SDM, SDM 2019

Robotic Events (َSDM 2019): International Conference on Data Mining SDM 2019 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 is 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 website. 

Topics (SDM 2019)

Methods and Algorithms 

• Anomaly & Outlier Detection 
• Big Data & Large-Scale Systems 
• Classification & Semi-Supervised Learning 
• Clustering & Unsupervised Learning 
• Data Cleaning & Integration 
• Deep Learning & Representation Learning 
• Frequent Pattern Mining 
• Feature Extraction, Selection and Dimensionality Reduction 
• Mining Data Streams
• Mining Graphs & Complex Data
• Mining on Emerging Architectures & Data Clouds
• Mining Semi Structured Data
• Mining Spatial & Temporal Data 
• Mining Text, Web & Social Media 
• Online Algorithms 
• Optimization Methods 
• Parallel and Distributed Methods 
• Probabilistic & Statistical Methods 
• Scalable & High-Performance Mining 
• Other Novel Methods 
  

  Applications 

• Astronomy & Astrophysics 
• Automation & Process Control 
• Climate / Ecological / Environmental Science 
• Customer Relationship Management 
• Data Science 
• Drug Discovery 
• Finance 
• Genomics & Bioinformatics 
• Healthcare Management 
• High Energy Physics 
• Intelligence Analysis 
• Internet of Things 
• Intrusion & Fraud detection 
• Logistics Management 
• Recommendation 
• Risk Management 
• Social Network Analysis 
• Supply Chain Management 
• Other Emerging Applications 
  

  Human Factors and Social Issues 

• Ethics of Data Mining 
• Intellectual Ownership 
• Interestingness & Relevance 
• Privacy and Fairness Models 
• Privacy Preserving Data Mining 
• Risk Analysis and Risk Management 
• Transparency and Algorithmic Bias 
• User Interfaces and Visual Analytics 
• Other Human and Social Issues 

Date:

• 02, 04 May 2019

Where:

• Calgary, Alberta, Canada 

Phone Number:

• 001-2153829800