Welcome to the Holzinger Group HCI-KDD
Science is to test crazy ideas, Engineering is to put these ideas into Business: The Holzinger group is doing theoretical, algorithmical, and experimental studies to try to understand intelligence to discover knowledge in data.
Research Field: Computer and Information Science
Technical Area: Machine Learning
Application Area: Health Informatics
Humans are excellent at pattern recognition in dimensions of ≤3 (image above, left side). However, most biomedical data sets are in dimensions much higher than 3 (image above, right), making manual analysis often impossible. Efficient, useable computational methods, algorithms and tools to interactively gain insight into such complex data are a commandment of our time. >Info Poster MM77
The Holzinger Group works consistently on a synergistic combination of methods from two areas, offering ideal conditions to unravel problems with complex data sets: Human-Computer Interaction (HCI) and Knowledge Discovery/Data Mining (KDD), with the goal of supporting human intelligence with machine learning (human-in-the-loop). This needs a concerted effort, international without boundaries > Expert network