Welcome to the Human-Centered AI Lab (Holzinger Group)

The Holzinger Group supports the international machine learning research community with contributions to explainable-AI, fostering ethical responsible machine learning. We follow our guiding motto: Science is to test crazy ideas – Engineering is to put these ideas into Practice. We enjoy thinking!

For 2020: 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: https://human-centered.ai/open-positions

Head

Andreas HOLZINGER

Lead Holzinger Group

Research field: Artificial Intelligence/Machine Learning

Research interests: Explainable-AI, interactive Machine Learning, Knowledge Extraction, Health Informatics

E-Mail:

Website: https://www.aholzinger.at

Mendeley Profile: https://www.mendeley.com/profiles/andreas-holzinger/

Google Scholar: https://scholar.google.com/citations?hl=en&user=BTBd5V4AAAAJ&view_op=list_works&sortby=pubdate

Heimo MÜLLER

Co-Lead Holzinger-Group and Senior Postdoc at the Institute of Pathology

Research field: Artificial Intelligence/Machine Learning

Research interests: Human-AI Interaction, explainable AI, Image Processing, Computer graphics, Information Design, Digital Pathology

E-Mail:

Google Scholar: https://scholar.google.com/citations?hl=en&user=-Wgn7fQAAAAJ&view_op=list_works&sortby=pubdate

Members

Marcus BLOICE

Senior Researcher at the Holzinger Group

Research field: Artificial Intelligence/Machine Learning

Research interests: 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

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

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: https://www.comm.rwth-aachen.de/index.php?article_id=63&clang=1

Google Scholar: https://scholar.google.com/citations?user=K6EVDoYAAAAJ&hl=en

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

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: https://markus.fassold.at/

Mendeley Profile: https://www.mendeley.com/profiles/markus-fassold/

Google Scholar: https://scholar.google.com/citations?user=RkFzWIsAAAAJ&hl=en

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

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

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: https://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

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: https://scholar.google.com/citations?user=7gRBdoAAAAAJ&hl=en

Michaela KARGL

Master Student at the Holzinger Group

Research field: Computer Science

Research interests: Explainable AI

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: https://www.sba-research.org/team/researchers/peter-kieseberg/

Google Scholar: https://scholar.google.com/citations?user=tySi9goAAAAJ&hl=en

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

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

Junior Researcher of the Holzinger Group

Research field: Machine Learning/Human-Centered AI

Research interests: Machine Learning, Gamificiation

E-Mail:

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

Junior Researcher at the Holzinger Group

Research field: Machine Learning/Human-Centered AI

Research interests: Machine Learning, Protein Folding

E-Mail:

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

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)

Mascot of the Holzinger Group

Research field: Rabbit-Centered AI

Research interests: Biological Carrots, Curiosity

E-Mail:

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, Deep Learning

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

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

Simon STREIT

Junior Researcher

Research field: Computer Science, Machine Learning

Research interests: Explainable AI

Alumni

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

Website: https://timeular.com/our-story/

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

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

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

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

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: https://scrat.cs.ucy.ac.cy/pgerman/highlights.html

Google Scholar: https://scholar.google.com/citations?user=dIt-skkAAAAJ

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: https://scholar.google.com/citations?user=lDaS9qoAAAAJ&hl=en

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

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: https://scholar.google.com/citations?user=3CQHQdwAAAAJ&hl=en

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

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: https://scholar.google.com/citations?user=AaJY3-MAAAAJ&hl=en

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

Junior Researcher at the Holzinger Group from 2013 to 2015

Research field: Computer and Information Science

Research interests: Biomedical Informatics

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

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

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

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

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

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