Advanced Data Mining and Applications: 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part I

Front Matter....Pages -
Retrieval in CBR Using a Combination of Similarity and Association Knowledge....Pages 1-14
A Clustering Approach Using Weighted Similarity Majority Margins....Pages 15-28
A False Negative Maximal Frequent Itemset Mining Algorithm over Stream....Pages 29-41
A Graph Enrichment Based Clustering over Vertically Partitioned Data....Pages 42-54
A Method for Finding Groups of Related Herbs in Traditional Chinese Medicine....Pages 55-68
A New Hybrid Clustering Method for Reducing Very Large Spatio-temporal Dataset....Pages 69-82
A Normal Distribution-Based Over-Sampling Approach to Imbalanced Data Classification....Pages 83-96
A Novel Genetic Algorithm for Overlapping Community Detection....Pages 97-108
A Probabilistic Topic Model with Social Tags for Query Reformulation in Informational Search....Pages 109-123
A QoS-Aware Web Services Selection Model Using AND/OR Graph....Pages 124-137
A Tweet-Centric Approach for Topic-Specific Author Ranking in Micro-Blog....Pages 138-151
An Algorithm for Sample and Data Dimensionality Reduction Using Fast Simulated Annealing....Pages 152-161
An Investigation of Recursive Auto-associative Memory in Sentiment Detection....Pages 162-174
APPECT: An Approximate Backbone-Based Clustering Algorithm for Tags....Pages 175-189
Bi-clustering Gene Expression Data Using Co-similarity....Pages 190-200
CCE: A Chinese Concept Encyclopedia Incorporating the Expert-Edited Chinese Concept Dictionary with Online Cyclopedias....Pages 201-214
Cluster Ensembles via Weighted Graph Regularized Nonnegative Matrix Factorization....Pages 215-228
Continuously Identifying Representatives Out of Massive Streams....Pages 229-242
Cost-Sensitive Decision Tree for Uncertain Data....Pages 243-255
Direct Marketing with Fewer Mistakes....Pages 256-269
Discovering Collective Viewpoints on Micro-blogging Events Based on Community and Temporal Aspects....Pages 270-284
Discriminatory Confidence Analysis in Pattern Mining....Pages 285-298
Dominance-Based Soft Set Approach in Decision-Making Analysis....Pages 299-310
Efficient Computation of Measurements of Correlated Patterns in Uncertain Data....Pages 311-324
Efficient Subject-Oriented Evaluating and Mining Methods for Data with Schema Uncertainty....Pages 325-338
An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data....Pages 339-352
Exploiting Concept Clumping for Efficient Incremental News Article Categorization....Pages 353-366
Extracting Rocks from Mars Images with Data Fields....Pages 367-380
Finding a Wise Group of Experts in Social Networks....Pages 381-394
Fully Utilize Feedbacks: Language Model Based Relevance Feedback in Information Retrieval....Pages 395-405
FXProj – A Fuzzy XML Documents Projected Clustering Based on Structure and Content....Pages 406-419
Back Matter....Pages -