Research Areas

Application Domains

• Advanced Manufacturing
• Banking and Finance
• Biomedical Engineering
• Biomedicine
• Computational Law
• Cyber-Physical Systems
• Cybersecurity
• Digital Manufacturing
• Disaster Management
• Education
• Energy
• Forestry
• Health Science
• Population Health Analytics
• Psychology
• Retail
• Security Analytics
• Transportation

Visual and Human-Computer Interaction

• Cognitive Assistance
• Gamification
• Human-Computer Interaction
• Human Intent Inference
• Information Visualization
• User Interaction Modeling
• Virtual Reality/AR
• Visual Analytics
• Visualization

Analytics

• Agent Models
• Anomaly Detection
• Bio-Signal Processing
• Computer Vision
• Data Fusion and Distributed Learning
• Data Mining
• Data Science
• Data/Text/Web Mining
• Deep Learning
• Evolutionary Optimization Methods
• Geometric/Topological
• Image Analysis and Retrieval
• Immersive Analytics
• Information Extraction
• Information Retrieval
• Latent Structure Learning
• Link Analysis
• Machine Learning
• Natural Language Processing
• Pattern Recognition
• Privacy-Preserving Analytics
• Real-Time Data Analysis
• Reinforcement Learning
• Social Media Analysis
• Social Network Analysis
• Spatio-temporal Models
• Visual Analytics

Data Management

• Algorithms
• Big Data Platforms
• Big Data Systems
• Cloud Computing
• Cybersecurity
• Data Stream Management
• Data Streaming
• Green Computing
• Information Retrieval
• Internet of Things
• Knowledge Management
• Knowledge Organization
• Massively Parallel Processing
• Mobile Computing
• System Optimization
• Systems Storage
• Wireless Networks
• Wireless Mobility