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SDM 2011 : Eleventh SIAM International Conference on Data Mining

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Link: http://www.siam.org/meetings/sdm11
 
When Apr 28, 2011 - Apr 30, 2011
Where Phoenix, AZ
Submission Deadline Oct 15, 2010
Notification Due Dec 22, 2010
Final Version Due Jan 25, 2011
Categories    data mining   machine learning
 

Call For Papers

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, highperformance
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 are
published in archival form, and are also made available on the SIAM web site.

TOPICS OF INTEREST
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

Related Resources

ICDM 2018   IEEE International Conference on Data Mining
SDM 2018   CFP SDM'18: SIAM International Conference on Data Mining
ACML 2018   The 10th Asian Conference on Machine Learning
SDM 2018   SIAM International Conference on Data Mining
AusDM 2018   Australasian Data Mining Conference
ICANN 2018   27th International Conference on Artificial Neural Networks
ICDIM 2018   Thirteenth International Conference on Digital Information Management (ICDIM 2018)
ISCSAI 2018   2018 International Symposium on Computer Science and Artificial Intelligence
BMVC 2018   British Machine Vision Conference
IEEE Big Data 2018   2018 IEEE International Conference on Big Data