RESEARCH AREAS @ CSBME

Artificial Intelligence

AICHHOLZER, Oswin
Triangulations and Relatives, Order Types for Small Point Sets, Rectilinear Crossing Number, Sequences of Spanning Trees, Voronoi Diagrams

AURENHAMMER, Franz
Computational and Combinatorial Geometry, Data Structures and Algorithms, Graph Algorithms

BÖHM, Matthias
Data Science, SystemDS, ExDRa

FELFERNIG, Alexander
Configuration Systems, Recommender Systems, Model-based Diagnosis, Software Requirements Engineering, Different Aspects of Human Decision Making, Knowledge Acquisition Methods

FOSCHT, Hongying
International Entrepreneurship, International Management

GARCIA BECERRA, David
Computational Social Systems

GEBSER Martin
Adaptive and Networked Production Systems, Artificial Intelligence, Industry 4.0

GÜTL, Christian
Information Search and Retrieval, e-Education, e-Assessment, Adaptive Media Technologies, Virtual Worlds for Learning and Knowledge Transfer

HELIC, Denis
Web, Hypertext, Information Networks, Network Science, Data Mining

KAPPE, Frank
Information Systems, Hypermedia, Virtual Worlds, Virtual Goods, Digital Ecosystems

KERN, Roman
Natural Language Processing, Machine Learning, Information Retrieval, with a focus on Data Science and Big Data Analytics

LEGENSTEIN, Robert
Neuroinformatics, Computational Neuroscience, Neural Networks, Neuromorphic Algorithms

LEX Elisabeth
Social Computing, Social Media, Web Science, Science 2.0, Social Network Analysis, Data Mining, Machine Learning, Text Classification

LINDSTAEDT, Stefanie
Data Science & Big Data, Workplace Learning & Learning Analytics

MAUS, Yannic
Algorithm Design, Distributed Computing

PAMMER-SCHINDLER, Viktoria
Technology-enhanced Learning, Human-Computer Interaction, Information Systems Institute: Interactive Systems and Data Science

PEHARZ, Robert
Probabilistic Machine Learning, Tractable Probabilistic Models

PIRKER, Johanna
Game Development, Game Research, Game Education, VR Experiences, AI, HCI, Data Analysis, VR Technologies

SLANY, Wolfgang
Algorithms for Combinatorial and Industrial Optimization Problems, Web- and Mobile- based Cooperative Intelligent Information Systems and Tools, Game Theory and Applications, Agile Software Development Methods

STEINBAUER-WAGNER, Gerald
Autonomous Mobile Robots, Model-based Diagnosis, Reasoning

VEAS Eduardo Enrique
Intelligent User and Adaptive User Interfaces, Wearable Computing, Augumented Reality, Visual Analytics

VOGTENHUBER Birgit
Discrete & Computational Geometry and Geometric Graph Theory, Combinatorics of Point Sets and Line Arrangements, Order Types and Rotation Systems

WÄCHTER Christine
Gender and Technology, Feminist Perspectives on Sustainable Technology Design

WALLNER, Johannes Peter
Knowledge representation and reasoning, artificial intelligence, argumentation, abduction, belief change

WIESER Bernhard
Ethical, Legal, and Social Aspects of Genome Research and their Application in Genetic Diagnostics

WOTAWA Franz
Verification & Validation, Testing, Debugging, Formal Methods, Artificial Intelligence, Robotic

Biomedical Engineering

BAUMGARTNER, Christian
Biomedical engineering, sensors and signals, experimental and computational cellular electrophysiology, modeling and simulation, biomedical device design and MD/IVD regulation

HOLZAPFEL, Gerhard A.
Experimental and computational biomechanicsand mechanobiology; analyses of growth and remodeling; mechanics of soft biological tissues; cardiovascular mechanics and many more.

LENK, Kerstin
Computational Gliosciences, Conducting in vitro experiments, Developing analysis tools

MÜLLER-PUTZ, Gernot
Brain-Computer Interfaces, clinical BCIs for communication (disorders of consciousness) and control (spinal cord injury), Decodoing of movement (intention), closed-loop systems, passive BCIs, human somatosensory and motor system, signal processing, EEG, functional brain mapping.

RIENMÜLLER, Theresa Margarethe
Health Care Engineering, Perfusion, Hybrid Systems, Medical Imaging, Computed Tomography, Biomedical Modeling, Medical and Biomedical Image Processing

SCHARFETTER, Hermann
Biomedical Engineering, Biomedical Instrumentation, Biomedical Imaging, Tomography, Biomedical Signal Processing, Evaluation

SCHRÖTTNER, Jörg
Health Care Engineering, Diagnostic Reagent Kits, Compliance, Guidelines

SOMMER, Gerhard
Mechanical Properties of Human Soft Tissues, Dissection Properties of Human Aortic Media, Biaxial Mechanical Properties of Human Common and Internal Carotid Artieries and their Underlying Layers

STOLLBERGER, Rudolf
In-vivo Magnetic Resonance, biomarker imaging, accelerated imaging, inverse problems in MRI, RF pulse design, quantitative and functional imaging, signal modelling

TAHER, Leila
Genomics, Gene Expression, Gene Regulation, Genetic Variation, Transcriptomics, Proteomics, Epigenetics, Quantitative Genetics, Genome Evolution, Next Generation Sequencing, Bioinformatics and Computational Biology, Theoretical Biology

UECKER, Martin
Cardiovascular Magnetic Resonance Imaging (CMRI)

WRIESSNEGGER, Selina Christin
Neural correlates of BCI performance and Motor Imagery, Applications of passive BCIs, Hybrid Brain-Computer Interfaces, Neurophysiology of the Motor Cortex, Subliminal visual information processing, Augmented Reality and learning.

Security and Safety

AICHERNIG, Bernhard
Dependable Computer-based Systems, Formal Methods and Testing, Falsification, Verification, Abstraction Techniques

BLOEM, Roderick
Computer Aided Verification, Formal Verification, Reactive Synthesis and Security

EICHLSEDER, Maria
Design and Cryptanalysis of Symmetric Cryptographic Algorithms, Hash Functions, Authenticated Encryption Algorithms and their Underlying Primitives

GRUSS, Daniel
Software-based Attacks and Defenses on Microarchitectural Layers in Hardware and Software, Information Security

MANGARD, Stefan
Hardware Security, Side Channels, Cryptographic Implementations, Security Verification, Secure System

RECHBERGER, Christian
Foundational and Applied Aspects of Cryptographic Security and Privacy

SINHA ROY, Sujoy
Secure Systems

WOTAWA, Franz
Verification & Validation, Testing, Debugging, Formal Methods, Artificial Intelligence, Robotic

Visual Computing

AUGSDÖRFER, Ursula
Computer Aided Geometric Design

ANDREWS, Keith
Information Visualization and Usiability

BISCHOF, Horst
Learning, Recognition & Surveillance, Medical Image Processing, Robot Vision

FELLNER, Wolf-Dietrich
Computer Graphics, User Interface Design

FRAUNDORFER, Friedrich
3D Computer Vision, Robot Vision, Multi View Geometry, Visual-Inertial, Fusion, Micro Aerial Vehicle, Autonomous Systems, Aerial Imaging

KALKOFEN, Denis
Mixed Reality

LEPETIT, Vincent
Mixed Reality

POCK, Thomas
Vision, Learning and Optimization

SCHMALSTIEG, Dieter
Augmented Reality, Virtual Reality, Computer Graphics, Visualization and Human-Computer Interaction

SCHRECK, Tobias
3D Object Retrieval and Visual Analytics

STEINBERGER, Markus
GPU, Parallel Computing

3 ERC Grantees

Stefan Mangard
Gernot Müller-Putz
Thomas Pock

EU FET Flagship: Human Brain Project

COMET Center Know-Center: Research Center for Data-Driven Business and Big Data Analytics

Stefanie Lindstaedt