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

The Human-Centered AI Lab (Holzinger group) is following the principle: “Science is to test crazy ideas – Engineering is to put these ideas into practice” and dedicated to contribute to the international research community towards ethical responsible verifiable machine learning for the support of human health.

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: a [dot] holzinger [at] human-centered [dot] ai

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 Group-Leader 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: heimo [dot] mueller [at] medunigraz [dot] at

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: m [dot] bloice [at] human-centered [dot] ai

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: q [dot] brault [at] human-centered [dot] ai

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: a [dot] calero-valdez [at] human-centered [dot] ai

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: florian [dot] endel [at] tuwien [dot] ac [dot] at

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: m [dot] fassold [at] human-centered [dot] ai

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: m [dot] haider [at] human-centered [dot] ai

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: a [dot] hassler [at] human-centered [dot] ai

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: f [dot] jeanquartier [at] human-centered [dot] ai

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: c [dot] jeanquartier [at] human-centered [dot] ai

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: p [dot] kieseberg [at] human-centered [dot] ai

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: sangkyun [at] hanyang [dot] ac [dot] kr

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: a [dot] mueller [at] human-centered [dot] ai

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: r [dot] reihs [at] human-centered [dot] ai

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: r [dot] neshev [at] human-centered [dot] ai

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: m [dot] plass [at] human-centered [dot] ai

Birgit POHN

PhD Student at the Holzinger Group and the Mueller Group

Research field: Machine Learning/Human-Centered AI

Research interests: Human-AI Interaction

E-Mail: b [dot] pohn [at] human-centered [dot] ai

Machine Learning RABBIT (ML RABBIT)

Mascot of the Holzinger Group

Research field: Rabbit-Centered AI

Research interests: Biological Carrots, Curiosity

E-Mail: ml [dot] rabbit [at] human-centered [dot] ai

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: anna [dot] saranti [at] human-centered [dot] ai

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: deepika [dot] singh [at] medunigraz [dot] at

Website: https://www.researchgate.net/profile/Deepika_Singh45

Google Scholar: https://scholar.google.com/citations?hl=en&user=m7G4VR0AAAAJ&view_op=list_works&sortby=pubdate

Simon STREIT

Junior Researcher

Research field: Machine Learning, Deep 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: n [dot] neuhold [at] human-centered [dot] ai

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: c [dot] roecker [at] human-centered [dot] ai

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