Welcome to the Holzinger-Group!

Artificial Intelligence/Machine Learning (see definitions) is the fastest growing field in computer science, and health informatics is among the most important application domains.

Machine Learning & and Knowledge Extraction (MAKE), following the HCI-KDD approach, involves a concerted effort of topics ranging from data pre-processing to visualization. In a joint effort with our international research colleagues, we are interested in theoretical, algorithmic, and experimental studies towards understanding intelligence aiming at context-adaptive systems. Have a look at our research statement: Youtube Video 09:10 min

We support the international machine learning research community with contributions to explainable-AI. We follow our guiding motto: Science is to test crazy ideas – Engineering is to put these ideas into Business. We enjoy thinking and we consider us as problem solvers – and we are proud of tackling challenging topics. Most of all: We just do it!

October 2018: WE ARE HIRING! We are on talent scouting. In case you are interested to join our group and work on cool topics
please proceed to: http://hci-kdd.org/scientific-working-for-students

Our leitmotif is: “Augmenting human intelligence with artificial intelligence”

“The most rewarding research is the one that delights the thinker and at the same time is beneficial to humankind” (Christian DOPPLER, 1803‐1853, Austrian Mathematician and Physicist).

Consequently, we are devoted to our guiding principle: “Science is to test crazy ideas – Engineering is to put these ideas into Business” A.Holzinger, 2011, Successful Management of R&D

This page is current as of September, 16, 2018, 14:00 CEST

“Science is to test crazy ideas – Engineering is to put these ideas into Business” – the Holzinger group just do it

Members

Marcus BLOICE
Marcus BLOICE
Senior Researcher at the Holzinger Group
Research field: Computer and Information Science
Research interests: Machine Learning, Deep Learning, Health Informatics
Andre CALERO-VALDEZ
Andre CALERO-VALDEZ
Visiting Professor at the Holzinger Group - incoming from RWTH Aachen University
Research field: Computer and Information Science
Research interests: Machine Learning, Recommender Systems, Industry 4.0, Health Informatics
David CEMERNEK
David CEMERNEK
Software Developer at the Holzinger Group
Research field: Computer and Information Science
Research interests: Tumor Growth Simulation
Florian ENDEL
Florian ENDEL
Tutor for LV 185.A83 Machine Learning for Health Informatics, TU Vienna, Insitute of Analysis and Scientific Computing
Research field: Computer and Information Science
Research interests: Machine Learning, Knowledge Extraction, Health Informatics
Markus FASSOLD
Markus FASSOLD
Junior Researcher at the Holzinger Group and System Administrator
Research field: Computer and Information Science
Research interests: Usability Engineering, Remote User Testing, Emotion Detection, Mobile Computing, Web Technologies
Michael HAIDER
Michael HAIDER
Doctoral Researcher at the Holzinger Group and Institute of Pathology
Research field: Health Informatics
Research interests: Open Data, Data Ecosystem, Health Informatics (Digital Pathology Project)
Andreas Philipp HASSLER
Andreas Philipp HASSLER
Junior Researcher at the Holzinger Group and at the Menasalvas Group, Universidad Politécnica de Madrid, Co-Supervisor: Prof. Ernestina MENASALVAS
Research field: Computer and Information Science
Research interests: Machine Learning, Health Informatics
Fleur JEANQUARTIER
Fleur JEANQUARTIER
Postdoc researcher at the Holzinger Group
Research field: Computer and Information Science
Research interests: Data Visualization, Visual Analytics, Tumor Growth Simulation
Claire JEAN-QUARTIER
Claire JEAN-QUARTIER
Postdoc Researcher at the Holzinger Group
Research field: Computational Biology, Bioinformatics
Research interests: in-silico tumor growth simulation, signaling & 3R (refine, reduce, replace)
Peter KIESEBERG
Peter KIESEBERG
Visiting Doctoral Researcher at the Holzinger Group from Secure Business Austria Research
Research field: Mathematics
Research interests: Privacy, Data Protection, Security, Safety, Interactive Machine Learning, Doctor-in-the-Loop
Pierre Simon de LAPLACE
Pierre Simon de LAPLACE
Historic ideal of the Holzinger Group
Research field: Mathematics, Statistics, Physics, Astronomy
Research interests: Mathematical Physics, Probability Theory
Sangkyun LEE
Sangkyun LEE
Visiting Professor from the AI Lab at Hanyang University (HYU ERICA)
Research field: Computer and Information Science
Research interests: Artificial Intelligence, Large Scale Machine Learning, Statistical Data Analysis
Heimo MÜLLER
Heimo MÜLLER
Senior Postdoc at the Holzinger Group and Institute of Pathology
Research field: Computer and Information Sciences
Research interests: Image Processing, Vision, Computer graphics, Information Design, Digital Pathology
Andrej MÜLLER
Andrej MÜLLER
Junior Researcher of the Holzinger Group
Research field: Computer and Information Science
Research interests: Machine Learning, Gamificiation
Robert REIHS
Robert REIHS
Researcher at the Holzinger Group and Insitute of Pathology
Research field: Computer and Information Science
Research interests: Interactive machine learning, Text Mining, Data Mining, Visualization, Digital Pathology
Ruslan NESHEV
Ruslan NESHEV
Junior Researcher at the Holzinger Group
Research field: Biomedical Engineering
Research interests: Machine Learning, Protein Folding
Markus PLASS
Markus PLASS
Junior Researcher at the Holzinger Group
Research field: Computer and Information Science
Research interests: Machine Learning, Biomedical Informatics, Evolutionary Algorithms, Digital Pathology
Machine Learning RABBIT
Machine Learning RABBIT
Mascot of the Holzinger Group
Research field: Foodomics
Research interests: Biological Carrots
Deepika SINGH
Deepika SINGH
PhD Researcher at the Holzinger Group, Incoming from Austrian Insitute of Technology
Research field: Computer and Information Science
Research interests: Machine Learning, Knowledge Extraction, Ambient Assisted Living
Shane O'SULLIVAN
Shane O'SULLIVAN
Visiting Postdoc Researcher at the Holzinger Group
Research field: Health Informatics
Research interests: Virtual Autopsy and Portable Diagnostics
Stella WOLFGRUBER
Stella WOLFGRUBER
Diagnostics & Research Institute für Pathology and Doctoral Researcher at the Holzinger Group
Research field: Molecular Pathology
Research interests: Molecular Explainability

Alumni

Manuel BRUSCHI
Manuel BRUSCHI
Junior Researcher at the Holzinger Group, 2013 - 2014, now funded Timeular
Research field: Computer and Information Science
Research interests: Physiological Computing, Emotion Detection
Lisa DECKERT
Lisa DECKERT
Junior Researcher at the Holzinger Group from 2013 - 2015, now at VRVIS center Vienna
Research field: Computer and Information Science
Research interests: Interactive Data Mining, Machine Learning, Knowledge Discovery, Biomedical Informatics
Stefan DORNER
Stefan DORNER
Junior Researcher at the Holzinger Group 2009 - 2010, now software developer at NETCONOMY
Research field: Computer and Information Science
Research interests: Informatics and Biology, Mobile Computing
Michael GEIER
Michael GEIER
Junior Researcher at the Holzinger Group, 2011/12
Research field: Computer and Information Science
Research interests: Mobile Computing, Multimedia Information Systems, Knowledge Discovery
Panagiotis GERMANAKOS
Panagiotis GERMANAKOS
Visiting Professor at the Holzinger Group from University of Nicosia (Cyprus) in Winterterm 2011/12
Research field:
Research interests: Computational intelligence, Adaptive smart user interfaces, Semantics, Web Technologies
Primoz KOSEC
Primoz KOSEC
Postdoc Researcher at the Holzinger Group, 2009 - 2012
Research field: Computer and Information Science
Research interests: Knowledge Discovery, Information Retrieval, Natural User Interfaces, Usability Engineering
Nicole NEUHOLD
Nicole NEUHOLD
Junior Researcher at the Holzinger Group
Research field: Computer and Information Science
Research interests: Machine Learning, Knowledge Discovery, Clustering Algorithms
Carsten ROECKER
Carsten ROECKER
Visiting Professor at the Holzinger Group from RWTH Aachen University, 2013/14; now Professor at the University of Applied Sciences Ostwestfalen-Lippe, Lemgo
Research field: Computer and Information Systems
Research interests: Human-Computer Interaction, Ambient Assisted Living, e-Health, smart enviroments, pervasive computing
Michael SCHWARZ
Michael SCHWARZ
Junior Researcher at the Holzinger Group from 2013 to 2014
Research field: Computer and Information Science
Research interests: Mobile Computing, Longitudinal Data Visualization
Gig SEARLE
Gig SEARLE
Senior Researcher at the Holzinger Group from 2007 to 2012
Research field: Computer and Information Science
Research interests: Multimedia Information Systems, Ambient Assisted Living (AAL), Smart environments for elderly people
Bettina SOMMERAUER
Bettina SOMMERAUER
Junior Researcher at the Holzinger Group from 2010 to 2014
Research field: Computer and Information Science
Research interests: Multimedia Information Systems, Usability Engineering
Miriam SCHROETTNER
Miriam SCHROETTNER
Junior Researcher at the Holzinger Group from 2013 to 2015
Research field: Computer and Information Science
Research interests: Biomedical Informatics
Mario ZUPPAN
Mario ZUPPAN
Junior Researcher at the Holzinger Group from 2012 to 2013
Research field: Computer and Information Science
Research interests: Knowledge Discovery, Big Data, Data Mining, Machine Learning, methodolgoical issues of discovering knowledge in high-dimensional data sets
Mike KOBER
Mike KOBER
Junior Researcher at the Holzinger Group 2010 - 2011; now founded Simple Solutions
Research field: Computer and Information Science
Research interests: Mobile Computing
Olivia WACLIK
Olivia WACLIK
Junior Software Developer at the Holzinger Group 2010 - 2011, now at UNYCOM
Research field: Computer and Information Science
Research interests: Usability Engineering
Martin HOELLER
Martin HOELLER
Junior Software Developer at the Holzinger Group 2007 - 2008; now Senior Developer at Clue, Berlin
Research field: Computer and Information Science
Research interests: Mobile Computing