Departments · 1
Professors · 24
machine learning
- deep learning
- uncertainty quantification
- decision-making under uncertainty
- ai4science
networks · security
- wireless/wireline network resource & performance optimization
- network costing
- cybersecurity
- smart systems
machine learning · data science · software engineering · security
- data analytics
- applied ai/ml
- software engineering
- cps safety & security
- dependable ai
- decision-making
machine learning
- machine learning
- neuroscience
- biomedical engineering
machine learning · data science
- data mining & applications
- machine learning
- cognitive modeling
machine learning · data science
- health informatics
- machine learning
- computational statistics
machine learning · cloud computing · networks
- ml for wireless comms
- iot/ioe
- multi-access edge computing
- edge ai for 6g
- ris
- blockchain
data science
- data-science methodology for public health
- cancer
- epidemiology
- environmental & social science
cloud computing · distributed systems · software engineering · systems
- software engineering
- distributed systems
- fault tolerance
- self-adaptive/autonomic computing
- clouds
machine learning
- biomedical imaging analysis
- brain function
- motor control
- machine learning
machine learning · security
- image compression/encoding
- image analysis
- image security
- clustering & pattern recognition
software engineering · systems
- computer algebra
- nonlinear system solving
- parallel processing
- high-performance computing
- programming languages
machine learning
- computational neuroscience
- machine learning
- vision
software engineering · security
- cybersecurity
- secure software engineering
- security analytics
distributed systems · systems
- distributed systems
- network/systems management
- autonomic computing
machine learning · distributed systems
- game design & technologies
- ai & character behaviour in games
- massively scaled applications
- virtual worlds
data science · databases
- database systems & data management
- data quality
- data cleaning
- access to data
cloud computing · data science · software engineering
- big-data & cloud software engineering
- requirements
- architecture
- software quality
- defects
- evolution
machine learning · data science
- computational biology
- ml
- single-cell genomics
machine learning · data science
- machine learning
- genomics/bioinformatics
- medical ai
machine learning · natural language processing
- artificial intelligence
- computational linguistics
- nonmonotonic logic
machine learning
- ai
- ml
- deep learning
- computer vision
- cognitive computational neuroscience
- brain data analysis
machine learning · networks · security · systems
- next-gen 5g/6g networks
- cyber-physical systems
- iiot
- satellite-integrated networks
- smart grids
- v2x