Welcome to the Holzinger-Group!

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 in machine learning in order to solve the problem of knowledge extraction from complex data to discover unknown unknowns. Consequently, we can help to solve problems in health informatics.

We are aiming to reach excellence at international level within an inspiring group atmosphere. 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. Most of all: We just do it!

If you are crazy enough: We are always on talent scouting, in case you are interested to join our group please go to

http://hci-kdd.org/open-students-theses-offene-diplomarbeiten-bachelor-master-phd

Our leitmotif is: “Science is to test crazy ideas – Engineering is to put these ideas into Business”

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

Current as of April, 5, 2017, 19:30 CET

Holzinger Group Leitmotif Science is to test crazy ideas – Engineering is to put these ideas into Business

Members

Marcus BLOICE
Marcus BLOICE
Senior Researcher at the Holzinger Group
Research field: Computing and Information Science
Research interests: Machine Learning, Health Informatics, Deep Learning
Sebastian BÜTTNER
Sebastian BÜTTNER
PhD Researcher at the Holzinger Group, Incoming from Fraunhofer IOSB-INA
Research field: Computer and Information Sciences
Research interests: Collaborative Interactive Machine Learning, Decision Making, Reasoning
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, Health Informatics, Recommender Systems, Industry 4.0
David CEMERNEK
David CEMERNEK
Junior Researcher at the Holzinger Group
Research field: Computer and Information Science
Research interests: Machine Learning
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
Research interests: Usability Engineering, Remote User Testing, Emotion Detection, Mobile Computing, Web Technologies
Benedikt GANSINGER
Benedikt GANSINGER
Junior Researcher at the Holzinger Group
Research field: Computer and Information Science
Research interests: Machine Learning, Graph Theory
Nicola GIULIANI
Nicola GIULIANI
Junior Researcher at the Holzinger Group
Research interests: Machine Learning, Biomedical Informatics
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 interests: Machine Learning, Health Informatics
Fleur JEANQUARTIER
Fleur JEANQUARTIER
PhD researcher at the Holzinger Group
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 & TU Vienna
Research field: Mathematics
Research interests: Privacy, Data Protection, Security, Safety, Interactive Machine Learning, Doctor-in-the-Loop
Irina KUZNETSOVA
Irina KUZNETSOVA
PhD Researcher at the Holzinger Group, Incoming from The University of Western Australia, Perth; Co-Advisor: Prof. Aleksandra Filipovska
Research field: Computer Science
Research interests: Machine Learning, Mitochondrial Medicine and Biology
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
Bernd MALLE
Bernd MALLE
PhD Researcher at the Holzinger Group
Research interests: Machine Learning, Privacy, Open Data Generation, Graphinius
Andrej MÜLLER
Andrej MÜLLER
Junior Researcher of the Holzinger Group
Research field: Computer and Information Science
Research interests: Machine Learning, Health Informatics
Nicole NEUHOLD
Nicole NEUHOLD
Junior Researcher at the Holzinger Group
Research interests: Machine Learning, Knowledge Discovery, Clustering Algorithms
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, Tutor of LV 709.049 Medizinische Informatik
Research interests: Machine Learning, Biomedical Informatics, Evolutionary Algorithms
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

Alumni

Manuel BRUSCHI
Manuel BRUSCHI
Junior Researcher at the Holzinger Group, 2013/14
Research interests: Physiological Computing, Emotion Detection
Lisa DECKERT
Lisa DECKERT
Junior Researcher at the Holzinger Group from 2013 to 2015
Research interests: Interactive Data Mining, Machine Learning, Knowledge Discovery, Biomedical Informatics
Stefan DORNER
Stefan DORNER
Junior Researcher at the Holzinger Group, 2009/10
Research interests: Informatics and Biology, Mobile Computing
Michael GEIER
Michael GEIER
Junior Researcher at the Holzinger Group, 2011/12
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 interests: Computational intelligence, Adaptive smart user interfaces, Semantics, Web Technologies
Michael HAIDER
Michael HAIDER
Bachelor Student of the Holzinger Group 2010 - now at Google Ireland
Research field: Computer and Information Science
Research interests: Open Data, Data Ecosystem, Health Informatics
Primoz KOSEC
Primoz KOSEC
Postdoc Researcher at the Holzinger Group, 2009/12
Research interests: Knowledge Discovery, Information Retrieval, Natural User Interfaces, Usability Engineering
Sangkyun LEE
Sangkyun LEE
Visiting Postdoc Researcher at the Holzinger Group from the Artificial Intelligence Group TU Dortmund
Research field: Computer Science
Research interests: Large-Scale Optimization, Machine Learning, Statistical Data Analysis
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 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 interests: Mobile Computing, Longitudinal Data Visualization
Gig SEARLE
Gig SEARLE
Senior Researcher at the Holzinger Group from 2007 to 2012
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 interests: Multimedia Information Systems, Usability Engineering
Miriam SCHROETTNER
Miriam SCHROETTNER
Junior Researcher at the Holzinger Group from 2013 to 2015
Research interests: Interactive Data Mining, Machine Learning, Knowledge Discovery, Biomedical Informatics
Mario ZUPPAN
Mario ZUPPAN
Junior Researcher at the Holzinger Group from 2012 to 2013
Research interests: Knowledge Discovery, Big Data, Data Mining, Machine Learning, methodolgoical issues of discovering knowledge in high-dimensional data sets