Conference Topics
Conference Tracks & Topics
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
|
|