Topics of Big Data and Artificial Intelligence
- Analytics as a Service
- Architectural Design for Big Data
- Big Data Analytics for Governance
- Conceptual/cognitive/programming Models for Big data analytics
- Clustering of Big Data
- Data Fusion and Multi Modal Analytics
- Data Models for Big Data Analytics
- Domain-specific Analytics
- Index Structures for Big Data Analytics
- Interaction Design for Exploratory Analytics
- Machine Learning and AI techniques for Big Data
- Large-scale recommendation systems and graph analysis
- Model Discovery from Big Data
- NoSQL and non-standard Data Models
- Physical Data Organization for Big Data
- Predictive Modelling
- Rule Mining from Big Data
- Scalability and Performance issues
- Security, privacy and legal issues specific to big data
- Semantics of Big Data
- Streaming Data Analytics
- Summarization and Materialized views
- Topic Modelling
- Unstructured and Semi-structured Data Mining
- Visual analytics
- Pattern recognitionrecognition of different types of patterns
- feature extraction selection and evaluation
- structural/statistical approaches
- Computer visionimage processing
- analysis
- segmentation
- object recognition
- scene understanding
- Artificial intelligencemachine/deep learning
- expert systems
- system interpretability
- knowledge representation
- perception
- semantic analysis
- intelligent systems
- Big datadata visualization
- volume/velocity /data variety
- small sample size
- supercomputing, cloud
- data mining
- performance evaluation