6. ADMA 2010: Chongqing, China

III Data Mining Methodologies and Processes

• Qiang-Li Zhao, Yan-Huang Jiang, Ming Xu:
  Incremental Learning by Heterogeneous Bagging Ensemble. 1-12
  
• Zhiyong Zhong, Mark Junjie Li, Jin Chang, Le Zhou, Joshua Zhexue Huang, Shengzhong Feng:
  CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform. 13-20
  
• Miao Zou, Tengjiao Wang, Hongyan Li, Dongqing Yang:
  A General Multi-relational Classification Approach Using Feature Generation and Selection. 21-33
  
• João Guerreiro, Duarte Trigueiros:
  A Unified Approach to the Extraction of Rules from Artificial Neural Networks and Support Vector Machines. 34-42
  
• Nhien-An Le-Khac, Martin Bue, Michael Whelan, M. Tahar Kechadi:
  A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets. 43-54
  
• Diana Domanska, Marek Wojtylak:
  Change a Sequence into a Fuzzy Number. 55-62
  
• Jiangtao Ren, Zhou Liang, Shaofeng Hu:
  Multiple Kernel Learning Improved by MMD. 63-74
  
• Hanjing Su, Ling Chen, Yunming Ye, Zhaocai Sun, Qingyao Wu:
  A Refinement Approach to Handling Model Misfit in Semi-supervised Learning. 75-86
  
• Mohd Isa Awang, Ahmad Nazari Mohd Rose, Tutut Herawan, Mustafa Mat Deris:
  Soft Set Approach for Selecting Decision Attribute in Data Clustering. 87-98
  
• Yiyu Huang, Wenjing Su, Xiang Li:
  Comparison of BEKK GARCH and DCC GARCH Models: An Empirical Study. 99-110
  
• Junling Xu:
  Adapt the mRMR Criterion for Unsupervised Feature Selection. 111-121
  
• Hongmei Chen, Lizhen Wang, Weiyi Liu, Qing Xiao:
  Evaluating the Distance between Two Uncertain Categorical Objects. 122-133
  
• YongJin Zeng, JianDong Zhuang:
  Construction Cosine Radial Basic Function Neural Networks Based on Artificial Immune Networks. 134-141
  
• Wenting Tu, Shiliang Sun:
  Spatial Filter Selection with LASSO for EEG Classification. 142-149
  
• Somboon Anekritmongkol, M. L. Kulthon Kasamsan:
  Boolean Algebra and Compression Technique for Association Rule Mining. 150-157
  
• B. S. Harish, D. S. Guru, S. Manjunath, R. Dinesh:
  Cluster Based Symbolic Representation and Feature Selection for Text Classification. 158-166
  
• Li Yu, Zhaoxin Shu, Xiaoping Yang:
  SimRate: Improve Collaborative Recommendation Based on Rating Graph for Sparsity. 167-174
  
• Yuhong Zhang, Xuegang Hu, Yucheng Fang:
  Logistic Regression for Transductive Transfer Learning from Multiple Sources. 175-182
  
• Jinguo You, Lianying Jia, Jianhua Hu, Qingsong Huang, Jianqing Xi:
  Double Table Switch: An Efficient Partitioning Algorithm for Bottom-Up Computation of Data Cubes. 183-190
  

IV Data Mining Applications and Systems

• Zhonghui Wang, Zhihong Deng:
  Tag Recommendation Based on Bayesian Principle. 191-201
  
• Silong Zhang, Guojin He:
  Comparison of Different Methods to Fuse Theos Images. 202-209
  
• Bing Quan Huang, T. Satoh, Y. Huang, M. Tahar Kechadi, Brian Buckley:
  Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction. 210-220
  
• Lian Yu, Lei Xu, Wei-Tek Tsai:
  Time-Constrained Test Selection for Regression Testing. 221-232
  
• Yan Zhang, Maosong Sun, Yang Zhang:
  Chinese New Word Detection from Query Logs. 233-243
  
• Alfred Krzywicki, Wayne Wobcke:
  Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization. 244-258
  
• Songgao Tu, Chaojun Lu:
  Topic-Based User Segmentation for Online Advertising with Latent Dirichlet Allocation. 259-269
  
• Li Li, Peng Cheng, Ling Ou, Zili Zhang:
  Applying Multi-objective Evolutionary Algorithms to QoS-Aware Web Service Composition. 270-281
  
• Bin Xiao, Xiang-min Xu, Qian-pei Mai:
  Real-Time Hand Detection and Tracking Using LBP Features. 282-289
  
• Xuebiao Yuchi, Xiaodong Lee, Jian Jin, Baoping Yan:
  Modeling DNS Activities Based on Probabilistic Latent Semantic Analysis. 290-301
  
• Xuebiao Yuchi, Xin Wang, Xiaodong Lee, Baoping Yan:
  A New Statistical Approach to DNS Traffic Anomaly Detection. 302-313
  
• Kongluan Lin, John K. Debenham, Simeon J. Simoff:
  Managing Power Conservation in Wireless Networks. 314-325
  
• T. Sato, Bing Quan Huang, Y. Huang, M. Tahar Kechadi, Brian Buckley:
  Using PCA to Predict Customer Churn in Telecommunication Dataset. 326-335
  
• Yiming Chen, Zhoujun Li, Xiaohua Hu, Junwan Liu:
  Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction. 336-347
  
• Zhaoxin Shu, Li Yu, Xiaoping Yang:
  Personalized Tag Recommendation Based on User Preference and Content. 348-355
  
• Lian Yu, Wei-Tek Tsai, Wei Zhao, Fang Wu:
  Predicting Defect Priority Based on Neural Networks. 356-367
  
• Qi Xie, Kaigui Wu, Jie Xu, Pan He, Min Chen:
  Personalized Context-Aware QoS Prediction for Web Services Based on Collaborative Filtering. 368-375
  
• Ivan Habernal, Miloslav Konopík:
  Hybrid Semantic Analysis System - ATIS Data Evaluation. 376-386
  
• Xiangzhi Wang, Chunyang Liu, Gui-Rong Xue, Yong Yu:
  Click Prediction for Product Search on C2C Web Sites. 387-398
  
• Paweena Chaiwanarom, Ryutaro Ichise, Chidchanok Lursinsap:
  Finding Potential Research Collaborators in Four Degrees of Separation. 399-410
  
• Zhongqi Guo, Yongqiang Wang, Gui-Rong Xue, Yong Yu:
  Predicting Product Duration for Adaptive Advertisement. 411-418
  
• Quanjie Qiu, Zhiguo Li, Zhongfu Wu:
  An Algorithm for Available Bandwidth Estimation of IPv6 Network. 419-426
  
• Ji Liu, Shuyu Chen, Haozhang Liu:
  A Structure-Based XML Storage Method in YAFFS File System. 427-434
  
• Guanghui Chang, Shuyu Chen, Huawei Lu, Xiaoqin Zhang:
  A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections. 435-442
  
• Changze Wu, Kaigui Wu, Li Feng, Dong Tian:
  NN-SA Based Dynamic Failure Detector for Services Composition in Distributed Environment. 443-450
  
• Hadi Shakibian, Nasrollah Moghaddam Charkari:
  Two-Fold Spatiotemporal Regression Modeling in Wireless Sensor Networks. 451-462
  
• Suke Li, Jinmei Hao, Zhong Chen:
  Generating Tags for Service Reviews. 463-474
  
• Shahriyah Nyak Saad Ali, Ahmad Mahir Razali, Azuraliza Abu Bakar, Nur Riza Suradi:
  Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique. 475-482
  
• Daijiang Chen, Juanjuan Chen:
  Factor Analysis of E-business in Skill-Based Strategic Collaboration. 483-490
  
• Jun Liang, Mei Fang Xu, Lan Juan Li, Sheng Li Yang, Bao Luo Li, De Ren Cheng, Ou Jin, Li Zhong Zhang, Long Wei Yang, Jun Xiang Sun:
  Increasing the Meaningful Use of Electronic Medical Records: A Localized Health Level 7 Clinical Document Architecture System. 491-499
  
• Xingfu Wang, Zhongfu Wu, Yan Li, Qian Huang, Jinglu Hui:
  Corpus-Based Analysis of the Co-occurrence of Chinese Antonym Pairs. 500-507
  
• Xin-ying Tu, Tao Fu:
  Application of Decision-Tree Based on Prediction Model for Project Management. 508-513
  
• Jianjun Du, Yixing Zhang, Zhongfu Wu, Xinwen Wang:
  Management Policies Analysis for Multi-core Shared Caches. 514-521
  
• Kefei Cheng, Kewen Pan, Jun Feng, Yong Bai:
  Multi-core Architecture Cache Performance Analysis and Optimization Based on Distributed Method. 522-528
  
• Wei Liu, Lijuan Lv, Daoli Huang, Yan Zhang:
  The Research on the User Experience of E-Commercial Website Based on User Subdivision. 529-536
  
• Ji Li, Chunmei Liu, Zhiguo Li:
  An Ontology-Based Framework Model for Trustworthy Software Evolution. 537-544
  
• Huanchen Zhang, Weifeng Sun, Shichao Dong, Long Chen, Chuang Lin:
  Multi-level Log-Based Relevance Feedback Scheme for Image Retrieval. 545-552
  
• Mo Hai, Shuhang Guo:
  A Distributed Node Clustering Mechanism in P2P Networks. 553-560
  
• Juanjuan Chen, Chengliang Wang:
  Exploratory Factor Analysis Approach for Understanding Consumer Behavior toward Using Chongqing City Card. 561-567
  

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