Welcome to the Holzinger Group

Science is to test crazy ideas, Engineering is to put these ideas into practice …

Humans are excellent at pattern recognition in dimensions of ≤3 (image below, left side). However, most biomedical data sets are in dimensions much higher than 3 (image below, right), making manual analysis often impossible. Efficient, useable computational methods, algorithms and tools to interactively gain insight into such data are a commandment of our time.

The Holzinger Group works on a synergistic combination of methods from two areas, offering ideal conditions to unravel these problems: Human-Computer Interaction (HCI) and Knowledge Discovery/Data Mining (KDD), with the goal of supporting human intelligence with machine learning – human-in-the-loop – to discover novel, previously unknown insights into the data – an important step towards personalized medicine.

hci kdd

Research field: Computer and Information Science
Technical Area: Knowledge Discovery, interactive Machine Learning, Human-in-the-loop, Ubiquitous computing
Application Area: Biomedical Informatics, Smart Health, Personalized Medicine, Smart Health

More about the Holzinger Group

hci4all.at is now hci-kdd.org

Our website appears in a new light!

We welcome our visitors to our new hci-kdd.org website. In order to keep pace with time, our website is now responsive with a fresh design.

Read more

Contact

Assoc. Prof. Dr. Andreas Holzinger

Head of Research Unit HCI-KDD
Institute for Medical Informatics, Statistics and Documentation

Medical University Graz
Auenbruggerplatz 2/V
A-8036 Graz, Austria

Phone: +43 316 385 13883
Fax: +43 316 385 13590
E-Mail: a.holzinger@hci-kdd.org

The Holzinger Group