SDM 2018

SDM 2018
Event in series	SDM
Dates	2018/05/03 (iCal) - 2018/05/05
Homepage:	https://archive.siam.org/meetings/sdm18/
Location
Location:	San Diego, California, USA
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Committees
General chairs:	Tanya Berger-Wolf, Dimitrios Gunopulos
PC chairs:	Martin Ester, Dino Pedreschi
Table of Contents

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Topics

• Methods and Algorithms
• Classification
• Clustering
• Frequent Pattern Mining
• Probabilistic & Statistical Methods
• Graphical Models
• Spatial & Temporal Mining
• Data Stream Mining
• Anomaly & Outlier Detection
• Feature Extraction, Selection and Dimension Reduction
• Mining with Constraints
• Data Cleaning & Preprocessing
• Computational Learning Theory
• Multi-Task Learning
• Online Algorithms
• Big Data, Scalable & High-Performance Computing Techniques
• Mining with Data Clouds
• Mining Graphs
• Mining Semi Structured Data
• Mining Image Data
• Mining on Emerging Architectures
• Text & Web Mining
• Optimization Methods
• Other Novel Methods

• Applications
• Astronomy & Astrophysics
• High Energy Physics
• Recommender Systems
• Climate / Ecological / Environmental 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
• Other Human Factors and Social Issues