SDM 2011 - 11th SIAM International Conference on Data Mining

Website www.siam.org/meetings/sdm11/ | Edit Freely

Category SDM 2011

Deadline: October 15, 2010 | Date: April 28, 2011-April 30, 2011

Venue/Country: Phoenix, U.S.A

Updated: 2010-06-28 13:48:24 (GMT+9)

Call For Papers - CFP

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

WORKSHOPS AND TUTORIALS

The conference will feature workshops

and tutorials on several special topics.

Please see the SDM 2011 website for

submission requirements. Examples of

workshops and tutorials are available

through the SDM 2010 website

(http://www.siam.org/meetings/sdm10/).

IMPORTANT DATES

Paper Submission:

11:59pm, October 15, 2010 (PST)

Author Notification:

December 22, 2010

Workshop/Tutorial Proposals:

11:59pm, October 15, 2010 (PST)