15. PAKDD 2011: Shenzhen, China

Feature Extraction

• Bi-Ru Dai, Shu-Ming Hsu:
  An Instance Selection Algorithm Based on Reverse Nearest Neighbor. 1-12
  
• Dinesh Garg, Sundararajan Sellamanickam, Shirish Krishnaj Shevade:
  A Game Theoretic Approach for Feature Clustering and Its Application to Feature Selection. 13-25
  
• Gabriel Pui Cheong Fung, Fred Morstatter, Huan Liu:
  Feature Selection Strategy in Text Classification. 26-37
  
• Jiali Yun, Liping Jing, Jian Yu, Houkuan Huang:
  Unsupervised Feature Weighting Based on Local Feature Relatedness. 38-49
  
• Xipeng Qiu, Jinlong Zhou, Xuanjing Huang:
  An Effective Feature Selection Method for Text Categorization. 50-61
  

Machine Learning

• Daisuke Kimura, Tetsuji Kuboyama, Tetsuo Shibuya, Hisashi Kashima:
  A Subpath Kernel for Rooted Unordered Trees. 62-74
  
• Victor Cheng, Chun-hung Li:
  Classification Probabilistic PCA with Application in Domain Adaptation. 75-86
  
• Shingo Takamatsu, Issei Sato, Hiroshi Nakagawa:
  Probabilistic Matrix Factorization Leveraging Contexts for Unsupervised Relation Extraction. 87-99
  
• Bin Wang, Harry Zhang, Bruce Spencer, Yuanyuan Guo:
  The Unsymmetrical-Style Co-training. 100-111
  
• Jianxin Wu:
  Balance Support Vector Machines Locally Using the Structural Similarity Kernel. 112-123
  
• Xiaoyuan Su, Russell Greiner, Taghi M. Khoshgoftaar, Amri Napolitano:
  Using Classifier-Based Nominal Imputation to Improve Machine Learning. 124-135
  
• Sunil Kumar Gupta, Dinh Q. Phung, Brett Adams, Svetha Venkatesh:
  A Bayesian Framework for Learning Shared and Individual Subspaces from Multiple Data Sources. 136-147
  
• Dijun Luo, Chris H. Q. Ding, Heng Huang:
  Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms. 148-159
  
• Sanparith Marukatat, Wasin Sinthupinyo:
  Improved Spectral Hashing. 160-170
  

Clustering

• Liping Jing, Jiali Yun, Jian Yu, Joshua Zhexue Huang:
  High-Order Co-clustering Text Data on Semantics-Based Representation Model. 171-182
  
• Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic:
  The Role of Hubness in Clustering High-Dimensional Data. 183-195
  
• Baijie Wang, Xin Wang:
  Spatial Entropy-Based Clustering for Mining Data with Spatial Correlation. 196-208
  
• Hui Wu, Guangzhi Qu, Xingquan Zhu:
  Self-adjust Local Connectivity Analysis for Spectral Clustering. 209-224
  
• Sauravjyoti Sarmah, Rosy Das Sarmah, Dhruba Kumar Bhattacharyya:
  An Effective Density-Based Hierarchical Clustering Technique to Identify Coherent Patterns from Gene Expression Data. 225-236
  
• Yubin Zhan, Jianping Yin:
  Nonlinear Discriminative Embedding for Clustering via Spectral Regularization. 237-248
  
• Hui-Ling Chen, Dayou Liu, Bo Yang, Jie Liu, Gang Wang, Sujing Wang:
  An Adaptive Fuzzy k-Nearest Neighbor Method Based on Parallel Particle Swarm Optimization for Bankruptcy Prediction. 249-264
  
• Tengke Xiong, Shengrui Wang, André Mayers, Ernest Monga:
  Semi-supervised Parameter-Free Divisive Hierarchical Clustering of Categorical Data. 265-276
  

Classification

• Indre Zliobaite:
  Identifying Hidden Contexts in Classification. 277-288
  
• Junfeng Pan, Gui-Rong Xue, Yong Yu, Yang Wang:
  Cross-Lingual Sentiment Classification via Bi-view Non-negative Matrix Tri-Factorization. 289-300
  
• Xiangyun Qing, Xingyu Wang:
  A Sequential Dynamic Multi-class Model and Recursive Filtering by Variational Bayesian Methods. 301-312
  
• Pei-Pei Li, Xindong Wu, Qianhui Liang, Xuegang Hu, Yuhong Zhang:
  Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams. 313-325
  
• Xiaojun Wan:
  Collaborative Data Cleaning for Sentiment Classification with Noisy Training Corpus. 326-337
  

Pattern Mining

• Michael Steinbach, Haoyu Yu, Gang Fang, Vipin Kumar:
  Using Constraints to Generate and Explore Higher Order Discriminative Patterns. 338-350
  
• Jin Soung Yoo, Mark Bow:
  Mining Maximal Co-located Event Sets. 351-362
  
• Xujuan Zhou, Yuefeng Li, Peter Bruza, Yue Xu, Raymond Y. K. Lau:
  Pattern Mining for a Two-Stage Information Filtering System. 363-374
  
• Guangyan Huang, Yanchun Zhang, Jing He, Zhiming Ding:
  Efficiently Retrieving Longest Common Route Patterns of Moving Objects By Summarizing Turning Regions. 375-386
  
• Yun Sing Koh, Russel Pears, Gillian Dobbie:
  Automatic Assignment of Item Weights for Pattern Mining on Data Streams. 387-398
  

Prediction

• Harish S. Bhat, Daniel Zaelit:
  Predicting Private Company Exits Using Qualitative Data. 399-410
  
• Ying Huang, Bing Quan Huang, M. Tahar Kechadi:
  A Rule-Based Method for Customer Churn Prediction in Telecommunication Services. 411-422
  

Text Mining

• Weidong Yang, Hao Zhu, Nan Li, Guansheng Zhu:
  Adaptive and Effective Keyword Search for XML. 423-434
  
• Tomonari Masada, Atsuhiro Takasu, Yuichiro Shibata, Kiyoshi Oguri:
  Steering Time-Dependent Estimation of Posteriors with Hyperparameter Indexing in Bayesian Topic Models. 435-447
  
• Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia:
  Constrained LDA for Grouping Product Features in Opinion Mining. 448-459
  
• Tian-Jie Zhan, Chun-hung Li:
  Semantic Dependent Word Pairs Generative Model for Fine-Grained Product Feature Mining. 460-475
  
• Dat Huynh, Dat Tran, Wanli Ma, Dharmendra Sharma:
  Grammatical Dependency-Based Relations for Term Weighting in Text Classification. 476-487
  
• Sangeetha Kutty, Richi Nayak, Yuefeng Li:
  XML Documents Clustering Using a Tensor Space Model. 488-499
  
• Ying Liu, Kun Bai, Liangcai Gao:
  An Efficient Pre-processing Method to Identify Logical Components from PDF Documents. 500-511
  
• Rathany Chan Sam, Huong Thanh Le, Thuy Thanh Nguyen, Thien Huu Nguyen:
  Combining Proper Name-Coreference with Conditional Random Fields for Semi-supervised Named Entity Recognition in Vietnamese Text. 512-524
  
• Hiroshi Fujimoto, Minoru Etoh, Akira Kinno, Yoshikazu Akinaga:
  Topic Analysis of Web User Behavior Using LDA Model on Proxy Logs. 525-536
  
• Xianling Mao, Xiaobing Liu, Nan Di, Xiaoming Li, Hongfei Yan:
  SizeSpotSigs: An Effective Deduplicate Algorithm Considering the Size of Page Content. 537-548
  
• Wim De Smet, Jie Tang, Marie-Francine Moens:
  Knowledge Transfer across Multilingual Corpora via Latent Topics. 549-560
  

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