Our People - Data - Analytics, Mining and Management

Research Expertise

  • Transportation systems data collection and modeling 
  • Energy demand for electric vehicle charging
  • Intercity travel and accessibility
Group(s): 
Connected and Autonomous→Intelligent Transportation Systems (ITS); Powertrain and Emissions→Batteries; Software and Data→Data - Analytics, Mining and Management, Modelling and Design; A to D profiles
Research Expertise
  • Artificial Intelligence and Machine Learning
  • Probabilistic Graphical Models
  • Decision Making Under Uncertainty
  • Big Data Analytics
  • Optimization
  • Reinforcement Learning
  • Game Theory
  • Autonomous and connected car
  • Automotive
  • Operational Artificial Intelligence

Centre for Pattern Analysis and Machine Intelligence

Personal Website

Group(s): 
Connected and Autonomous→Automated Driving; Software and Data→Data - Analytics, Mining and Management; A to D profiles
Research Expertise
  • Data analysis of vehicle usage, through WeBike Project.
  • Data mining and management.

Data Systems Group

Personal Website

Group(s): 
Software and Data→Data - Analytics, Mining and Management; E to H profiles
Research Expertise
  • Autonomous and intelligent systems
  • Computational intelligence and applications
  • Cognitive robotics and advanced mechatronics
  • Distributed real time systems
  • Concept extraction and natural speech understanding
  • Multi modal information retrieval

Centre for Pattern Analysis and Machine Intelligence (CPAMI)

Personal Website

Group(s): 
Connected and Autonomous→Advanced Driver Assistance Systems (ADAS), Automated Driving, Collaborative Driving, Human Machine Interface (HMI); Powertrain and Emissions→Sensors; Software and Data→Data - Analytics, Mining and Management; I to M profiles