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!

Summer 2019: WE ARE HIRING! We are on talent scouting. In case you are interested to join our group and work on human-centered AI topics with application in the medical domain, 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

“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: Machine Learning/Human-Centered AI
Research interests: Machine Learning, Deep Learning, Image Classification, Digital Pathology
E-Mail:
Website: https://github.com/mdbloice
Google Scholar: https://scholar.google.com/citations?user=Mv4uD4QAAAAJ&hl=en
Quentin BRAULT
Quentin BRAULT
Incoming Visiting Researcher from University of Lille
Research field: Machine Learning/Human-Centered AI
Research interests: Human-AI Interaction, Digital Pathology
E-Mail:
Andre CALERO-VALDEZ
Andre CALERO-VALDEZ
Visiting Professor at the Holzinger Group - incoming from RWTH Aachen University
Research field: Machine Learning/Human-Centered AI
Research interests: Machine Learning, Recommender Systems, Industry 4.0, Health Informatics
E-Mail:
Website: http://www.comm.rwth-aachen.de/index.php?article_id=63&clang=1
Google Scholar: http://scholar.google.com/citations?user=K6EVDoYAAAAJ&hl=en
Florian ENDEL
Florian ENDEL
Tutor for LV 185.A83 Machine Learning for Health Informatics, TU Vienna, Insitute of Analysis and Scientific Computing
Research field: Machine Learning/Human-Centered AI
Research interests: Machine Learning, Knowledge Extraction, Health Informatics
E-Mail:
Markus FASSOLD
Markus FASSOLD
Junior Researcher at the Holzinger Group and System Administrator
Research field: Machine Learning/Human-Centered AI
Research interests: Usability Engineering, Remote User Testing, Emotion Detection, Mobile Computing, Web Technologies
E-Mail:
Website: http://markus.fassold.at/
Mendeley Profile: http://www.mendeley.com/profiles/markus-fassold/
Google Scholar: http://scholar.google.com/citations?user=RkFzWIsAAAAJ&hl=en
Michael HAIDER
Michael HAIDER
PhD Student at the Holzinger Group and Institute of Pathology
Research field: Health Informatics, Health Economics
Research interests: Open Data, Data Ecosystem, Health Informatics, Digital Pathology
E-Mail:
Andreas Philipp HASSLER
Andreas Philipp HASSLER
Junior Researcher at the Holzinger Group and the Menasalvas Group, Universidad Politécnica de Madrid (Spain)
Research field: Machine Learning/Human-Centered AI
Research interests: Machine Learning, Health Informatics
E-Mail:
Fleur JEANQUARTIER
Fleur JEANQUARTIER
Postdoc researcher at the Holzinger Group
Research field: Machine Learning/Human-Centered AI
Research interests: Data Visualization, Visual Analytics, Tumor Growth Simulation
E-Mail:
Mendeley Profile: http://www.mendeley.com/profiles/fleur-jeanquartier/
Google Scholar: https://scholar.google.com/citations?hl=en&user=IIDTLlAAAAAJ&view_op=list_works&sortby=pubdate
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)
E-Mail:
Google Scholar: http://scholar.google.com/citations?user=7gRBdoAAAAAJ&hl=en
Peter KIESEBERG
Peter KIESEBERG
Visiting PhD Researcher at the Holzinger Group from Secure Business Austria Research (SBA-Research)
Research field: Data Security, Privacy aware machine learning
Research interests: Privacy, Data Protection, Security, Safety, Interactive Machine Learning, Doctor-in-the-Loop
E-Mail:
Website: http://www.sba-research.org/team/researchers/peter-kieseberg/
Google Scholar: http://scholar.google.com/citations?user=tySi9goAAAAJ&hl=en
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
Website: https://en.wikipedia.org/wiki/Pierre-Simon_Laplace
Sangkyun LEE
Sangkyun LEE
Visiting Professor from the Artificial Intelligence Lab at Hanyang University (HYU ERICA), Seoul, South Korea
Research field: Computer and Information Science
Research interests: Artificial Intelligence, Large Scale Machine Learning, Statistical Data Analysis
E-Mail:
Website: https://sites.google.com/view/ailab-hyu/
Google Scholar: https://scholar.google.com/citations?user=H9TufgYAAAAJ&hl=en
Andrej MÜLLER
Andrej MÜLLER
Junior Researcher of the Holzinger Group
Research field: Machine Learning/Human-Centered AI
Research interests: Machine Learning, Gamificiation
E-Mail:
Robert REIHS
Robert REIHS
Researcher at the Holzinger Group and Insitute of Pathology
Research field: Machine Learning/Human-Centered AI
Research interests: Interactive machine learning, Text Mining, Data Mining, Visualization, Digital Pathology
E-Mail:
Google Scholar: https://scholar.google.com/citations?hl=en&user=wflPIx8AAAAJ&view_op=list_works&sortby=pubdate
Ruslan NESHEV
Ruslan NESHEV
Junior Researcher at the Holzinger Group
Research field: Machine Learning/Human-Centered AI
Research interests: Machine Learning, Protein Folding
E-Mail:
Markus PLASS
Markus PLASS
Junior Researcher at the Holzinger Group and Institute of Pathology
Research field: Machine Learning/Human-Centered AI
Research interests: Machine Learning, Biomedical Informatics, Evolutionary Algorithms, Digital Pathology
E-Mail:
Birgit POHN
Birgit POHN
PhD Student at the Holzinger Group and Institute of Pathology
Research field: Machine Learning/Human-Centered AI
Research interests: Human-AI Interaction
E-Mail:
Machine Learning RABBIT (ML RABBIT)
Machine Learning RABBIT (ML RABBIT)
Mascot of the Holzinger Group
Research field: Rabbit-Centered AI
Research interests: Biological Carrots, Curiosity
E-Mail:
Anna SARANTI
Anna SARANTI
PhD Student at the Holzinger Group, financed by FWF research project P-32554 “explainable Artificial Intelligence”
Research field: Machine Learning/Human-Centered AI
Research interests: Explainable AI
E-Mail:
Website: https://www.linkedin.com/in/dipl-ing-anna-saranti-865b7812a/
Google Scholar: https://scholar.google.com/citations?hl=en&user=Rk1C3r4AAAAJ&view_op=list_works&sortby=pubdate
Deepika SINGH
Deepika SINGH
PhD Student at the Holzinger Group, Incoming from Austrian Insitute of Technology (AIT)
Research field: Machine Learning/Human-Centered AI
Research interests: Machine Learning, Knowledge Extraction, Ambient Assisted Living
E-Mail:
Website: https://www.researchgate.net/profile/Deepika_Singh45
Michaela KARGL
Michaela KARGL
Master Student at the Holzinger Group
Research field: Computer Science
Research interests: Explainable AI

Alumni

Manuel BRUSCHI
Manuel BRUSCHI
Junior Researcher at the Holzinger Group 2013 - 2014, now lead of start-up company Timeular
Research field: Computer and Information Science
Research interests: Physiological Computing, Emotion Detection, Psychophysics
David CEMERNEK
David CEMERNEK
Software Developer at the Holzinger Group 2014-2018, now developer at KNOW-Center
Research field: Computer and Information Science
Research interests: Tumor Growth Simulation
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
Website: https://www.vrvis.at/members/lisa-deckert
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 - 2012, now senior developer at NETCONOMY
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
Website: http://scrat.cs.ucy.ac.cy/pgerman/highlights.html
Google Scholar: http://scholar.google.com/citations?user=dIt-skkAAAAJ
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
Google Scholar: http://scholar.google.com/citations?user=lDaS9qoAAAAJ&hl=en
Nicole NEUHOLD
Nicole NEUHOLD
Junior Researcher at the Holzinger Group 2015-2018
Research field: Computer and Information Science
Research interests: Machine Learning, Knowledge Discovery, Clustering Algorithms
E-Mail:
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 Science
Research interests: Human-Computer Interaction, Ambient Assisted Living, e-Health, smart enviroments, pervasive computing
E-Mail:
Website: https://www.hs-owl.de/init/en/das-init/team/c/roecker-1.html
Google Scholar: http://scholar.google.com/citations?user=3CQHQdwAAAAJ&hl=en
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
Google Scholar: http://scholar.google.com/citations?user=AaJY3-MAAAAJ&hl=en
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, now senior developer at NETCONOMY
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
Shane O'SULLIVAN
Shane O'SULLIVAN
Visiting Postdoc Researcher at the Holzinger Group 2018
Research field: Machine Learning/Human-Centered AI
Research interests: Virtual Autopsy and Portable Diagnostics, Digital Pathology
Mike KOBER
Mike KOBER
Junior Researcher at the Holzinger Group 2010 - 2011; now founded the start-up 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 senior developer 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 AI, Berlin (Germany)
Research field: Computer and Information Science
Research interests: Mobile Computing
Bernd MALLE
Bernd MALLE
Junior Researcher at the Holzinger Group 2016-2018, Started now his 1-Million-Start-up-Company with Graphinius
Research field: Computer and Information Science
Research interests: Graph-Based Machine Learning, Privacy Aware Machine Learning
Google Scholar: https://scholar.google.com/citations?hl=en&user=VwsQfbwAAAAJ&view_op=list_works&sortby=pubdate