UTS site search
Data Sciences and Knowledge Discovery Laboratory
By examining data agility, discovering knowledge, and disclosing that as actionable business intelligence, DSKD’s innovative methodologies and processes bridge the gap between academia and businesses and help organisations make smart decisions.

The DSKD Lab drives theoretical and practical innovation in: data mining and knowledge discovery, pattern recognition, machine learning, behaviour informatics and agent interaction/integration.

They foster practice-driven research to advance the process of theoretical knowledge discovery and then develop the tools and techniques, businesses need to solve their problems, make smarter decisions and ultimately reach their organisational goals – whether that be a dynamic pricing model based on real-time market intelligence; software that can help a truck merge safely onto a freeway; intelligent machine analysis of video surveillance footage; or algorithms that can predict crime, natural disasters or market trends.

Through numerous grants linking theoretical research with the real-world problems of industry and community, they’ve developed extensive experience in addressing critical issues like government behaviour, investment planning, social security, telecommunications, advertising efficacy and resource allocation.

Research Strengths

Bullet
 
Activity Mining
 
Bullet
 
Combined Mining
Bullet
 
Domain Driven Data Mining
 
Bullet
 
Innovative Associations
Bullet
 
Kernel Methods
 
Bullet
 
Multiple Data Source Discovery
Bullet
 
Missing Data Imputation
 
Bullet
 
Sequence Mining
Bullet
 
Time Series Mining
 
Bullet
 
Behaviour Data
Bullet
 
Behaviour Modeling and Representation
 
Bullet
 
Behaviour Simulation
Bullet
 
Behavior Pattern Analysis
 
Bullet
 
Behavior Impact Analysis
Bullet
 
Behavior Presentation
 
Bullet
 
KDD Driven Agents
Bullet
 
Agent-Driven KDD
 
Bullet
 
Intelligence Metasynthesis
Bullet
 Mutual Issues 
Bullet
 Infrastructure Enhancement
Bullet
 Smart Trading Support 
Bullet
 Smart Market Surveillance Support

 

Application Domains

Bullet
 
Capital Markets
 
Bullet
 
Crime
Bullet
 
E-commerce
 
Bullet
 
Health Insurance
Bullet
 
Security
 
Bullet
 
Telecommunications