Current PhD projects in Statistics and Data Analysis

• Analysing Public Transport Delays using Multivariate Matrix Exponential Distributions

  Clara Brimnes Gardner: Analysing Public Transport Delays using Multivariate Matrix Exponential Distributions
• 
  Data Analytics in Production

  Davide Cacciarelli: Active learning-based sampling method to facilitate product-related data collection in big data environments
• 
  Predictive maintenance and the issues of unsupervised model validation, false...

  Henrik Hviid Hansen: Designing reusable and trustworthy machine learning models for predictive maintenance of many different power plant components.
• 
  Machine learning on biological data for faster data-driven drug discovery and...

  Kasper Alnor Einarson: Machine learning on biological data for faster data-driven drug discovery and development
• Predictive Analytics in a Command and Control Context

  Kristoffer Vinther Olesen: How computers can detect piracy, smugglers and ships in need of help in real time
• 
  Computational Methods for Ordinal Mixed Models Applicable to Online User Ratings

  Manja Gersholm Grønberg: How do we provide the user with the best recommendations? A new approach to analysis of data from recommender systems.
• Production Analytics for a novel additive manufacturing system

  Marta Rotari: Innovation is progress, and with this project we want to be part of it!  A novel additive manufacturing system as an alternative to the injection...
• 
  Minimizing your Netflix interruptions

   
• Register-based disease trajectories in cardiovascular conditions compared to trajectories...

  Nikolaj Normann Holm: Examining cardiovascular and psychiatric disease trajectories through modern data analysis tools to provide doctors with novel methods for...
• Extracting Essential Data and Making Inference from Big Data

  Rune Dodensig Kjærsgaard: Extracting Essential Data from Big Data
• Using machine learning methods in Precision Psychiatry with the aim of assisting...

  Sara Dorthea Nielsen: AI Modeling and Evaluation in Precision psychiatry
• 
  Towards RhapsodeTM Adaptive Learning System-Mediated Quality Improvement of Nursing...

  Tobias Alexander Bang Tretow-Fish: Evaluating an Adaptive Learning System through a Data Science Approach
• 
  Artificial Intelligence and Machine Learning in Field Service

  Tobias Engelhardt Rasmussen: Using Machine Learning Methods to Optimise Field Service Visits and Avoid Unnecessary Driving