5. ADMA 2009: Beijing, China

Keynotes

• Edward Y. Chang:
  Confucius and "Its" Intelligent Disciples. 1
  
• Charles Ling:
  From Machine Learning to Child Learning. 2
  
• Daniel S. Yeung:
  Sensitivity Based Generalization Error for Supervised Learning Problems with Application in Feature Selection. 3
  
• Longbing Cao:
  Data Mining in Financial Markets. 4
  

Regular Papers

• Julien Ah-Pine:
  Cluster Analysis Based on the Central Tendency Deviation Principle. 5-18
  
• Rayner Alfred:
  A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization. 19-30
  
• Kerstin Bischoff, Claudiu S. Firan, Cristina Kadar, Wolfgang Nejdl, Raluca Paiu:
  Automatically Identifying Tag Types. 31-42
  
• Kerstin Bischoff, Claudiu S. Firan, Mihai Georgescu, Wolfgang Nejdl, Raluca Paiu:
  Social Knowledge-Driven Music Hit Prediction. 43-54
  
• Hanen Brahmi, Tarek Hamrouni, Riadh Ben Messaoud, Sadok Ben Yahia:
  Closed Non Derivable Data Cubes Based on Non Derivable Minimal Generators. 55-66
  
• Hanxiong Chen, Jianquan Liu, Kazutaka Furuse, Jeffrey Xu Yu, Nobuo Ohbo:
  Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions. 67-78
  
• Anqi Cui, Hua Xu, Peifa Jia:
  Anti-germ Performance Prediction for Detergents Based on Elman Network on Small Data Sets. 79-90
  
• Jianwei Cui, Pei Li, Hongyan Liu, Jun He, Xiaoyong Du:
  A Neighborhood Search Method for Link-Based Tag Clustering. 91-103
  
• Zhengbin Dong, Wenjie Wu, Xiujun Ma, Kunqing Xie, Fengjun Jin:
  Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years. 104-115
  
• Lei Duan, Changjie Tang, Liang Tang, Tianqing Zhang, Jie Zuo:
  Mining Class Contrast Functions by Gene Expression Programming. 116-127
  
• Haytham Elghazel, Khalid Benabdeslem, Hamamache Kheddouci:
  McSOM: Minimal Coloring of Self-Organizing Map. 128-139
  
• Shi Feng, Daling Wang, Ge Yu, Chao Yang, Nan Yang:
  Chinese Blog Clustering by Hidden Sentiment Factors. 140-151
  
• Yan Gao, Ming Yang, Alok Choudhary:
  Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach. 152-164
  
• Chuangguang Huang, Jian Yin, Jing Wang, Lirong Zheng:
  Collaborative Filtering Recommendation Algorithm Using Dynamic Similar Neighbor Probability. 165-174
  
• Xu Jia, Yuanzhe Cai, Hongyan Liu, Jun He, Xiaoyong Du:
  Calculating Similarity Efficiently in a Small World. 175-187
  
• Rachsuda Jiamthapthaksin, Christoph F. Eick, Ricardo Vilalta:
  A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining. 188-199
  
• Stefan Lessmann, Stefan Voß:
  Feature Selection in Marketing Applications. 200-208
  
• Guichong Li, Nathalie Japkowicz, Trevor J. Stocki, R. Kurt Ungar:
  Instance Selection by Border Sampling in Multi-class Domains. 209-221
  
• Jiming Liu, Chao Gao, Ning Zhong:
  Virus Propagation and Immunization Strategies in Email Networks. 222-233
  
• Xiaoming Liu, Jinshan Tang, Jun Liu, Zhilin Feng, Zhaohui Wang:
  Semi-supervised Discriminant Analysis Based on Dependence Estimation. 234-245
  
• Wei Lu, Zheng-an Yao:
  Nearest Neighbor Tour Circuit Encryption Algorithm Based Random Isomap Reduction. 246-252
  
• Tomonari Masada, Tsuyoshi Hamada, Yuichiro Shibata, Kiyoshi Oguri:
  Bayesian Multi-topic Microarray Analysis with Hyperparameter Reestimation. 253-264
  
• Tomonobu Ozaki, Takenao Ohkawa:
  Discovery of Correlated Sequential Subgraphs from a Sequence of Graphs. 265-276
  
• Qiang Qiu, Yang Zhang, Junping Zhu, Wei Qu:
  Building a Text Classifier by a Keyword and Wikipedia Knowledge. 277-287
  
• MingJie Tang, YuanChun Zhou, Peng Cui, Weihang Wang, Jinyan Li, Haiting Zhang, YuanSheng Hou, BaoPing Yan:
  Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis. 288-301
  
• Cheng-Fa Tsai, Chien-Sheng Chiu:
  GOD-CS: A New Grid-Oriented Dissection Clustering Scheme for Large Databases. 302-313
  
• Jinlong Wang, Ke Gao, Yang Jiao, Gang Li:
  Study on Ensemble Classification Methods towards Spam Filtering. 314-325
  
• Yan Wang, Jianguo Lu, Jessica Chen:
  Crawling Deep Web Using a New Set Covering Algorithm. 326-337
  
• Yanbo J. Wang, Frans Coenen, Robert Sanderson:
  A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification. 338-349
  
• Yitong Wang, Xiaojun Feng:
  A Potential-Based Node Selection Strategy for Influence Maximization in a Social Network. 350-361
  
• Yu Wu, Yuanxiang Li, Xing Xu:
  A Novel Component-Based Model and Ranking Strategy in Constrained Evolutionary Optimization. 362-373
  
• Hui Yang, Ajay Mysore, Sharonda Wallace:
  A Semi-supervised Topic-Driven Approach for Clustering Textual Answers to Survey Questions. 374-385
  
• Pei Yang, Qi Tan, Hao Xu, Yehua Ding:
  An Information-Theoretic Approach for Multi-task Learning. 386-396
  
• Xiaoming Zhang, Zhoujun Li:
  Online New Event Detection Based on IPLSA. 397-408
  

Short Papers

• Rayner Alfred:
  Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory. 409-416
  
• Fodé Camara, Samba Ndiaye, Yahya Slimani:
  A Secure Protocol to Maintain Data Privacy in Data Mining. 417-426
  
• Yong Cheng, Qingyong Li:
  Transfer Learning with Data Edit. 427-434
  
• Ali Daud, Juanzi Li, Lizhu Zhou, Faqir Muhammad:
  Exploiting Temporal Authors Interests via Temporal-Author-Topic Modeling. 435-443
  
• Hui Fang, Wen-Jing Hsu, Larry Rudolph:
  Mining User Position Log for Construction of Personalized Activity Map. 444-452
  
• JuiHsi Fu, SingLing Lee:
  A Multi-Strategy Approach to KNN and LARM on Small and Incrementally Induced Prediction Knowledge. 453-460
  
• Wensheng Guo, Guohe Li:
  Predicting Click Rates by Consistent Bipartite Spectral Graph Model. 461-468
  
• Liangxiu Han, Jano I. van Hemert, Richard A. Baldock, Malcolm P. Atkinson:
  Automating Gene Expression Annotation for Mouse Embryo. 469-478
  
• Deyong Hu, Bin Wu, Qi Ye, Bai Wang:
  Structure Correlation in Mobile Call Networks. 479-486
  
• Tianming Hu, Ji Ouyang, Chao Qu, Chuanren Liu:
  Initialization of the Neighborhood EM Algorithm for Spatial Clustering. 487-495
  
• Hamidah Jantan, Abdul Razak Hamdan, Zulaiha Ali Othman:
  Classification Techniques for Talent Forecasting in Human Resource Management. 496-503
  
• ShengYi Jiang, Wen Yu:
  A Combination Classification Algorithm Based on Outlier Detection and C4.5. 504-511
  
• ShengYi Jiang, Wen Yu:
  A Local Density Approach for Unsupervised Feature Discretization. 512-519
  
• Qiao Li, Wenjia Wang, Alexander J. MacGregor, George Smith:
  A Hybrid Method of Multidimensional Scaling and Clustering for Determining Genetic Influence on Phenotypes. 520-527
  
• Xin Li, Zhi-Hong Deng, Hao Ma, Shi-Wei Tang, Bei Zhang:
  Mining Frequent Patterns from Network Data Flow. 528-535
  
• Zhiyong Lin, Zhifeng Hao, Xiaowei Yang, Xiaolan Liu:
  Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning. 536-544
  
• Yaling Liu, Arvin Agah:
  Crawling and Extracting Process Data from the Web. 545-552
  
• Yuhai Liu, Lin-Tao Ma, Ning Yang, Ying He:
  Asymmetric Feature Selection for BGP Abnormal Events Detection. 553-560
  
• Yong Beom Ma, Tae-young Kim, Seung Hyeon Song, Jong Sik Lee:
  Analysis and Experimentation of Grid-Based Data Mining with Dynamic Load Balancing. 561-568
  
• Tu-Anh Nguyen-Hoang, Kiem Hoang, Danh Bui-Thi, Anh-Thy Nguyen:
  Incremental Document Clustering Based on Graph Model. 569-576
  
• Adam Pantanowitz, Tshilidzi Marwala:
  Evaluating the Impact of Missing Data Imputation. 577-586
  
• Minghao Piao, Jong Bum Lee, Khalid E. K. Saeed, Keun Ho Ryu:
  Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease. 587-594
  
• Budi Santosa:
  Application of the Cross-Entropy Method to Dual Lagrange Support Vector Machine. 595-602
  
• Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan:
  A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation. 603-610
  
• Chuan Shi, Dan Zhou, Bin Wu, Jian Liu:
  VisNetMiner: An Integration Tool for Visualization and Analysis of Networks. 611-618
  
• Stefan Jan Skudlarek, Hirosuke Yamamoto:
  Anomaly Detection Using Time Index Differences of Identical Symbols with and without Training Data. 619-626
  
• Xiaoke Su, Yang Lan, Renxia Wan, Yuming Qin:
  An Outlier Detection Algorithm Based on Arbitrary Shape Clustering. 627-635
  
• Shiliang Sun, Jinbo Li:
  A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals. 636-643
  
• Ashish Sureka, Pranav Prabhakar Mirajkar, Prasanna Nagesh Teli, Girish Agarwal, Sumit Kumar Bose:
  Semantic Based Text Classification of Patent Documents to a User-Defined Taxonomy. 644-651
  
• Yongxin Tong, Zhao Li, Dan Yu, Shilong Ma, Zhiyuan Cheng, Ke Xu:
  Mining Compressed Repetitive Gapped Sequential Patterns Efficiently. 652-660
  
• Mario Linares Vásquez, Fabio Augusto González Osorio, Diego Fernando Hernández Losada:
  Mining Candlesticks Patterns on Stock Series: A Fuzzy Logic Approach. 661-670
  
• Li Wan, Jianxin Liao, Chun Wang, Xiaomin Zhu:
  JCCM: Joint Cluster Communities on Attribute and Relationship Data in Social Networks. 671-679
  
• Chenying Wang, Xiaojie Yuan, Hua Ning, Xin Lian:
  Similarity Evaluation of XML Documents Based on Weighted Element Tree Model. 680-687
  
• Hongmei Wang, Sanghyuk Lee, Jaehyung Kim:
  Quantitative Comparison of Similarity Measure and Entropy for Fuzzy Sets. 688-695
  
• Hongwei Wang, Hongyun Luo, Zhiyuan Han, Qunpeng Zhong:
  Investigation of Damage Identification of 16Mn Steel Based on Artificial Neural Networks and Data Fusion Techniques in Tensile Test. 696-703
  
• Song Wang, Fan Min, Zhihai Wang, Tianyu Cao:
  OFFD: Optimal Flexible Frequency Discretization for Naïve Bayes Classification. 704-712
  
• Xiaoqin Wang, Huaxiang Zhang:
  Handling Class Imbalance Problems via Weighted BP Algorithm. 713-720
  
• Yong Wang, Yonggang Hu, Yi Wu:
  Orthogonal Centroid Locally Linear Embedding for Classification. 721-728
  
• Weiji Xiao, Jianqing Xi:
  CCBitmaps: A Space-Time Efficient Index Structure for OLAP. 729-735
  
• Xiaoshuang Xu, Yucai Feng, Feng Wang, Yingbiao Zhou:
  Rewriting XPath Expressions Depending on Path Summary. 736-744
  
• Chengzhi Zhang:
  Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents. 745-754
  
• Feng Zhang, Gansen Zhao, Tingyan Xing:
  Privacy-Preserving Distributed k-Nearest Neighbor Mining on Horizontally Partitioned Multi-Party Data. 755-762
  
• Lei Zhang, Xiang-Wu Meng, Jun-Liang Chen, Si-Cheng Xiong, Kun Duan:
  Alleviating Cold-Start Problem by Using Implicit Feedback. 763-771
  
• Xue-Min Zhang, Zijiao Shen, Xin Luo, Chunhui Su, Jiaqi Wang:
  Learning from Video Game: A Study of Video Game Play on Problem-Solving. 772-779
  
• Rong Zhu, Min Yao, Yiming Liu:
  Image Classification Approach Based on Manifold Learning in Web Image Mining. 780-787
  
• Tian Zhu, Bin Wu, Bai Wang:
  Social Influence and Role Analysis Based on Community Structure in Social Network. 788-795
  
• Hao-Dong Zhu, Xiang-Hui Zhao, Yong Zhong:
  Feature Selection Method Combined Optimized Document Frequency with Improved RBF Network. 796-803