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6th ADMA 2010: Chongqing, China
- Longbing Cao, Yong Feng, Jiang Zhong:
Advanced Data Mining and Applications - 6th International Conference, ADMA 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6440, Springer 2010, ISBN 978-3-642-17315-8
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
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
On Probabilistic Models for Uncertain Sequential Pattern Mining. 60-72 - Marie Ndiaye, Cheikh Talibouya Diop, Arnaud Giacometti, Patrick Marcel
Cube Based Summaries of Large Association Rule Sets. 73-85 - Anestis Gkanogiannis
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
Nearest Neighbour Distance Matrix Classification. 114-124 - Stephanie Chua
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
DHPTID-HYBRID Algorithm: A Hybrid Algorithm for Association Rule Mining. 149-160 - Djoko Budiyanto Setyohadi
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 - Zhi-Hong 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, Rini Smita Thakur:
Frequent Pattern Mining Using Modified CP-Tree for Knowledge Discovery. 254-261 - Meng Fang, Shuliang Wang
Spatial Neighborhood Clustering Based on Data Field. 262-269 - Iñigo Mendialdua, Basilio Sierra
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
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 Nor Ellyza binti Nohuddin, Rob M. Christley
Frequent Pattern Trend Analysis in Social Networks. 358-369 - Keita Emura
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
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
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
Multiple Attribute Frequent Mining-Based for Dengue Outbreak. 489-496 - Ke-Bing Zhang, Mehmet A. Orgun
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
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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