6. ADMA 2010: Chongqing, China

I Data Mining Foundations

• Zhenxing Qin, Chengqi Zhang, Tao Wang, Shichao Zhang:
  Cost Sensitive Classification in Data Mining. 1-11
  
• Hong Yu, Hu Luo, Shuangshuang Chu:
  Web Users Access Paths Clustering Based on Possibilistic and Fuzzy Sets Theory. 12-23
  
• Quang-Thang Dinh, Matthieu Exbrayat, Christel Vrain:
  Discriminative Markov Logic Network Structure Learning Based on Propositionalization and chi²-Test. 24-35
  
• Russel Pears, Yun Sing Koh, Gillian Dobbie:
  EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining. 36-47
  
• Santhana Chaimontree, Katie Atkinson, Frans Coenen:
  Best Clustering Configuration Metrics: Towards Multiagent Based Clustering. 48-59
  
• Muhammad Muzammal, Rajeev Raman:
  On Probabilistic Models for Uncertain Sequential Pattern Mining. 60-72
  
• Marie Ndiaye, Cheikh Talibouya Diop, Arnaud Giacometti, Patrick Marcel, Arnaud Soulet:
  Cube Based Summaries of Large Association Rule Sets. 73-85
  
• Anestis Gkanogiannis, Theodore Kalamboukis:
  A Perceptron-Like Linear Supervised Algorithm for Text Classification. 86-97
  
• Yixiong Chen, Zhongfu Wu, Zhiguo Li, Yixing Zhang:
  Research on Time Series Forecasting Model Based on Moore Automata. 98-105
  
• Weining Liu, Lei Jiang:
  A Clustering Algorithm FCM-ACO for Supplier Base Management. 106-113
  
• Mohd Shamrie Sainin, Rayner Alfred:
  Nearest Neighbour Distance Matrix Classification. 114-124
  
• Stephanie Chua, Frans Coenen, Grant Malcolm:
  Classification Inductive Rule Learning with Negated Features. 125-136
  
• Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
  Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces. 137-148
  
• Shilpa Sonawani, Amrita Mishra:
  DHPTID-HYBRID Algorithm: A Hybrid Algorithm for Association Rule Mining. 149-160
  
• Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar, Zulaiha Ali Othman:
  An Improved Rough Clustering Using Discernibility Based Initial Seed Computation. 161-168
  
• V. A. Narayana, P. Premchand, A. Govardhan:
  Fixing the Threshold for Effective Detection of Near Duplicate Web Documents in Web Crawling. 169-180
  
• Ying Zhao:
  Topic-Constrained Hierarchical Clustering for Document Datasets. 181-192
  
• Azuraliza Abu Bakar, Almahdi Mohammed Ahmed, Abdul Razak Hamdan:
  Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach. 193-201
  
• Gholamreza Esfandani, Hassan Abolhassani:
  MSDBSCAN: Multi-density Scale-Independent Clustering Algorithm Based on DBSCAN. 202-213
  
• Zhihong Deng, Xiaoran Xu:
  An Efficient Algorithm for Mining Erasable Itemsets. 214-225
  
• Shuai Jin, Yubao Liu, Zhijie Li:
  Discord Region Based Analysis to Improve Data Utility of Privately Published Time Series. 226-237
  
• Yong Feng, Xianyong Chen, Zhen Chen:
  Deep Web Sources Classifier Based on DSOM-EACO Clustering Model. 238-245
  
• Baoguo Yang, Yang Zhang:
  Kernel Based K-Medoids for Clustering Data with Uncertainty. 246-253
  
• R. Vishnu Priya, A. Vadivel, R. S. Thakur:
  Frequent Pattern Mining Using Modified CP-Tree for Knowledge Discovery. 254-261
  
• Meng Fang, Shuliang Wang, Hong Jin:
  Spatial Neighborhood Clustering Based on Data Field. 262-269
  
• I. Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi:
  Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier. 270-277
  
• Qingjiu Zhang, Shiliang Sun:
  A Centroid k-Nearest Neighbor Method. 278-285
  
• Min Qian, Lijie Pu, Rong Fu, Ming Zhu:
  Mining Spatial Association Rules with Multi-relational Approach. 286-293
  
• Duo Wang, Bo Cheng:
  An Unsupervised Classification Method of Remote Sensing Images Based on Ant Colony Optimization Algorithm. 294-301
  
• Jiang Zhong, Longhai Liu, Zhiguo Li:
  A Novel Clustering Algorithm Based on Gravity and Cluster Merging. 302-309
  

II Data Mining in Specific Areas

• Hao Wang, Alvin Chin:
  Evolution Analysis of a Mobile Social Network. 310-321
  
• Qi Ye, Bin Wu, Bai Wang:
  Distance Distribution and Average Shortest Path Length Estimation in Real-World Networks. 322-333
  
• Xiangliang Zhang, Wei Wang:
  Self-adaptive Change Detection in Streaming Data with Non-stationary Distribution. 334-345
  
• Wenhao Huang, Zhengbin Dong, Nan Zhao, Hao Tian, Guojie Song, Guanhua Chen, Yun Jiang, Kunqing Xie:
  Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data. 346-357
  
• Puteri N. E. Nohuddin, Rob Christley, Frans Coenen, Yogesh Patel, Christian Setzkorn, Shane Williams:
  Frequent Pattern Trend Analysis in Social Networks. 358-369
  
• Keita Emura, Atsuko Miyaji, Mohammad Shahriar Rahman:
  Efficient Privacy-Preserving Data Mining in Malicious Model. 370-382
  
• Haiming Zhang, Yuanchun Zhou, Jianhui Li, XueZhi Wang, Baoping Yan:
  Analyze the Wild Birds' Migration Tracks by MPI-Based Parallel Clustering Algorithm. 383-393
  
• Jing Gao, Wei Lai:
  Formal Concept Analysis Based Clustering for Blog Network Visualization. 394-404
  
• Chuntao Jiang, Frans Coenen, Michele Zito:
  Finding Frequent Subgraphs in Longitudinal Social Network Data Using a Weighted Graph Mining Approach. 405-416
  
• Mi Sug Gu, Jeong Hee Hwang, Keun Ho Ryu:
  Weigted-FP-Tree Based XML Query Pattern Mining. 417-428
  
• Atsuko Miyaji, Mohammad Shahriar Rahman:
  Privacy-Preserving Data Mining in Presence of Covert Adversaries. 429-440
  
• Qi Ye, Bin Wu, Bai Wang:
  Multiple Level Views on the Adherent Cohesive Subgraphs in Massive Temporal Call Graphs. 441-452
  
• Yitong Wang, Xiaofei Chen, Xiaojun Feng:
  Combating Link Spam by Noisy Link Analysis. 453-464
  
• François Poulet, Nguyen-Khang Pham:
  High Dimensional Image Categorization. 465-476
  
• Lizhen Wang, Hongmei Chen, Lihong Zhao, Lihua Zhou:
  Efficiently Mining Co-Location Rules on Interval Data. 477-488
  
• Zalizah Awang Long, Azuraliza Abu Bakar, Abdul Razak Hamdan, Mazrura Sahani:
  Multiple Attribute Frequent Mining-Based for Dengue Outbreak. 489-496
  
• Ke-Bing Zhang, Mehmet A. Orgun, Peter A. Busch, Abhaya C. Nayak:
  A Top-Down Approach for Hierarchical Cluster Exploration by Visualization. 497-508
  
• Shuang Wang, Guoren Wang, Jitong Chen:
  Distributed Frequent Items Detection on Uncertain Data. 509-520
  
• Feng Ji, Xipeng Qiu, Xuanjing Huang:
  Mining Uncertain Sentences with Multiple Instance Learning. 521-528
  
• Hongrui Xie, Yujiu Yang, Wenhuang Liu:
  WeightLOFCC: A Heuristic Weight-Setting Strategy of LOF Applied to Outlier Detection in Time Series Data. 529-536
  
• Yuhua Li, Quan Lin, Ruixuan Li, Dongsheng Duan:
  TGP: Mining Top-K Frequent Closed Graph Pattern without Minimum Support. 537-548
  
• Wenning Hao, Enlai Zhao, Hongjun Zhang, Gang Chen, Dawei Jin:
  Research on Similarity Matching for Multiple Granularities Time-Series Data. 549-556
  
• Chuan Shi, Jian Zhang, Liangliang Shi, Yanan Cai, Bin Wu:
  A Novel Algorithm for Hierarchical Community Structure Detection in Complex Networks. 557-564
  
• Jun Wu, Xin Wang, Xiaodong Lee, Baoping Yan:
  Investigating Sequential Patterns of DNS Usage and Its Applications. 565-576
  
• Rong Xie, Xin Luo:
  Key Issues and Theoretical Framework on Moving Objects Data Mining. 577-584
  
• Qian Wang, Min Zheng:
  An Improved KNN Based Outlier Detection Algorithm for Large Datasets. 585-592
  
• Rein Kuusik, Grete Lind:
  Some Developments of Determinacy Analysis. 593-602
  
• Shahreen Kasim, Safaai Deris, Razib M. Othman:
  A New Computational Framework for Gene Expression Clustering. 603-610
  
• Defu Zhang, Bo Wu, Xian Hua, Yangbin Yang:
  Forecasting Short-Term Trends of Stock Markets Based on Fuzzy Frequent Pattern Tree. 611-617
  
• Peng Yang, Yan Zheng:
  Inspired Rule-Based User Identification. 618-624
  

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