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32676 Conferences

2012 SIAM International Conference on Data Mining - SDM12

Added by admin on 2012-02-26

Conference Dates:

Start Date Start Date: 2012-04-26
Last Date Last Day: 2012-04-28

Conference Contact Info:

Contact Person Contact Person: Joydeep Ghosh
Email Email: meetings@siam.org
Address Address: Disney, Anaheim, CA, United States

Conference Description:

Data mining is an important tool in science, engineering, industrial processes, healthcare, business, and medicine. The datasets in these fields are large, complex, and often noisy. Extracting knowledge requires the use of sophisticated, high performance and principled analysis techniques and algorithms, based on sound theoretical and statistical foundations. These techniques in turn require implementations that are carefully tuned for performance; powerful visualization technologies; interface systems that are usable by scientists, engineers, and physicians
as well as researchers; and infrastructures that support them.

This conference provides a venue for researchers who are addressing these problems to present their work in a peer-reviewed forum. It also provides an ideal setting for graduate students and others new to the field to learn about cutting-edge research by hearing outstanding invited speakers and attending presentations and tutorials (included with conference registration). A set of focused workshops are also held on the last day of the conference. The proceedings of the conference arepublished in archival form, and are also made available on the SIAM web site.

Themes

Methods and Algorithms
Classification
Clustering
Frequent Pattern Mining
Probabilistic & Statistical Methods
Spatial & Temporal Mining
Data Stream Mining
Abnormality & Outlier Detection
Feature Selection/ Feature Extraction
Dimension Reduction
Data Reduction
Mining with Constraints
Data Cleaning & Noise Reduction
Computational Learning Theory
Multi-Task Learning
Adaptive Algorithms
Scalable & High-Performance Mining
Mining Graphs
Mining Semi structured Data
Mining Complex Datasets
Mining on Emerging Architectures
Text & Web Mining
Other Novel Methods
Applications

Astronomy & Astrophysics
High Energy Physics
Collaborative Filtering
Earth Science
Risk Management
Supply Chain Management
Customer Relationship Management
Finance
Genomics & Bioinformatics
Drug Discovery
Healthcare Management
Automation & Process Control
Logistics Management
Intrusion & Fraud detection
Bio-surveillance
Sensor Network Applications
Social Network Analysis
Intelligence Analysis
Other Novel Applications & Case Studies
Human Factors and Social Issues

Ethics of Data Mining
Intellectual Ownership
Privacy Models
Privacy Preserving Data Mining & Data Publishing
Risk Analysis
User Interfaces
Interestingness & Relevance
Data & Result Visualization
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