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ORCID16. PAKDD 2012: Kuala Lumpur, Malaysia
- Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey:
Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 - June 1, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7302, Springer 2012, ISBN 978-3-642-30219-0
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 K. P. 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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