<html>
<head>
<style><!--
.hmmessage P
{
margin:0px;
padding:0px
}
body.hmmessage
{
font-size: 10pt;
font-family:Tahoma
}
--></style></head>
<body class='hmmessage'><div dir='ltr'>
<p class="MsoPlainText"><span lang="EN-US">============================================================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">CALL FOR PARTICIPATION<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">PAKDD2012: The 16th PAcific-Asia
Conference on Knowledge Discovery and Data Mining<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Kuala Lumpur, Malaysia<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">May 29 - June 1, 2012<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">=============================================================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">[Early bird registration due by April
15, 2012]<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">On-line registration and conference
program schedule is now available at pakdd2012.pakdd.org<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">HIGHLIGHTS<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">----------<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* 3 keynote talks<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* 3 full day and 1 half day workshops<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* 1 doctoral symposium<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* 3 tutorials<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Research and industrial demo sessions<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* 86 accepted papers (20 full and 66
short presentation)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">=====================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">KEYNOTE SPEAKERS<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">=====================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Joules of Available Energy as the
Global Currency: Role of Knowledge Discovery and Data Mining<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Chandrakant Patel, Hewlett-Packard Laboratories<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Learning to Make Predictions in
Networks<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Charles Elkan, University of California San Diego<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Semantic Document Representation: Do
It with Wikification<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Ian Witten, University of Waikato<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">================================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Tutorials<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">================================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Data Stream Mining and Its
Applications<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Latifur Khan, University of Texas at Dallas<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Wei Fan, IBM T.J. Watson Research<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Discovering Multiple Clustering
Solutions - Grouping Objects in Different Views of the Data<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Emmanuel Muller, Karlsruhe Institute of Technology<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Stephan Gunnemann, RWTH Aachen University<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Ines Farber, RWTH Aachen University<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Thomas Seidl, RWTH Aarchen University<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Privacy-Preserving Record Linkage<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Peter Christen, The Australian National University<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Vassilios S. Verykios, Hellenic Open University<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">===================================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Workshops<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">===================================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Data Mining for Healthcare Management
(Full Day)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Pacific Asia Workshop on Intelligence
and Security Informatics (Full Day)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Multi-view data, High-dimensionality,
External Knowledge: Striving for a Unified Approach to Clustering (Full Day)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Geospatial Information and Documents
(GeoDoc'2012) (Half Day)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">* Doctoral Symposium on Data Mining<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">===================================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Accepted Papers<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">===================================<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Full Presentation<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">-----------------<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">1. Neighborhood-based Smoothing of
External Cluster Validity Measures<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Ken-ichi Fukui (Osaka University) Masayuki Numao (Osaka University,
Japan)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">2. Active Learning for Hierarchical Text
Classification<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Xiao Li (University of Western Ontario) Da Kuang (University of Western
Ontario) Charles Ling (University of Western Ontario)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">3. Unsupervised Ensemble Learning for
Mining Top-n Outliers<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Jun Gao (NLPR of CAS) Weiming Hu
(NLPR of CAS) Zhongfei Zhang (Binghamton University, USA) ou Wu (NLPR of CAS)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">4. Domain Transfer Dimensionality
Reduction via Discriminant Kernel Learning<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Ming Zeng (Sun Yat-sen University) Jiangtao Ren (Sun Yat-sen University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">5. Two-View Online Learning<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Tam Nguyen (Nanyang Technological University) Kuiyu Chang (Nanyang
Technological University) Siu Cheung Hui (Nanyang Technological University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">6. Selecting Feature Subset via
Constraint Association Rules<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Guangtao Wang (Xi'an Jiao Tong University) Qinbao Song (Xi</span><span style="font-family:ËÎÌå;mso-ascii-font-family:Calibri;mso-hansi-font-family:"Courier New"">’a</span><span lang="EN-US">n Jiaotong University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">7. Quantifying Reciprocity in Large
Weighted Communication Networks<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Leman Akoglu (Carnegie Mellon University) Pedro O. S. Vaz de Melo
(Universidade Federal de Minas Gerais) Christos Faloutsos (Carnegie Mellon
University, USA)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">8. Towards Identity Disclosure Control
in Private Hypergraph Publishing<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Yidong Li (Beijing Jiaotong University) Hong Shen (University of
Adelaide)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">9. Hierarchical Graph Summarization:
Leveraging Hybrid Information through Visible and Invisible Linkage<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Rui Yan (Peking University) Zi Yuan (Beihang University) Xiaojun Wan
(Peking University) Yan Zhang (Peking University) Xiaoming Li (Peking
University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">10. Mining Mobile Users' Activities
based on Search Query Text and Context<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Bingyue Peng (Beihang University) Yujing Wang (Peking University)
Jian-tao Sun (Microsoft Research Asia)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">11. Active Learning for Cross Language
Text Categorization<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Yue Liu (BIT) Lin Dai (BIT) weitao Zhou (BIT) Heyan Huang (BIT)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">12. Named entity recognition and
identification for finding the owner of a home page<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Vassilis Plachouras (LIX, Ecole Polytechnique) Matthieu Riviere (Ecole
Polytechnique) Michalis Vazirgiannis (LIX, Ecole Polytechnique)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">13. Accelerating Outlier Detection with
Uncertain Data using Graphics Processors<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Takazumi Matsumoto (The HK Polytechnic University) Edward Hung (The HK
Polytechnic University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">14. Finding Collections of k-Clique
Percolated Components in Attributed Graphs<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Pierre-Nicolas Mougel (Liris / INSA) Christophe Rigotti (Liris / INSA)
Olivier Gandrillon (CGMC)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">15. Detecting Multiple Stochastic
Network Motifs in Network Data<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Kai Liu (Hong Kong Baptist University) William Cheung (Hong Kong Baptist
University) Jiming Liu (Hong Kong Baptist University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">16. Generating Balanced
Classifier-Independent Training Samples from Unlabeled Data<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Youngja Park (IBM T. J. Watson Research Center) Zijie Qi (University of
California, Davis) Suresh Chari (IBM T. J. Watson Research Center) Ian Molloy
(IBM T. J. Watson Research Center)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">17. Extreme Value Prediction for
Zero-Inflated Data<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Zubin Abraham (Michigan State University) Fan Xin (Michigan State
University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">18. CD: A Coupled Discretization
Algorithm<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Can Wang (University of Technology, Sydney) Mingchun Wang (Tianjin
University of Technology and Education) Zhong She (University of Technology,
Sydney) Longbing Cao (University of Technology, Sydney)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">19. SHARD: A Framework for Sequential, Hierarchical Anomaly Ranking and
Detection<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Jason Robinson (Georgetown University) Margaret Lonergan (Georgetown
University) Lisa Singh (Georgetown University) Allison Candido (Georgetown University)
Mehmet Sayal (Hewlett Packard)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">20. Co-Embedding of Structurally Missing
Data by Locally Linear Alignment<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">
Takehisa Yairi (University of Tokyo)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Short Presentation<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">------------------<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">21. Time-Evolving Relational
Classification and Ensemble Methods Ryan Rossi (Purdue University) Jennifer
Neville (Purdue University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">22. Peer Matrix Alignment: A New
Algorithm Mohammed Kayed (Beni-Suef University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">23. Heterogeneous Ensemble for Feature Drifts
in Data Streams Long Nguyen (Nanyang Technological University) Yew-Kwong Woon
(EADS Innovation Works Singapore) Wee Keong Ng (Nanyang Technological
University, Singapore) Li Wan (New York University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">24. Sequential Entity Group Topic Model
for Getting Topic Flows of Entity Groups Within One Document Young-Seob Jeong
(KAIST) Ho-Jin Choi (KAIST)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">25. Topological comparisons of proximity
measures Djamel Zighed (ISH CNRS) Rafik
Abdeslam (University Lyon) Asmelash Hadgu (DMKM Master)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">26. Quad-tuple PLSA: Incorporating
Entity and Its Rating in Aspect Identification Wenjuan Luo (Institute of
Computing Technology, Chinese Academy of Sciences) fuzhen Zhuang (Institute of
Computing Technology, Chinese Academy of Sciences) Qing He (Institute of
Computing Technology, Chinese Academy of Sciences) zhongzhi Shi (Institute of
Computing Technology, Chinese Academy of Sciences)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">27. OMC-IDS: At the Cross-Roads of OLAP
Mining and Intrusion Detection Hanen Brahmi (Faculty of Sciences of Tunisia)
Imen Brahmi (Faculty of Sciences of Tunisia) Sadok Ben Yahia (Faculty of
Sciences of Tunisia)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">28. TeamSkill Evolved: Mixed
Classification Schemes for Team-Based Multi-Player Games Colin DeLong
(University of Minnesota) Jaideep Srivastava (University of Minnesota)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">29. Towards Linear Time Overlapping
Community Detection in Social Networks Jierui Xie (Rensselaer Polytechnic
Institute) Boleslaw Szymanski (Rensselaer Polytechnic Institute)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">30. A Novel Weighted Ensemble Technique
for Time Series Forecasting Ratnadip Adhikari (Jawaharlal Nehru University)
Ramesh Agrawal (Jawaharlal Nehru University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">31. WeightTransmitter: Weighted
Association Rule Mining Using Landmark Weights Yun Sing Koh (University of
Auckland) Russel Pears (AUT University) Gillian Dobbie (University of Auckland)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">32. Clustering-based $k$-Anonymity<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Xianmang He (Ningbo University) Huahui
Chen (NingBo University) Yefang Chen (NingBo University) Yihong Dong (NingBo
University) Peng Wang (Fudan University) Zhenhua Huang (Tongji University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">33. Towards Personalized Context-Aware
Recommendation by Mining Context Logs through Topic Models Kuifei Yu (Nokia)
Baoxian Zhang (GUCAS) hengshu Zhu (USTC) Cao Happia (Nokia) Jilei Tian (Nokia)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">34. Co-occurring Cluster Mining for
Damage Patterns Analysis of a Fuel Cell Daiki Inaba (Osaka University) Ken-ichi
Fukui (Osaka University) Kazuhisa Sato (Tohoku University) Junichirou Mizusaki
(Tohoku University) Masayuki Numao (Osaka University, Japan)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">35. Techniques for Efficient Learning
without Search Geoffrey Webb (Monash University) Houssam Salem (Monash
University) Pramudi Suraweera (Monash University) Janice Boughton (Monash
University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">36. Prioritizing Disease Genes by
Bi-Random Walk Maoqiang Xie (Nankai University) Taehyun Hwang (University of
Minnesota) Rui Kuang (University of Minnesota)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">37. An aggressive margin-based algorithm
for incremental learning JuiHsi Fu (National ChungCheng University) SingLing
Lee (National ChungCheng University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">38. A Generic Classifier-Ensemble
Approach for Biomedical Named Entity Recognitionamed Entity Recognition Zhihua
Liao (Hunan Normal University) Zili Zhang (Deakin University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">39. Neighborhood Random Classification<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Fabien Rico (Universit?de Lyon)
Djamel Zighed (ISH CNRS) Diala Ezzedine
(ERIC Laboratory)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">40. Mining of Temporal Coherent Subspace
Clusters in Multivariate Time Series Databases Hardy Kremer (RWTH Aachen
University) Stephan G</span><span style="font-family:ËÎÌå;mso-ascii-font-family:
Calibri;mso-hansi-font-family:"Courier New"">ün</span><span lang="EN-US">nemann
(RWTH Aachen University) Arne Held (RWTH Aachen University) Thomas Seidl (RWTH Aachen University, Germany)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">41. A vertex similarity probability
model for finding network community structure Kan Li (Beijing Institute of
Technology) Yin Pang (Beijing Institute of Technology)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">42. SRF: A Framework for the Study of
Classifier Behavior under Training Set Mislabeling Noise Katsiaryna Mirylenka
(University of Trento, Italy) George Giannakopoulos (Institute of Informatics
and Telecommunications of NCSR Demokritos) Themis Palpanas (University of
Trento)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">43. RadialViz: An Orientation-Free
Frequent Pattern Visualizer Carson Leung (University of Manitoba) Fan Jiang
(University of Manitoba)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">44. Building Decision Trees for the
Multi-class Imbalance Problem Thomas Hoens (University of Notre Dame) Qi Qian
(Nanjing University) Nitesh Chawla (University of Notre Dame) Zhi-Hua Zhou
(Nanjing University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">45. Hybrid-?-greedy for Mobile
Context-aware Recommender System Djallel Bouneffouf (Nomalys) Gancarski Alda
(Telecom SudParis) Bouzeghoub Amel (Telecom SudParis)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">46. New Exact Concise Representation of
Rare Correlated Patterns: Application to Intrusion Detection Souad Bouasker
(Faculty of Sciences of Tunis) Tarek Hamrouni (Faculty of Sciences of Tunis)
Sadok Ben Yahia (Faculty of Sciences of Tunisia)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">47. Life Activity Modeling of News Event
on Twitter Using Energy Function Rong Lu (Chinese Academy of Science)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">48. Unsupervised Multi-Label Text
Classification using a World Knowledge Ontology Xiaohui Tao (USQ, Australia)
Yuefeng Li (QUT) Raymond Y. K. Lau (City University of Hong Kong) Hua Wang
(USQ, Australia)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">49. Scalable Random Forests for Massive
Data Bingguo Li (Shenzhen Institutes of Advanced Technology) Xiaojun Chen
(Shenzhen Institutes of Advanced Technology) Junjie Li (Shenzhen Institutes of Advanced
Technology) Zhexue Joshua Huang (Shenzhen Institutes of Advanced Technology)
Shengzhong Feng (Shenzhen Institutes of Advanced Technology)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">50. Feature weighting by RELIEF based on
local hyperplane approximation Hongmin Cai (The Sun Yat-Sen University) Michael
Ng (Hong Kong Baptist University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">51. Hybrid Random Forests: Advantages of
Mixed Trees in Classifying Text Data Baoxun Xu (Harbin Institute of Technology
Shenzhen Graduate School) Zhexue Joshua Huang (Shenzhen Institutes of Advanced
Technology) Graham Williams (Australian Taxation Office) Junjie Li (Shenzhen
Institutes of Advanced Technology) Yunming Ye (Harbin Institute of Technology
Shenzhen Graduate School)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">52. Semantic Social Network Analysis
with Text Corpora Yang Dongmei (National Key Laboratory of Bli) Zheng Hui
(National Key Laboratory of Bli) Yan Jikun (Southwest Electronics and
Telecommunication Technology Research Institute) Jin Ye (Southwest Electronics
and Telecommunication Technology Research Institute)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">53. EWNI: Efficient Anonymization of
Vulnerable Individuals in Social Networks Frank Nagle (Harvard Business School)
Lisa Singh (Georgetown University) Aris Gkoulalas-Divan (IBM Research - Zurich)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">54. Spread of Information in a Social
Network Using Influential Nodes Arpan Chaudhury (Heritage Institute of
Technology) Partha Basuchowdhuri (Heritage Institute of Technology) Subhashis
Majumder (Heritage Institute of Technology)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">55. Visualizing Clusters in Parallel
Coordinates for Visual Knowledge Discovery Yang Xiang (The Ohio State University)
David Fuhry (The Ohio State University) Ruoming
Jin (Kent State University, USA) Ye Zhao (Kent State University) Kun
Huang (The Ohio State University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">56. A pruning-based approach for
searching precise and generalized region for synthetic minority over-sampling
Kamthorn Puntumapon (Kasetsart University) Kitsana Waiyamai (Kasetsart
University, Thailand)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">57. Discovering Coverage Patternsfor
Banner Advertisement Placement P. Gowtham Srinivas (IIIT Hyderabad) P. Krishna
Reddy (IIIT Hyderabad) S. Bhargav (IIIT Hyderabad) R. Uday Kiran (IIIT
Hyderabad) D. Satheesh Kumar (IIIT Hyderabad)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">58. Feature Enriched Nonparametric
Bayesian Co-clustering Pu Wang (StumbleUpon) Carlotta Domeniconi (George Mason
University) Huzefa Rangwala (George Mason University) Kathryn Laskey (George
Mason University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">59. Learning Tree Structure of Label
Dependency for Multi-label Learning Bin Fu (Beijing Jiaotong University) Zhihai
Wang (Beijing Jiaotong University) Rong Pan (Aalborg University) Peter Dolog
(Aalborg University) GuanDong Xu (Victoria University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">60. Multiple Instance Learning for Group
Record Linkage Zhichun Fu (Australian National University) Jun Zhou (Australian
National University) Peter Christen (Australian National University) Mac Boot
(Australian National University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">61. Shape-based Clustering for Time
Series Data Warissara Meesrikamolkul (Chulalongkorn University) Vit
Niennattrakul (Chulalongkorn University) Chotirat Ratanamahatana (Chulalongkorn
University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">62. Incremental Set Recommendation Based
on Class Differences Yasuyuki Shirai (Hokkaido University) Koji Tsuruma
(Hokkaido University) Yuko Sakurai (Kyushu University) Satoshi Oyama (Hokkaido
University) Shin-ichi Minato (Hokkaido University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">63. Privacy-Preserving EM Algorithm for
Clustering on Social Network Bin Yang (University of Tokyo) Issei Sato
(University of Tokyo) Hiroshi Nakagawa (University of Tokyo)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">64. Discovering Unknown But Interesting
Items on Personal Social Network Juang-Lin Duan (Yuan Ze University) Shashi
Prasad (Yuan Ze University) Jen-Wei Huang (Yuan Ze University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">65. The Pattern Next Door: Towards
Spatio-Sequential Pattern Discovery Maguelonne Teisseire (Maison de la
Teledetection) Hugo Alatrista Salas (TETIS - PPME) Sandra Bringay (Lirmm)
Frederic Flouvat (PPME, ERIM) Nazha Selmaoui-Folcher (PPME, ERIM)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">66. Evasion Attack of Multi-Class Linear
Classifiers Han Xiao (Technical University of Munich) Thomas Stibor (Technical
University of Munich) Claudia Eckert (Technical University of Munich)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">67. Foundation of Mining
Class-Imbalanced Data Da Kuang (University of Western Ontario) Charles Ling
(University of Western Ontario) Jun Du (University of Western Ontario)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">68. Active Learning with c-Certainty<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Eileen Ni (University of Western Ontario)
Charles Ling (University of Western Ontario)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">69. Towards More Efficient Multi-label
Classification using Dependent and Independent Dual Space Reduction Eakasit
Pacharawongsakda (Thammasat University) Thanaruk Theeramunkong (Thammasat
University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">70. Clustering and Understanding
Documents via Discrimination Information Maximization Asim Karim (Lahore
University of Management Sciences) Malik Tahir Hassan (Lahore University of
Management Sciences)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">71. A Term Association Translation Model
for Naive Bayes Text Classification Meng-Sung Wu (Academia Sinica) Hsin-Min
Wang (Academia Sinica)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">72. Relevant Feature Selection from EEG
Signal for Mental Task Classification Akshansh Gupta (Jawaharlal Nehru
University) Ramesh Agrawal (Jawaharlal Nehru University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">73. Reciprocal and Heterogeneous Link
Prediction in Social Networks Xiongcai Cai (University of New South Wales)
Michael Bain (University of New South Wales) Alfred Krzywicki (University of
New South Wales) Wayne Wobcke
(University of New South Wales) Yang Sok Kim (University of New South Wales)
Paul Compton (University of New South Wales) Ashesh Mahidadia (University of
New South Wales)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">74. A Semi-supervised Incremental
Clustering Algorithm for Streaming Data Maria Halkidi (University of Piraeus) Myra Spiliopoulou
(Otto-von-Guericke-Universitaet Magdeburg) Aikaterini Pavlou (Athens University
of Economics and Business)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">75. Scalable Similarity Matching in
Streaming Time Series Alice Marascu (University of Trento) Suleiman Khan (Aalto
University) Themis Palpanas (University of Trento)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">76. Scalable mining of frequent
tri-concepts from folksonomies Chiraz Trabelsi (Faculty of Sciences of Tunisia)
Sadok Ben Yahia (Faculty of Sciences of Tunisia)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">77. Unsupervised Sparse Matrix
Co-Clustering for Marketing and Sales Intelligence Anastasios Zouzias
(University of Toronto) Michail Vlachos (IBM Research-Zurich) Nick Freris (IBM
Research-Zurich)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">78. Automatic Identification of
Protagonist in Fairy Tales using Verb Hui Ngo Goh (MMU) Lay-Ki Soon (MMU) Haw
Cheng (MMU)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">79. A Double-Ensemble Approach for
Classifying Skewed Data Streams Chongsheng Zhang (INRIA) Paolo Soda
(Universit?Campus Bio-Medico di Roma)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">80. Nystrom Approximate Model Selection
for LSSVM Lizhong Ding (Tianjin University) Shizhong Liao (Tianjin University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">81. Exploiting Label Dependency for
Hierarchical Multi-label Classification Noor Alaydie (Wayne State University)
Chandan Reddy (Wayne State University) Farshad Fotouhi (Wayne State University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">82. Expectation-Maximization
Collaborative Filtering with Explicit and Implicit Feedback Bin Wang
(University of Calgary) Seyyed Mohammadreza Rahimi (University of Calgary)
Dequan Zhou (University of Calgary) Xin Wang (University of Calgary)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">83. Diversity analysis on Boosting
Nominal Concepts Nida Meddouri (URPAH) H</span><span style="font-family:ËÎÌå;
mso-ascii-font-family:Calibri;mso-hansi-font-family:"Courier New"">él</span><span lang="EN-US">a Khoufi (URPAH) Mondher Maddouri (URPAH)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">84. Learning to Diversify Expert Finding
with Subtopics Hang Su (Beihang University) Jie Tang (Tsinghua University)
Wanling Hong (Beihang University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">85. Instant Social Graph Search<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">Sen Wu (Tsinghua University) Jie Tang
(Tsinghua University)<o:p></o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoPlainText"><span lang="EN-US">86. An Associative Classifier For
Uncertain Datasets Metanat HooshSadat (University of Alberta) Osmar R. Zaiane
(University of Alberta)<o:p></o:p></span></p> </div></body>
</html>