Architecting Cyber Physical Systems

• Computational Complexity
• Complex Analytics
• Resilience and Self-Organization
• Formal Methods for Systems Architecting
• Executable Architectures
• Emergent System Behavior
• System of Systems
• Multi Scale Modeling

Machine Learning Algorithms

• Supervised Learning
• Unsupervised Learning
• Manifold Learning
• Curse of Dimensionality
• Clustering Algorithms
• Time Series Prediction
• Knowledge Discovery
• Statistics Based Machine Learning
• Knowledge Extraction

Recursive Deep Learning Networks

• Recurrent Neural Networks
• Auto-Regressive Networks
• Temporal Dependencies
• Regularization
• Optimization for Training
• Structured Probabilistic  Models
• Auto-Encoders
• Approximate Inference

Adaptive Data Analytics

• Data Incentive Computing
• Database Centric Architecture
• Social Network Data
• Collaboration and Sharing for Big Data
• Visualization for Big Data Analytics
• Topological Data Analysis
• Data Cleaning Techniques for Big Data

Deep Learning in Healthcare Systems

• Accurate Diagnostics
• Health Care Decision Making
• Survival Prediction
• Clinical Imaging
• Electronic Health Records
• Genomics
• Mobile Health Monitoring

Convolution Deep Learning Networks

• Natural Language Processing
• Computer Vision
• Pooling
• Convolution Algorithms
• Deep Network Design
• Optimization for Deep Network Architectures
• Deep Generative Models
• Large Scale Deep Learning

Deep Learning in Cyber Security

• Cyber Security Analytics
• Cyber Fractology
• Predictive Analytics

 Machine Learning for Smart Cities

• Digital Patrol
• Traffic and Transit Optimization
• Virtual Health
• Citizen Devices
• Court Management
• Emergency Management
• Assets Maintenance and Management

Deep Learning Models for Smart Grids

• Power System Operation, Protection and Control
• Micogrid Optimization
• Cyber and Physical Security
• Modeling and Simulation
• Dynamic Electricity Demand Prediction

Cyber Manufacturing Systems

• Integrated Design and Manufacturing
• Models with Metrology
• Plug-and-Play Toolkit for Geometric-Adaptive Machining
• Model-Based Enterprise Data and Infrastructure
• Adaptive Vehicle Make (AVM) Tool Integration
• AVM Technology Development
• Shop-Floor Augmented Reality and Wearable Computing
• Smart Factory Visibility and Real-Time Optimization
• Cloud Based Manufacturing and Services
• Factory Infrastructure Cyber-Security Assessment
• Virtually Guided Certification (AA)
• Operating System for Cyber-Physical Manufacturing
• Systems Design Using the Digital Thread
• Digital Manufacturing
• Augmented and Virtual Reality for  Manufacturing
• Human-Automation Interaction in Manufacturing and Production Systems