Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers

Front Matter....Pages -
Using Scan-Statistical Correlations for Network Change Analysis....Pages 1-13
Predicting High Impact Academic Papers Using Citation Network Features....Pages 14-25
An OLAP Server for Sensor Networks Using Augmented Statistics Trees....Pages 26-35
Indirect Information Linkage for OSINT through Authorship Analysis of Aliases....Pages 36-46
Dynamic Similarity-Aware Inverted Indexing for Real-Time Entity Resolution....Pages 47-58
Identifying Dominant Economic Sectors and Stock Markets: A Social Network Mining Approach....Pages 59-70
Ensemble Learning Model for Petroleum Reservoir Characterization: A Case of Feed-Forward Back-Propagation Neural Networks....Pages 71-82
Visual Data Mining Methods for Kernel Smoothed Estimates of Cox Processes....Pages 83-94
Real-Time Television ROI Tracking Using Mirrored Experimental Designs....Pages 95-108
On the Evaluation of the Homogeneous Ensembles with CV-Passports....Pages 109-120
Parallel Sentiment Polarity Classification Method with Substring Feature Reduction....Pages 121-132
Identifying Authoritative and Reliable Contents in Community Question Answering with Domain Knowledge....Pages 133-142
On the Application of Multi-class Classification in Physical Therapy Recommendation....Pages 143-154
EEG-MINE: Mining and Understanding Epilepsy Data....Pages 155-167
A Constraint and Rule in an Enhancement of Binary Particle Swarm Optimization to Select Informative Genes for Cancer Classification....Pages 168-178
Parameter Estimation Using Improved Differential Evolution (IDE) and Bacterial Foraging Algorithm to Model Tyrosine Production in Mus Musculus (Mouse)....Pages 179-190
Threonine Biosynthesis Pathway Simulation Using IBMDE with Parameter Estimation....Pages 191-200
A Depression Detection Model Based on Sentiment Analysis in Micro-blog Social Network....Pages 201-213
Modelling Gene Networks by a Dynamic Bayesian Network-Based Model with Time Lag Estimation....Pages 214-222
Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (BHFBA) for Improving the Production of Succinic Acid and Glycerol in Saccharomyces cerevisiae ....Pages 223-233
Mining Clinical Process in Order Histories Using Sequential Pattern Mining Approach....Pages 234-246
Multiclass Prediction for Cancer Microarray Data Using Various Variables Range Selection Based on Random Forest....Pages 247-257
A Hybrid of SVM and SCAD with Group-Specific Tuning Parameters in Identification of Informative Genes and Biological Pathways....Pages 258-269
Structured Feature Extraction Using Association Rules....Pages 270-282
Evaluation of Error-Sensitive Attributes....Pages 283-294
Mining Correlated Patterns with Multiple Minimum All-Confidence Thresholds....Pages 295-306
A Novel Proposal for Outlier Detection in High Dimensional Space....Pages 307-318
CPPG: Efficient Mining of Coverage Patterns Using Projected Pattern Growth Technique....Pages 319-329
A Two-Stage Dual Space Reduction Framework for Multi-label Classification....Pages 330-341
Effective Evaluation Measures for Subspace Clustering of Data Streams....Pages 342-353
Objectively Evaluating Interestingness Measures for Frequent Itemset Mining....Pages 354-366
A New Feature Selection and Feature Contrasting Approach Based on Quality Metric: Application to Efficient Classification of Complex Textual Data....Pages 367-378
Evaluation of Position-Constrained Association-Rule-Based Classification for Tree-Structured Data....Pages 379-391
Enhancing Textual Data Quality in Data Mining: Case Study and Experiences....Pages 392-403
Cost-Based Quality Measures in Subgroup Discovery....Pages 404-415
Applying Migrating Birds Optimization to Credit Card Fraud Detection....Pages 416-427
Clustering in Conjunction with Quantum Genetic Algorithm for Relevant Genes Selection for Cancer Microarray Data....Pages 428-439
On the Optimality of Subsets of Features Selected by Heuristic and Hyper-heuristic Approaches....Pages 440-451
A PSO-Based Cost-Sensitive Neural Network for Imbalanced Data Classification....Pages 452-463
Binary Classification Using Genetic Programming: Evolving Discriminant Functions with Dynamic Thresholds....Pages 464-474
Incremental Constrained Clustering: A Decision Theoretic Approach....Pages 475-486
Querying Compressed XML Data....Pages 487-498
Mining Approximate Keys Based on Reasoning from XML Data....Pages 499-510
A Semantic-Based Dual Caching System for Nomadic Web Service....Pages 511-521
FTCRank: Ranking Components for Building Highly Reliable Cloud Applications....Pages 522-532
Research on SaaS Resource Management Method Oriented to Periodic User Behavior....Pages 533-542
Weight Based Live Migration of Virtual Machines....Pages 543-554
Back Matter....Pages -