SUBDUE has the ability to learn from structured data with relations among data objects. This ability can assist the process of discovery and analysis. SUBDUE has been tested on the following domains.

• Link Discovery for Counter Terrorism
• Anomaly Detection
• CAD Circuit Analysis
• Web Search
• Protein Structure Analysis
• DNA gene transcription sites
• Analyzing carcinogenic chemical compounds
• Analyzing compounds for chemical toxicity
• Analyzing aviation incident reports
• Analyzing seismic events
• Analyzing program source code
• Analyzing telecommunications data