Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), October 28-31, 2007, Omaha, Nebraska, USA.
IEEE Computer Society 2007
7. ICDM Workshops 2007:
Omaha, Nebraska, USA
Data Mining in Web 2.0 Environments
Knowledge Discovery from Multimedia Data and Multimedia Applications
Mining and Management of Biological Data
Data Mining in Medicine
, Shusaku Tsumoto
: Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Examinations.
, Rafael Carel
, Dotan Barak
: Utilization of Data-Mining Techniques for Evaluation of Patterns of Asthma Drugs Use by Ambulatory Patients in a Large Health Maintenance Organization.
Optimization-Based Data Mining Techniques with Applications
: Predicting and Optimizing Classifier Utility with the Power Law.
, Teppei Sato
: Semi-supervised Kernel Logistic Regression and Its Extension to Active Learning Based on A-Optimality.
High Performance Data Mining
, James Bailey
: An Efficient Technique for Mining Approximately Frequent Substring Patterns.
, Imad Rahal
: WC-Clustering: Hierarchical Clustering Using the Weighted Confidence Affinity Measure.
Mining Graphs and Complex Structures
Data Mining on Uncertain Data
Lance E. Besaw
, Donna M. Rizzo
: Counterpropagation Neural Network for Stochastic Conditional Simulation: An Application with Berea Sandstone.
Data Streaming Mining and Management
Ana Cristina Costa
, Amílcar Soares
: Space-Time Interpolation and Uncertainty Assessment of an Extreme Precipitation Index Using Geostatistical Cosimulation.
Shyamanta M. Hazarika
: Pattern Mining as Abduction: From Snapshots to Spatio-Temporal Sequential Patterns.
: Formulating, Identifying and Analyzing Individual Spatial Knowledge.
, Jeffery D. Hamerlinck
: Using Statistics and Spatial Data Mining to Study Land Cover in Wyoming : Can We Predict Vegetation Types from Environmental Variables?
, Brian Wardlow
: The Vegetation Outlook (VegOut): A New Tool for Providing Outlooks of General Vegetation Conditions Using Data Mining Techniques.
, Sanjay Chawla
: Spatio-Temporal Analysis of the Relationship between South American Precipitation Extremes and the El Niño Southern Oscillation.
Privacy Aspects of Data Mining