Welcome to the Holzinger Group …

… where machine learning and biomedical informatics meet.

> NEW > Please take part in our latest on-line experiment > http://hci-kdd.org/projects/iml-experiment

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 the problem of knowledge discovery from complex data to discover unknown unknowns.

We try to help to answer three grand questions:

How do we create algorithms that learn from data?

How do we understand intelligence?

How can we extract knowledge from data?

hci kdd

Research Field: Computer and Information Science
Technical Area: Machine Learning
Application Area: Health Informatics

More about the Holzinger Group

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

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