16. PAKDD 2012: Kuala Lumpur, Malaysia

Pattern Mining: Networks, Graphs, Time-Series and Outlier Detection

• Hai-Long Nguyen, Yew-Kwong Woon, Wee Keong Ng, Li Wan:
  Heterogeneous Ensemble for Feature Drifts in Data Streams. 1-12
  
• Hanen Brahmi, Imen Brahmi, Sadok Ben Yahia:
  OMC-IDS: At the Cross-Roads of OLAP Mining and Intrusion Detection. 13-24
  
• Jierui Xie, Boleslaw K. Szymanski:
  Towards Linear Time Overlapping Community Detection in Social Networks. 25-36
  
• Yun Sing Koh, Russel Pears, Gillian Dobbie:
  WeightTransmitter: Weighted Association Rule Mining Using Landmark Weights. 37-48
  
• Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao:
  Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell. 49-60
  
• Souad Bouasker, Tarek Hamrouni, Sadok Ben Yahia:
  New Exact Concise Representation of Rare Correlated Patterns: Application to Intrusion Detection. 61-72
  
• Rong Lu, Zhiheng Xu, Yang Zhang, Qing Yang:
  Life Activity Modeling of News Event on Twitter Using Energy Function. 73-84
  
• Leman Akoglu, Pedro O. S. Vaz de Melo, Christos Faloutsos:
  Quantifying Reciprocity in Large Weighted Communication Networks. 85-96
  
• Rui Yan, Zi Yuan, Xiaojun Wan, Yan Zhang, Xiaoming Li:
  Hierarchical Graph Summarization: Leveraging Hybrid Information through Visible and Invisible Linkage. 97-108
  
• Bingyue Peng, Yujing Wang, Jian-Tao Sun:
  Mining Mobile Users' Activities Based on Search Query Text and Context. 109-120
  
• Arpan Chaudhury, Partha Basuchowdhuri, Subhashis Majumder:
  Spread of Information in a Social Network Using Influential Nodes. 121-132
  
• P. Gowtham Srinivas, P. Krishna Reddy, Bhargav Sripada, R. Uday Kiran, D. Satheesh Kumar:
  Discovering Coverage Patterns for Banner Advertisement Placement. 133-144
  
• Juang-Lin Duan, Shashi Prasad, Jen-Wei Huang:
  Discovering Unknown But Interesting Items on Personal Social Network. 145-156
  
• Hugo Alatrista Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire:
  The Pattern Next Door: Towards Spatio-sequential Pattern Discovery. 157-168
  
• Takazumi Matsumoto, Edward Hung:
  Accelerating Outlier Detection with Uncertain Data Using Graphics Processors. 169-180
  
• Pierre-Nicolas Mougel, Christophe Rigotti, Olivier Gandrillon:
  Finding Collections of k-Clique Percolated Components in Attributed Graphs. 181-192
  
• Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia:
  Reciprocal and Heterogeneous Link Prediction in Social Networks. 193-204
  
• Kai Liu, William K. Cheung, Jiming Liu:
  Detecting Multiple Stochastic Network Motifs in Network Data. 205-217
  
• Alice Marascu, Suleiman A. Khan, Themis Palpanas:
  Scalable Similarity Matching in Streaming Time Series. 218-230
  
• Chiraz Trabelsi, Nader Jelassi, Sadok Ben Yahia:
  Scalable Mining of Frequent Tri-concepts from Folksonomies. 231-242
  
• Jason Robinson, Margaret Lonergan, Lisa Singh, Allison Candido, Mehmet Sayal:
  SHARD: A Framework for Sequential, Hierarchical Anomaly Ranking and Detection. 243-255
  
• Sen Wu, Jie Tang, Bo Gao:
  Instant Social Graph Search. 256-267
  

Data Manipulation: Pre-processing and Dimension Reduction

• Mohammed Kayed:
  Peer Matrix Alignment: A New Algorithm. 268-279
  
• Ming Zeng, Jiangtao Ren:
  Domain Transfer Dimensionality Reduction via Discriminant Kernel Learning. 280-291
  
• Maoqiang Xie, TaeHyun Hwang, Rui Kuang:
  Prioritizing Disease Genes by Bi-Random Walk. 292-303
  
• Guangtao Wang, Qinbao Song:
  Selecting Feature Subset via Constraint Association Rules. 304-321
  
• Carson Kai-Sang Leung, Fan Jiang:
  RadialViz: An Orientation-Free Frequent Pattern Visualizer. 322-334
  
• Hongmin Cai, Michael Ng:
  Feature Weighting by RELIEF Based on Local Hyperplane Approximation. 335-346
  
• Yidong Li, Hong Shen:
  Towards Identity Disclosure Control in Private Hypergraph Publishing. 347-358
  
• Frank Nagle, Lisa Singh, Aris Gkoulalas-Divanis:
  EWNI: Efficient Anonymization of Vulnerable Individuals in Social Networks. 359-370
  
• Kamthorn Puntumapon, Kitsana Waiyamai:
  A Pruning-Based Approach for Searching Precise and Generalized Region for Synthetic Minority Over-Sampling. 371-382
  
• Eakasit Pacharawongsakda, Thanaruk Theeramunkong:
  Towards More Efficient Multi-label Classification Using Dependent and Independent Dual Space Reduction. 383-394
  
• Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw:
  Automatic Identification of Protagonist in Fairy Tales Using Verb. 395-406
  
• Can Wang, Mingchun Wang, Zhong She, Longbing Cao:
  CD: A Coupled Discretization Algorithm. 407-418
  
• Takehisa Yairi:
  Co-embedding of Structurally Missing Data by Locally Linear Alignment. 419-430
  
• Akshansh Gupta, R. K. Agrawal:
  Relevant Feature Selection from EEG Signal for Mental Task Classification. 431-442
  

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