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ADMA2009_program_draft Sunday 16th August 8:30 - 16:00 Registration [Jingshi Building] Monday 17th August Lecture Hall 09:00 - 09:20 Lecture Room2 Lecture Room3 Opening Ceremony Keynote speech Chair: Jian Pei 09:20 - 10:20 Title: Confucius and "its" Intelligent Disciples Speaker: Edward Y. Chang 10:20 - 10:40 Photograph Session [In front of Yingdong Conference Hall] 10:40 - 11:00 Tea break [Second floor, Yingdong Conference Hall] 11:00 - 12:00 Session 1 Social networks (3 papers) Session 2 Text mining (3 papers) Session 3 Clustering (3 papers) • 375 A Semi-supervised Topic-driven • 272 Cluster analysis based on the Approach for Clustering Textual central tendency deviation principle Answers to Survey Questions [Full] [Full] • 376 A Hybrid Statistical Data • 215 GOD-CS: A New Pre-processing Approach for Grid-Oriented Dissection Language-independent Text Clustering Scheme for Large Classification [Full] Databases [Full] • 386 Social Influence and Role Analysis • 369 Combining Statistical Machine • 77 Initialization of the based on Community Structure in Social Learning Models to Extract Keywords Neighborhood EM Algorithm for Network [Short] from Chinese Documents [Short] Spatial Clustering [Short] • 401 Virus Propagation and Immunization Strategies in Email Networks [Full] • 402 A Potential-based Node Selection Strategy for Influence Maximization in a Social Network [Full] 12:00 - 13:30 Lunch [Buyanfang Restaurant, Eighth Floor, Jingshi Building] 13:30 - 14:30 Keynote speech Chair: Qiang Yang Title:From Machine Learning to Child Learning Speaker: Charles Ling 14:40 - 15:40 Session4 Document clustering(3 papers) Session5 Tag and social community Session6 Bioinformatics applications mining(3 papers) (3 papers) • 290 A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora • 87 Automatically Identifying Tag Based on Reduced Terms with Automatic Types [Full] Weight Optimization [Full] • 196 Bayesian Multi-topic Microarray Analysis with Hyperparameter Reestimation [Full] • 279 A Hybrid Method of • 326 Chinese Blog Clustering by Hidden • 356 A Neighborhood Search Method Multidimensional Scaling and Sentiment Factors [Full] for Link-Based Tag Clustering [Full] Clustering for Determining Genetic Influence on Phenotypes [Short] • 225 Incremental Document Clustering • 158 JCCM: Joint cluster communities • 296 Automating Gene Expression Based on Graph Model [Short] on attribute and relationship data in Annotation for Mouse Embryo social networks [Short] 15:40 - 16:00 16:00 - 18:00 [Short] Tea break [Second floor, Yingdong Conference Hall] Session 7 Spatial mining and OLAP(6 Session 8 Web search and text(6 Session 9 Machine learning(6 papers) papers) papers) • 263 Crawling Deep Web Using a New • 325 McSOM: Minimal Coloring of Set Covering Algorithm [Full] Self-Organizing Map [Full] • 403 Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions [Full] • 274 A Framework for Multi-objective Clustering and its Application to Co-location Mining [Full] • 298 Crawling and Extracting Process Data from the Web [Short] • 404 Semi-supervised Discriminant Analysis Based on Dependence Estimation [Full] • 100 Mining User Position Log for • 294 Discovering Knowledge from • 93 Nearest Neighbor Tour Circuit Construction of Personalized Activity Map Multi-relational Data Based on Encryption Algorithm Based Random [Short] Information Retrieval Theory [Short] Isomap Reduction [Full] • 405 A Novel Component-based • 191 CCBitmaps:a Space- Time Efficient • 235 Alleviating Cold-Start Problem by Model and Ranking strategy in Index Structure for OLAP [Short] using Implicit Feedback [Short] Constrained Evolutionary Optimization [Full] • 297 Closed Non Derivable Data Cubes • 57 Semantic Based Text Classification • 313 An Information-Theoretic Based on Non Derivable Minimal Generators of Patent Documents to a User-Defined Approach for Multi-task Learning [Full] Taxonomy [Short] [Full] • 32 Analysis and Experimentation of • 206 Predicting Click Rates by Grid-based Data Mining with Dynamic Load Consistent Bipartite Spectral Graph Balancing [Short] Model [Short] • 64 Transfer Learning with Data Edit [Short] Tuesday 18th August Lecture Hall 8:30 - 9:30 Keynote speech Chair: Ronghuai Huang Lecture Room2 Lecture Room3 Title: Sensitivity Based Generalization Error for Supervised Learning Problems with Application in Feature Selection Speaker: Daniel S. Yeung 9:30 - 10:00 Tea break [Second floor, Yingdong Conference Hall] 10:00 - 12:00 Session 10 Classification(6 papers) Session 11 Novel applications(6 papers) • 328 Mining Class Contrast Functions by • 90 Social Knowledge-Driven Music Hit • 171 Feature selection in marketing Gene Expression Programming [Full] Prediction [Full] applications [Full] • 106 Discovery of Migration Habitats • 389 Instance Selection by Border Sampling and Routes of Wild Bird Species by in Multi-Class Domains [Full] Clustering and Association Analysis [Full] Session 12 Classification and text mining (6 papers) • 175 A Local Density Approach for Unsupervised Feature Discretization [Short] • 354 Investigation of Damage • 184 Image Classification Approach Based Identification of 16Mn Steel Based on • 174 Asymmetric Feature Selection on Manifold Learning in Web Image Mining Artificial Neural Networks and Data for BGP Abnormal Events Detection [Short] Fusion Techniques in Tensile Test [Short] [Short] • 152 Orthogonal Centroid Locally Linear Embedding for Classification [Short] • 63 Handling Class Imbalance Problems via Weighted BP Algorithm [Short] • 134 Several SVM Ensemble Methods Integrated With Under-sampling for Imbalanced Data Learning [Short] • 44 Learning from video game: A study • 43 A Theory of Kernel Extreme of video game play on problem-solving Energy Difference for Feature [Short] Extraction of EEG Signals [Short] • 308 A Predictive Analysis on Medical Data based on Outlier Detection Method using Non-Reduct Computation [Short] • 222 Evaluating the Impact of Missing Data Imputation [Short] • 244 Feature Selection Method Combined optimized Document Frequency with Improved RBF Network [Short] • 311 A Multi-Strategy Approach to KNN and LARM on Small and Incrementally Induced Prediction Knowledge [Short] 12:00 - 13:30 Lunch [Buyanfang Restaurant, Eighth Floor, Jingshi Building] 13:30 - 14:30 Keynote speech Chair: Joao Gama Title: Data Mining in Financial Markets Speaker: Longbing Cao 14:40 - 15:40 Session 13 Similarity (3 papers) Session 14 Networks and applications(3 papers) Session 15 Sequence (3 papers) • 305 Collaborative Filtering • 160 Mining the Structure and • 320 Discovery of Correlated Recommendation Algorithm Using Dynamic Evolution of the Airport Network of China Sequential Subgraphs from a Similar Neighbor Probability [Full] over the Past Twenty Years [Full] Sequence of Graphs [Full] • 299 Calculating Similarity Efficiently in a Small World [Full] • 315 Quantitative comparison of Similarity Measure and Entropy for fuzzy sets [Short] • 170 Anti-germ Performance Prediction • 398 Mining Compressed for Detergents Based on Elman Network Repetitive Gapped Sequential on Small Data Sets [Full] Patterns Efficiently [Short] • 408 VisNetMiner: An Integration Tool for Visualization and Analysis of Networks [Short] 15:40 - 16:00 Tea break [Second floor, Yingdong Conference Hall] 16:00 - 18:00 Visting National Lab in BNU 18:00 - 20:30 Banquet [LAN HUI RESTAURANT] • 135 Online New Event Detection based on IPLSA [Full] Wednesday 19th August 8:30 - 10:30 Session 16 Privacy, spam and anomaly Session 17 Classification and text Session 18 Pattern mining and XML detection(6 papers) mining (6 papers) (6 papers) • 349 Study on Ensemble Classification • 217 Building a Text Classifier by a • 257 Mining Frequent Patterns from Methods towards Spam Filtering [Full] Keyword and Wikipedia Knowledge Network data flow [Short] [Full] • 203 Semi Supervised Image Spam Hunter: • 302 OFFD: Optimal Flexible a Regularized Discriminant EM Approach Frequency Discretization for Naive [Full] Bayes Classification [Short] • 99 An Outlier Detection Algorithm Based on Arbitrary Shape Clustering [Short] • 173 A Secure Protocol to Maintain Data Privacy in Data Mining [Short] • 351 Privacy-preserving Distributed kNearest Neighbor Mining on Horizontally Partitioned Multi-party Data [Short] • 312 Structure Correlation in Mobile Call Networks [Short] • 192 Classification Techniques for • 59 Exploiting Temporal Authors Talent Forecasting in Human Resource Interests via Temporal-Author-Topic Management [Short] Modeling [Short] • 147 A Combination Classification • 384 Mining Candlesticks Patterns Algorithm Based on Outlier Detection on Stock Series: A Fuzzy Logic and C4.5 [Short] Approach [Short] • 327 Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease [Short] • 330 Similarity Evaluation of XML Documents Based on Weighted Element Tree Model [Short] 10:30 - 10:50 • 282 Anomaly Detection Using Time Index • 88 Application of the Cross-Entropy Differences of Identical Symbols with and Method to Dual Lagrange Support without Training Data [Short] Vector Machine [Short] Tea break [Second floor, Yingdong Conference Hall] Lecture Hall 11:00 - 12:00 Panel and Closing Ceremony • 300 Rewriting XPath Expressions Depending on Path Summary [Short] Session 1 Social networks (3 papers) [Aug. 17th 11:00~12:00 401 Lecture Hall ] Virus Propagation and Immunization Strategies Jiming Liu; in Email Networks ChaoGao; Full Ning Zhong 402 386 A Potential-based Node Selection Strategy for Yitong Wang; Influence Maximization in a Social Network Xiaojun Feng Social Influence and Role Analysis based on Tian Zhu; Community Structure in Social Network Bin Wu; Full Short Bai Wang Session 2 Text mining (3 papers) [Aug. 17th 11:00~12:00 375 Lecture Room2] A Semi-supervised Topic-driven Approach for Clustering Textual Answers to Survey Hui Yang; Ajay Mysore; Full Sharonda Wallace Questions 376 A Hybrid Approach 369 Statistical for Data Pre-processing Language-independent Text Yanbo J. Wang; Full Frans Coenen; Classification Robert Sanderson Combining Statistical Machine Learning Models Chengzhi Zhang Short Julien Ah-Pine Full Cheng-Fa Tsai; Full to Extract Keywords from Chinese Documents Session 3 Clustering (3 papers) [Aug. 17th 11:00~12:00 272 Lecture Room3] Cluster analysis based on the central tendency deviation principle 215 GOD-CS: A New Grid-Oriented Dissection Clustering Scheme for Large Databases Chien-Sheng Chiu 77 Initialization of the Neighborhood EM Algorithm Tianming Hu; for Spatial Clustering Ji Ouyang; Short Chao Qu; Chuanren Liu; Session 4 Document clustering (3 papers) [Aug. 17th 14:40~15:40 290 Lecture Hall ] Rayner Alfred Full Chinese Blog Clustering by Hidden Sentiment Shi Feng; Full Factors Daling Wang; A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization 326 Ge Yu; Chao Yang; Nan Yang 225 Incremental Document Clustering Based on Tu-Anh Nguyen- Hoang; Graph Model Kiem Hoang; Short Danh Bui-Thi; Anh- Thy Nguyen Session 5 Tag and social community mining (3 papers) [Aug. 17th 14:40~15:40 87 Lecture Room2] Automatically Identifying Tag Types Kerstin Bischoff; Full Claudiu S. Firan; Cristina Kadar; Wolfgang Nejdl; Raluca Paiu 356 A Neighborhood Search Method for Link-Based Jianwei Cui; Full Tag Clustering Pei Li; Hongyan Liu; Jun He; Xiaoyong Du 158 JCCM: Joint cluster communities on attribute Li Wan; and relationship data in social networks Jianxin Liao; Short Chun Wang; Xiaomin Zhu Session 6 Bioinformatics applications (3 papers) [Aug. 17th 14:40~15:40 196 Lecture Room3] Bayesian Multi-topic Microarray Analysis with Hyperparameter Reestimation Tomonari Masada; Tsuyoshi Hamada;, Yuichiro Shibata; Kiyoshi Oguri Full 279 A Hybrid Method of Multidimensional Scaling Qiao Li; and Clustering for Determining Genetic Influence Wenjia Wang; on Phenotypes Alexander MacGregor; Short George Smith 296 Automating Gene Expression Annotation for Liangxiu Han; Mouse Embryo Jano Van Short Hemert; Richard Baldock; Malcolm Atkinson Session 7 Spatial mining and OLAP (6 papers) [Aug. 17th 16:00~18:00 403 Lecture Hall ] Indexing the Function: An Efficient Algorithm Hanxiong Chen; for Multi-dimensional Search with Expensive Jianquan Liu; Distance Functions Kazutaka Furuse; Jeffrey Xu Yu; Full Nobuo Ohbo 274 A Framework for Multi-objective Clustering Rachsuda Jiamthapthaksin; and its Application to Co-location Mining Christoph F. Eick; Full Ricardo Vilalta 100 Mining User Position Log for Construction of Hui Fang; Personalized Activity Map Wen-Jing Hsu; Short Larry Rudolph 191 297 CCBitmaps:a Space- Time Efficient Index Weiji Xiao; Structure for OLAP Jianqing Xi Closed Non Derivable Data Cubes Based on Hanen Brahmi; Non Derivable Minimal Generators Tarek Hamrouni; Short Full Riadh Ben Messaoud;Sadok Ben Yahia 32 Analysis and Experimentation of Grid-based Yong Beom Ma; Short Data Mining with Dynamic Load Balancing Tae Young Kim; Seung Hyeon Song; Jong Sik Lee Session 8 Web search and text (6 papers) [Aug. 17th 16:00~18:00 263 Lecture Room2 ] Crawling Deep Web Using a New Set Covering Yan Wang; Algorithm Jianguo Lu; Full Jessica Chen 298 294 Crawling and Extracting Process Data from the Yaling Liu; Web Arvin Agah Discovering Knowledge from Multi-relational Rayner Alfred Short Lei Zhang; Short Short Data Based on Information Retrieval Theory 235 Alleviating Cold-Start Problem by using Implicit Xiang- Wu Meng; Feedback Jun-Liang Chen; Si- Cheng Xiong; Kun Duan 57 Semantic Based Text Classification of Patent Ashish Sureka; Documents to a User-Defined Taxonomy Pranav Prabhakar Mirajkar; Short Prasanna Nagesh Teli; Girish Agarwal; Sumit Kumar Bose 206 Predicting Click Rates by Consistent Bipartite Wensheng Guo; Spectral Graph Model Guohe Li Short Session 9 Machine learning (6 papers) [Aug. 17th 16:00~18:00 325 Lecture Room3 ] McSOM: Minimal Coloring of Self-Organizing Haytham Elghazel; Map Khalid Benabdeslem; Full Hamamache Kheddouci 404 Semi-supervised Discriminant Analysis Based Xiaoming Liu; on Dependence Estimation J.Tang; Full Jun Liu; Zhilin Feng; Zhaohui Wang 93 405 Nearest Neighbor Tour Circuit Encryption Wei Lu; Algorithm Based Random Isomap Reduction Zheng-an Yao A Novel Component-based Model and Ranking Yu WU; strategy Yuanxiang LI; in Constrained Evolutionary Optimization 313 An Information-Theoretic Multi-task Learning Full Full Xing XU Approach for Pei Yang; Qi Tan; Hao Xu; Yehua Ding Full 64 Transfer Learning with Data Edit Yong Cheng; Short Qingyong Li Session 10 Classification (6 papers) [Aug. 18th 10:00~12:00 328 Lecture Hall ] Mining Class Contrast Functions by Gene Expression Programming Lei Duan; Full Changjie Tang; Liang Tang; Tianqing Zhang; Jie Zuo 389 Instance Selection by Border Sampling in Guichong Li; Multi-Class Domains Nathalie Japkowicz; Full Trevor J. Stocki; R. Kurt Ungar 184 Image Classification Approach Based on Rong Zhu; Short Manifold Learning in Web Image Mining Min Yao; Yiming Liu 152 Orthogonal Centroid Locally Linear Embedding Yong Wang; for Classification Yonggang Hu; Short Yi Wu 63 134 Handling Class Imbalance Problems via Xiaoqin Wang; Weighted BP Algorithm Huaxiang Zhang Several SVM Ensemble Methods Integrated Zhiyong Lin; With Under-sampling for Imbalanced Data ZhiFeng Hao; Learning XiaoWei Yang; Short Short XiaoLan Liu Session 11 Novel applications (6 papers) [Aug. 18th 10:00~12:00 90 Lecture Room2 ] Social Knowledge-Driven Music Hit Prediction Kerstin Bischoff ; Full Claudiu S. Firan; Mihai Georgescu; Raluca Paiu; Wolfgang Nejdl 106 Discovery of Migration Habitats and Routes of Mingjie Tang; Wild Bird Species by Clustering and Association YuanChun Zhou; Analysis Peng Cui; Full Weihang Wang; Jinyan Li; Haiting Zhang; YuanSheng Hou; BaoPing Yan 354 Investigation of Damage Identification of 16Mn Hongwei Wang; Steel Based on Artificial Neural Networks and Hongyun Luo; Data Fusion Techniques in Tensile Test Zhiyuan Han; Short Qunpeng Zhong 44 Learning from video game: A study of video Xue-Min Zhang; game play on problem-solving Zijiao Shen; Short Xin Luo; Chunhui Su; Jiaqi Wang 308 222 A Predictive Analysis on Medical Data based on Faizah Shaari; Outlier Detection Method using Non-Reduct Azuraliza Abu Bakar; Computation Abdul Razak Hamdan Evaluating the Impact of Missing Data Imputation Adam Pantanowitz; Short Short Tshilidzi Marwala Session 12 Classification and text mining [Aug. 18th 10:00~12:00 171 Lecture Room3 ] Feature selection in marketing applications Stefan Lessmann; Full Stefan Voß 175 174 A Local Density Approach for Unsupervised ShengYi Jiang; Feature Discretization Wen Yu Asymmetric Feature Selection for BGP Abnormal Events Detection Yuhai Liu; Short Short Lintao Ma; Ning Yang; Ying He 43 244 311 A Theory of Kernel Extreme Energy Difference Shiliang Sun; for Feature Extraction of EEG Signals Jinbo Li Feature Selection Method Combined optimized Hao- Dong Zhu; Document Frequency with Improved RBF Xiang- Hui Zhao; Network Yong Zhong A Multi-Strategy Approach to KNN and LARM JuiHsi Fu; on Small and Incrementally Induced Prediction SingLing Lee Knowledge Short Short Short Session 13 Similarity (3 papers) [Aug. 18th 14:40~15:40 305 Collaborative Lecture Hall ] Filtering Recommendation Chuangguang Huang; Algorithm Using Dynamic Similar Neighbor Jian Yin; Probability Jing Wang; Full Lirong Zheng Xu Jia; 299 Calculating Similarity Efficiently in a Small Yuanzhe Cai; World Hongyan Liu; Full Jun He;Xiaoyong Du 315 Quantitative comparison of Similarity Measure Hongmei Wang; and Entropy for fuzzy sets Sanghyuk Lee; Jaehyung Kim Short Session 14 Networks and applications (3 papers) [Aug. 18th 14:40~15:40 160 Lecture Room2 ] Mining the Structure and Evolution of the Zhengbin Dong; Airport Network of China over the Past Twenty Wenjie Wu; Years Xiujun Ma; Full Kunqing Xie; Fengjun Jin 170 408 Anti-germ Performance Prediction for Anqi Cui; Detergents Based on Elman Network on Small Hua Xu; Data Sets Peifa Jia VisNetMiner: An Integration Tool Visualization and Analysis of Networks for Chuan Shi; Dan Zhou; Bin Wu; Jian Liu Full Short Session 15 Sequence (3 papers) [Aug. 18th 14:40~15:40 320 398 Lecture Room3 ] Discovery of Correlated Sequential Subgraphs Tomonobu Ozaki; from a Sequence of Graphs Takenao Ohkawa Mining Compressed Repetitive Gapped Sequential Patterns Efficiently Yongxin Tong; Full Short Li Zhao; Dan Yu; Shilong Ma; Zhiyuan Cheng; Ke Xu 135 Online New Event Detection based on IPLSA Xiaoming Zhang; Zhoujun Li Session 16 Privacy, spam and anomaly detection (6 papers) [Aug. 19th 8:30~10:30 Lecture Hall ] Full 349 Study on Ensemble Classification Methods Jinlong Wang; towards Spam Filtering Ke Gao; Full Yang Jiao; Gang Li 203 Semi Supervised Image Spam Hunter: a Yan Gao; Regularized Discriminant EM Approach Ming Yang; Full Alok Choudhary 99 An Outlier Detection Algorithm Based on Xiaoke Su; Arbitrary Shape Clustering Yang Lan; Short Renxia Wan; Yuming Qin 173 A Secure Protocol to Maintain Data Privacy in Fodé Camara; Data Mining Samba Ndiaye; Short Yahya Slimani 351 Privacy-preserving Distributed k- Nearest Neighbor Mining on Horizontally Partitioned Feng Zhang; Gansen Zhao; Short Multi-party Data 282 Anomaly Tingyan Xing Detection Using Time Index Differences of Identical Symbols with and Stefan Jan Skudlarek; Short Hirosuke Yamamoto without Training Data Session 17 Classification and text mining (6 papers) [Aug. 19th 8:30~10:30 217 Lecture Room2 ] Building a Text Classifier by a Keyword and Qiang Qiu; Wikipedia Knowledge Yang Zhang; Full Junping Zhu; Wei Qu 302 OFFD: Optimal Flexible Frequency Discretization for Naive Bayes Classification Song Wang; Fan Min; Zhihai Wang; Tianyu Cao Short 192 Classification Techniques for Talent Forecasting Hamidah Jantan; in Human Resource Management Abdul Razak Hamdan; Short Zulaiha Ali Othman 147 327 A Combination Classification Algorithm Based ShengYi Jiang; on Outlier Detection and C4.5 Wen Yu Discovery of Significant Classification Rules Minghao Piao; from Incrementally Inducted Decision Tree Jong Bum Lee; Ensemble for Diagnosis of Disease Khalid E.K.Saeed; Short Short Keun Ho Ryu 88 Application of the Cross-Entropy Method to Budi Santosa Short Xin Li; Short Dual Lagrange Support Vector Machine Session 18 Pattern mining and XML (6 papers) [Aug. 19th 8:30~10:30 257 Lecture Room3 ] Mining Frequent Patterns from Network data flow Zhi- Hong Deng; Hao Ma; Shi-Wei Tang; Bei Zhang 312 Structure Correlation in Mobile Call Networks Deyong Hu; Short Bin Wu; Qi Ye; Bai Wang 59 Exploiting Temporal Authors Interests via Ali Daud; Temporal-Author-Topic Modeling Juanzi Li; Short Lizhu Zhou; Faqir Muhammad 384 Mining Candlesticks Patterns on Stock Series: A Mario Linares Vásquez; Fuzzy Logic Approach Fabio Augusto Gonz á lez Osorio Short Diego Fernando Hernández Losada 330 Similarity Evaluation of XML Documents Based Chenying Wang; on Weighted Element Tree Model Xiaojie Yuan; Short Hua Ning; Xin Lian 300 Rewriting XPath Expressions Depending on Xiaoshuang Xu; Path Summary Yucai Feng; Feng Wang; Yingbiao Zhou Short