smith |
| Mining Frequent Patterns from Network Data Flow / Xin Li ; Zhi-Hong Deng ; Hao Ma ; Shi-Wei Tang ; Bei Zhang |
| Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning / ZhiYong Lin ; ZhiFeng Hao ; Xiao Wei Yang ; XiaoLan Liu |
| Crawling and Extracting Process Data from the Web / Yaling Liu ; Arvin Agah |
| Asymmetric Feature Selection for BGP Abnormal Events Detection / Yuhai Liu ; Lintao Ma ; Ning Yang ; Ying He |
| Analysis and Experimentation of Grid-Based Data Mining with Dynamic Load Balancing / Yong Beom Ma ; Tae Young Kim ; Seung Hyeon Song ; Jong Sik Lee |
| Incremental Document Clustering Based on Graph Model / Tu-Anh Nguyen-Hoang ; Kiem Hoang ; Danh Bui-Thi ; Anh-Thy Nguyen |
| Evaluating the Impact of Missing Data Imputation / Adam Pantanowitz ; Tshilidzi Marwala |
| Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease / Minghao Piao ; Jong Bum Lee ; Khalid E.K. Saeed ; Keun Ho Ryu |
| Application of the Cross-Entropy Method to Dual Lagrange Support Vector Machine / Budi Santosa |
| A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation / Faizah Shaari ; Azuraliza Abu Bakar |
| VisNetMiner: An Integration Tool for Visualization and Analysis of Networks / Chuan Shi ; Dan Zhou ; Jian Liu |
| Anomaly Detection Using Time Index Differences of Identical Symbols with and without Training Data / Stefan Jan Skudlarek ; Hirosuke Yamamoto |
| An Outlier Detection Algorithm Based on Arbitrary Shape Clustering / Xiaoke Su ; Yang Lan ; Renxia Wan ; Yuming Qin |
| A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals / Shiliang Sun ; Jinbo Li |
| Semantic Based Text Classification of Patent Documents to a User-Defined Taxonomy / Ashish Sureka ; Pranav Prabhakar Mirajkar ; Prasanna Nagesh Teli ; Girish Agarwal ; Sumit Kumar Bose |
| Mining Compressed Repetitive Gapped Sequential Patterns Efficiently / Yongxin Tong ; Li Zhao ; Dan Yu ; Shilong Ma ; Zhiyuan Cheng ; Kt Xu |
| Mining Candlesticks Patterns on Stock Series: A Fuzzy Logic Approach / Mario Linares Vásquez ; Fabio Augusto González Osorio ; Diego Fernando Hernández Losada |
| JCCM: Joint Cluster Communities on Attribute and Relationship Data in Social Networks / Li Wan ; Jianxin Liao ; Chun Wang ; Xiaomin Zhu |
| Similarity Evaluation of XML Documents Based on Weighted Element Tree Model / Chenying Wang ; Xiaojie Yuan ; Hua Ning ; Xin Lian |
| Quantitative Comparison of Similarity Measure and Entropy for Fuzzy Sets / Hongmei Wang ; Sanghyuk Lee ; Jaehyung Kim |
| Investigation of Damage Identification of 16Mn Steel Based on Artificial Neural Networks and Data Fusion Techniques in Tensile Test / Hongwei Wang ; Hongyun Luo ; Zhiyuan Han ; Qunpeng Zhong |
| OFFD: Optimal Flexible Frequency Discretization for Naive Bayes Classification / Song Wang ; Fan Min ; Zhihai Wang ; Tianyu Cao |
| Handling Class Imbalance Problems via Weighted BP Algorithm / Xiaoqin Wang ; Huaxiang Zhang |
| Orthogonal Centroid Locally Linear Embedding for Classification / Yong Wang ; Yonggang Hu ; Yi Wu |
| CCBitmaps: A Space-Time Efficient Index Structure for OLAP / Weiji Xiao ; Jianqing Xi |
| Rewriting XPath Expressions Depending on Path Summary / Xiaoskuang Xu ; Yucai Feng ; Feng Wang ; Yingbiao Zhou |
| Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents / Chengzhi Zhang |
| Privacy-Preserving Distributed k-Nearest Neighbor Mining on Horizontally Partitioned Multi-Party Data / Feng Zhang ; Gansen Zhao ; Tingyan Xing |
| Alleviating Cold-Start Problem by Using Implicit Feedback / Lei Zhang ; Xiang-Wu Meng ; Jun-Liang Chen ; Si-Cheng Xiong ; Kun Duan |
| Learning from Video Game: A Study of Video Game Play on Problem-Solving / Xue-Min Zhang ; Zijiao Shen ; Xin Luo ; Chunhui Su ; Jiaqi Wang |
| Image Classification Approach Based on Manifold Learning in Web Image Mining / Rong Zhu ; Min Yao ; Yiming Liu |
| Social Influence and Role Analysis Based on Community Structure in Social Network / Tian Zhu |
| Feature Selection Method Combined Optimized Document Frequency with Improved RBF Network / Bao-Dong Zhu ; Xiang-Hui Zhao ; Yong Zhong |
| Author Index |
| Keynotes |
| Confucius and "Its" Intelligent Disciples / Edward Y. Chang |
| From Machine Learning to Child Learning / Charles Ling |
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図書
