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15. PAKDD Workshops 2011: Shenzhen, China
- Longbing Cao, Joshua Zhexue Huang, James Bailey, Yun Sing Koh, Jun Luo:
New Frontiers in Applied Data Mining - PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers. Lecture Notes in Computer Science 7104, Springer 2012, ISBN 978-3-642-28319-2
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 Wing Hing Kwan
:
COW: A Co-evolving Memetic Wrapper for Herb-Herb Interaction Analysis in TCM Informatics. 361-371 - Lei Zhang, Qiming 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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