Themes

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 Complex Datasets
Mining on Emerging Architectures
Text & Web Mining
Optimization Methods
Other Novel Methods
Applications

Astronomy & Astrophysics
High Energy Physics
Collaborative Filtering
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


Important Deadlines

SUBMISSION DEADLINES
October 6, 2017 11:59PM (US Pacific Time): Abstract Submission
October 6, 2017 11:59PM (US Pacific Time): Workshop Proposals
October 6, 2017 11:59PM (US Pacific Time): Tutorial Proposals
October 13, 2017 11:59PM (US Pacific Time): Paper Submission

TRAVEL FUND APPLICATION DEADLINE
January 26, 2018: SIAM Student Travel Award and Post-doc/Early Career Travel Award Applications

PRE-REGISTRATION RATE DEADLINE
April 3, 2018: Disconnect time is midnight EDT

HOTEL RESERVATION DEADLINE
April 3, 2018