15. PAKDD Workshops 2011: Shenzhen, China

International Workshop on Behavior Informatics (BI 2011)

• Hyoungnyoun Kim, Ji-Hyung Park:
  Evaluating the Regularity of Human Behavior from Mobile Phone Usage Logs. 3-14
  
• Joshua Akehurst, Irena Koprinska, Kalina Yacef, Luiz Augusto Sangoi Pizzato, Judy Kay, Tomasz Rej:
  Explicit and Implicit User Preferences in Online Dating. 15-27
  
• Flora S. Tsai:
  Blogger-Link-Topic Model for Blog Mining. 28-39
  
• Miao Wan, Arne Jönsson, Cong Wang, Lixiang Li, Yixian Yang:
  A Random Indexing Approach for Web User Clustering and Web Prefetching. 40-52
  
• Thin Nguyen, Dinh Q. Phung, Brett Adams, Svetha Venkatesh:
  Emotional Reactions to Real-World Events in Social Networks. 53-64
  
• Yin-Fu Huang, Cin-Siang Ciou:
  Constructing Personal Knowledge Base: Automatic Key-Phrase Extraction from Multiple-Domain Web Pages. 65-76
  
• Bai-En Shie, Hui-Fang Hsiao, Philip S. Yu, Vincent S. Tseng:
  Discovering Valuable User Behavior Patterns in Mobile Commerce Environments. 77-88
  
• Yiwen Wang, Min Yao:
  A Novel Method for Community Detection in Complex Network Using New Representation for Communities. 89-99
  
• Stephan Spiegel, Jan Hendrik Clausen, Sahin Albayrak, Jérôme Kunegis:
  Link Prediction on Evolving Data Using Tensor Factorization. 100-110
  
• Xianmang He, Yanghua Xiao, Yujia Li, Qing Wang, Wei Wang, Baile Shi:
  Permutation Anonymization: Improving Anatomy for Privacy Preservation in Data Publication. 111-123
  
• Komate Amphawan, Philippe Lenca, Athasit Surarerks:
  Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets. 124-135
  
• Hailin Li, Chonghui Guo, Libin Yang:
  A Method of Similarity Measure and Visualization for Long Time Series Using Binary Patterns. 136-147
  
• Vo Le Quy Nhon, Duong Tuan Anh:
  A BIRCH-Based Clustering Method for Large Time Series Databases. 148-159
  
• Masahiro Ishikawa:
  Visualizing Cluster Structures and Their Changes over Time by Two-Step Application of Self-Organizing Maps. 160-170
  
• Denny, Peter Christen, Graham J. Williams:
  Analysis of Cluster Migrations Using Self-Organizing Maps. 171-182
  

Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models Workshop (QIMIE 2011)

• Anca Maria Ivanescu, Marc Wichterich, Thomas Seidl:
  ClasSi: Measuring Ranking Quality in the Presence of Object Classes with Similarity Information. 185-196
  
• Vladimir Estivill-Castro:
  The Instance Easiness of Supervised Learning for Cluster Validity. 197-208
  
• Jean-Charles Lamirel, Pascal Cuxac, Raghvendra Mall, Ghada Safi:
  A New Efficient and Unbiased Approach for Clustering Quality Evaluation. 209-220
  
• Fedja Hadzic:
  A Structure Preserving Flat Data Format Representation for Tree-Structured Data. 221-233
  
• Jun Fan, Tiejun Huang:
  A Fusion of Algorithms in Near Duplicate Document Detection. 234-242
  
• Guangfei Yang, Yanzhong Dang, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa:
  Searching Interesting Association Rules Based on Evolutionary Computation. 243-253
  
• Akshat Surana, R. Uday Kiran, P. Krishna Reddy:
  An Efficient Approach to Mine Periodic-Frequent Patterns in Transactional Databases. 254-266
  
• Jianjun Wu, Li Wan, Zeren Xu:
  Algorithms to Discover Complete Frequent Episodes in Sequences. 267-278
  
• Joan Garriga:
  Certainty upon Empirical Distributions. 279-290
  

Workshop on Biologically Inspired Techniques for Data Mining (BDM 2011)

• Bo Yuan, Wenhuang Liu:
  A Measure Oriented Training Scheme for Imbalanced Classification Problems. 293-303
  
• Yi Wang, Cheqing Jin, Minqi Zhou, Aoying Zhou:
  An SVM-Based Approach to Discover MicroRNA Precursors in Plant Genomes. 304-315
  
• Shafiq Alam, Gillian Dobbie, Patricia Riddle:
  Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering. 316-326
  
• Russel Pears, Yun Sing Koh:
  Weighted Association Rule Mining Using Particle Swarm Optimization. 327-338
  
• Sheng-yi Jiang, Lian-xi Wang:
  An Unsupervised Feature Selection Framework Based on Clustering. 339-350
  

Workshop on Advances and Issues in Traditional Chinese Medicine Clinical Data Mining (AI-TCM 2011)

• Nevin Lianwen Zhang, Runsun Zhang, Tao Chen:
  Discovery of Regularities in the Use of Herbs in Traditional Chinese Medicine Prescriptions. 353-360
  
• Dion Detterer, Paul Kwan:
  COW: A Co-evolving Memetic Wrapper for Herb-Herb Interaction Analysis in TCM Informatics. 361-371
  
• Lei Zhang, Qi-Ming Zhang, Yi-guo Wang, Dong-lin Yu:
  Selecting an Appropriate Interestingness Measure to Evaluate the Correlation between Syndrome Elements and Symptoms. 372-383
  
• Simon K. Poon, Zhe Luo, Runshun Zhang:
  The Impact of Feature Representation to the Biclustering of Symptoms-Herbs in TCM. 384-394
  

Second Workshop on Data Mining for Healthcare Management (DMHM 2011)

• M. Saravanan, S. Shanthi, S. Shalini:
  Usage of Mobile Phones for Personalized Healthcare Solutions. 397-407
  
• Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai:
  Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis. 408-419
  
• Wei Gu, Baijie Wang, Xin Wang:
  An Integrated Approach to Multi-criteria-Based Health Care Facility Location Planning. 420-430
  
• Chaveevan Pechsiri, Sumran Painuall, Uraiwan Janviriyasopak:
  Medicinal Property Knowledge Extraction from Herbal Documents for Supporting Question Answering System. 431-443
  

First PAKDD Doctoral Symposium on Data Mining (DSDM 2011)

• Yu Zhang:
  Age Estimation Using Bayesian Process. 447-458
  
• Chi-Yao Tseng, Ming-Syan Chen:
  Significant Node Identification in Social Networks. 459-470
  
• Kuo-Wei Hsu, Jaideep Srivastava:
  Improving Bagging Performance through Multi-algorithm Ensembles. 471-482
  
• Chen Zhang, Jie Zhang:
  Mining Tourist Preferences with Twice-Learning. 483-493
  
• Xu-Ying Liu, Zhi-Hua Zhou:
  Towards Cost-Sensitive Learning for Real-World Applications. 494-505
  

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