Faculty of Computer Science and Biomedical Engineering (7000)

  • 8010

    Inffeldgasse 10 Graz

    Austria

Research Output 1970 2019

2018

Decision Making Support in Security Forces Command Centers at Open Air Music Festivals

Köfler, A., Pammer-Schindler, V., Almer, A. & Schnabel, T., 2018, In : IT - Information technology. 60, 4, p. 229-238

Research output: Contribution to journalArticleResearchpeer-review

Decoding differences in continuously executed and observed tracking movements from EEG signals

Kobler, R., Sburlea, A. I. & Müller-Putz, G., 18 May 2018.

Research output: Contribution to conferenceAbstractResearchpeer-review

Decoding natural reach-and-grasp actions from human EEG.

Schwarz, A., Ofner, P., Pereira, J., Sburlea, A. I. & Müller-Putz, G., 15 Feb 2018, In : Journal of neural engineering. 15, 1, 016005.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Hand Strength
Electroencephalography
Decoding
Feature extraction
Motor Cortex

Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 7 Dec 2018, 2018 IEEE Intelligent Transportation Systems Conference, ITSC 2018. Institute of Electrical and Electronics Engineers, Vol. 2018-November. p. 3212-3217 6 p. 8569670

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computer vision
Cameras
Neural networks
Data storage equipment

Deep 2.5 D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 2018, In : arXiv.org e-Print archive. 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly

Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to specialist publicationArticleResearchpeer-review

Denoising of functional Arterial Spin Labeling (fASL) perfusion data using infimal convolution of total generalized variation functionals (ICTGV)

Spann, S. M., Schlögl, M., Aigner, C. S., Koschutnig, K., Holler, M., Bredies, K. & Stollberger, R., 2018, Proc. Intl. Soc. Mag. Reson. Med. 26.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Detection and elimination of signal errors due to unintentional movements in biomedical magnetic induction tomography spectroscopy (MITS)

Issa, S. & Scharfetter, H., 28 Dec 2018, In : Journal of Electrical Bioimpedance. 9, 1, p. 163-175 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Computer-Assisted Image Processing
Electromagnetic induction
Artifacts
Tomography
Spectrum Analysis

Development of a Clinical Decision Support System in Intensive Care

Pflanzl-Knizacek, L., Bergmoser, K. M., Mattersdorfer, K., Schilcher, G. & Baumgartner, C., 2018, Studies in Health Technology and Informatics. IOS Press, p. 247-254

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Development of a Protocol for Automated Glucose Measurement Transmission Used in Clinical Decision Support Systems Based on the Continua Design Guidelines

Meyer, M., Donsa, K., Truskaller, T., Frohner, M., Pohn, B., Felfernig, A., Sinner, F. & Pieber, T. R., 2018, Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions - Proceedings of the 12th eHealth Conference, eHealth 2018, Vienna, Austria, May 2018. p. 132-139 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Diagnosing Discrete Event Systems Using Nominal Models Only

Pencole, Y., Mühlbacher, C., Steinbauer, G. & Trave-Massuyes, L., 6 Jan 2018, p. 169-183.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access

Diagnosis as a service

Wotawa, F., Peischl, B. & Koitz, R., 2018, Digital Marketplaces Unleashed. Springer Berlin - Heidelberg, p. 557-567 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Monitoring
Electronic data interchange
Wind turbines
Large scale systems
Industry

Die Benannte Stelle - Notified Body

Schröttner, J. & Baumgartner, C., 2018, Anforderungen an Medizinprodukte: Praxisleitfaden für Hersteller und Zulieferer. Harer, J. & Baumgartner, C. (eds.). 3 ed. München: Carl Hanser Verlag GmbH & Co. KG, p. 433-448 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Die Rolle der Bildungsinformatik für die Hochschule der Zukunft

Ebner, M., Leitner, P., Ebner, M., Taraghi, B. & Grandl, M., Jan 2018, Hochschule der Zukunft: Beiträge zur zukunftsorientierten Gestaltung von Hochschulen. Dittler, U. & Kreidl, C. (eds.). Wiesbaden: Springer Fachmedien Wiesbaden, p. 117-127 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Differential Cryptanalysis of Symmetric Primitives

Eichlseder, M., 2018, 291 p.

Research output: ThesisDoctoral ThesisResearch

Open Access
File

Differential Fault Attacks on Deterministic Lattice Signatures

Peßl, P. & Groot Bruinderink, L., 2018, In : IACR Transactions on Cryptographic Hardware and Embedded Systems. 2018, 3, p. 21-43

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Digging for Gold: Motivating Users to Explore Alternative Search Interfaces

Fessl, A., Wertner, A. & Pammer-Schindler, V., 2018, Proceedings of the 13th European Conference on Technology Enhanced Learning (ECTEL). Springer, p. 636 639 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Dimensionality Reduction for Exploratory Data Analysis in Daily Medical Research

Girardi, D. & Holzinger, A., 21 Apr 2018, Advanced Data Analytics in Health. Giabbanelli, P. J., Mago, V. K. & Papageorgiou, E. I. (eds.). Cham: Springer International, p. 3-20

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Open Access
File
Industrial applications
Data mining
Ontology
Data acquisition
Processing

District energy systems: Modelling paradigms and general-purpose tools

Schweiger, G., Heimrath, R., Falay, B., O'Donovan, K., Nageler, P., Pertschy, R., Engel, G., Streicher, W. & Leusbrock, I., 1 Dec 2018, In : Energy. p. 1326-1340

Research output: Contribution to journalArticleResearchpeer-review

Pipe
Feedback
Carbon
Industry

Domain Adaptation Techniques for EEG-based Emotion Recognition: A Comparative Study on Two Public Datasets

Lan, Z., Sourina, O., Wang, L., Scherer, R. & Muller-Putz, G. R., 12 Apr 2018, (Accepted/In press) In : IEEE Transactions on Cognitive and Developmental Systems.

Research output: Contribution to journalArticleResearchpeer-review

Brain computer interface
Classifiers
Human computer interaction
Network protocols
Experiments

Domain-Oriented Masking: Generically Masked Hardware Implementations

Groß, H., 2018, 173 p.

Research output: ThesisDoctoral ThesisResearch

File
Hardware
Formal methods
Costs

Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations

Rad, M., Oberweger, M. & Lepetit, V., 8 Oct 2018, In : arXiv.org e-Print archive. 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Driver's dashboard – using social media data as additional information for motorway operators

Neuhold, R., Gursch, H. G., Kern, R. & Cik, M., 2018, In : IET Intelligent Transport Systems. 12, 9, p. 1116-1122

Research output: Contribution to journalArticleResearchpeer-review

Drone-Augmented Human Vision: Exocentric Control for Drones Exploring Hidden Areas

Erat, O., Isop, W. A., Kalkofen, D. & Schmalstieg, D., 17 Jan 2018, In : IEEE transactions on visualization and computer graphics.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Drones
Space flight
User interfaces
Display devices
X rays

Dynamo - Dynamic 3D Models for the Web: A declarative approach to dynamic and interactive 3D models on the web using x3dom

Krispel, U., Settgast, V. & Fellner, D. W., Jun 2018, p. 16:1. 5 p.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access

EduRobot Taxonomy: A Provisional Schema for Classifying Educational Robots

Catlin, D., Kandlhofer, M. & Holmquist, S., 2018.

Research output: Contribution to conferencePosterResearchpeer-review

EduRobot Taxonomy: A Provisional Schema for Classifying Educational Robots

Catlin, D., Kandlhofer, M. & Holmquist, S., 2018, Robotics in Education 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

EduRobot Taxonomy and Papert’s Paradigm

Catlin, D., Kandlhofer, M., Holmquist, S., Csizmadia, A. P., Angel-Fernandez, J. & Cabibihan, J-J., 2018, Constructionism 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

EEG-based Endogenous Online Co-Adaptive Brain-Computer Interfaces: Strategy for Success?

Scherer, R., Faller, J., Sajda, P. & Vidaurre, C., 2018, (Accepted/In press).

Research output: Contribution to conferencePaperResearchpeer-review

EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets

Pereira, J., Sburlea, A. I. & Müller-Putz, G., 6 Sep 2018, In : Scientific reports. 8, 15 p., 13394 .

Research output: Contribution to journalArticleResearchpeer-review

Imagination
Evoked Potentials
Brain-Computer Interfaces
Hand Strength
Cues

Efficient 3D Pose Estimation and 3D Model Retrieval

Grabner, A., Roth, P. M. & Lepetit, V., 2018, Proceedings of the 42nd OAGM Workshop. Welk, M., Urschler, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Efficient Active Automata Learning via Mutation Testing

Aichernig, B. & Tappler, M., 25 Oct 2018, In : Journal of Automated Reasoning. p. 1 - 32 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Testing
Costs
Experiments

Efficient Physics-Based Implementation for Realistic Hand-Object Interaction in Virtual Reality

Höll, M., Oberweger, M., Arth, C. & Lepetit, V., 2018, IEEE Conference on Virtual Reality and 3D User Interfaces.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Elastic Flattening of Painted Pottery Surfaces

Preiner, R., Karl, S., Bayer, P. & Schreck, T., 2018, Proc. EG Workshop on Graphics and Cultural Heritage.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All

Yu, Z., Guo, S., Deng, F., Yan, Q., Huang, K., Liu, J. K. & Chen, F., 3 Oct 2018, In : IEEE Transactions on Cybernetics.

Research output: Contribution to journalArticleResearchpeer-review

Hidden Markov models
Neural networks
Neurons
Networks (circuits)
Brain

Enabling Teenagers to Create and Share Apps

Müller, M., Schindler, C., Luhana, K. K. & Slany, W., 21 Nov 2018, 2018 IEEE Conference on Open Systems (ICOS). Langkawi, Malaysia: Institute of Electrical and Electronics Engineers, p. 25-30 6 p. 5

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Enhanced Assessment Approaches in Immersive Environments: Meeting Competency-Oriented Requirements in the Classroom

Maderer, J., Pirker, J. & Gütl, C., 2018, Proceedings of ICL 2018 - The Challenges of the Digital Transformation in Education. Springer, p. 752-763

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Erfahrungen aus eIDAS Zertifizierung: Fernsignaturen vs. Smartcards: andere Technologie damit auch anderer Zugang der Sicherheitsbewertung

Leitold, H. & Konrad, D., Jul 2018, In : Datenschutz und Datensicherheit. 42, 7, p. 429-433

Research output: Contribution to journalArticleResearchpeer-review

Estimating cardiac intensive care patients’ responsiveness to late conservative fluid management using systems analysis

Bergmoser, K. M., Langthaler, S., Lassnig, A., Horn, M. & Baumgartner, C., Jun 2018, IFMBE Proceedings. Prague: Springer, Vol. 68. p. 635-638 (IFMBE Proceedings; vol. 68).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Eurographics Workshop on Graphics and Cultural Heritage: GCH 2018

Fellner, D. W. (ed.), Sablatnig, R. (ed.) & Wimmer, M. (ed.), 2018, Goslar: Eurographics Assoc.

Research output: Book/ReportAnthologyResearchpeer-review

Evaluation at scale: An approach to evaluate technology for informal workplace learning across contexts

Thalmann, S., Ley, T., Maier, R., Treasure-Jones, T., Sarigianni, C. & Manhart, M., 1 Jan 2018, In : International journal of technology enhanced learning. 10, 4, p. 289-308 20 p.

Research output: Contribution to journalArticleResearchpeer-review

workplace
evaluation
learning
large-scale research
informal learning

Evaluation of CNN-based Single-Image Depth Estimation Methods

Koch, T., Liebel, L., Fraundorfer, F. & Körner, M., 2018, Proceedings ECCV 2018 Workshops.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Evolutionary propositionalization of multi-relational data

Wotawa, F. & Kassarnig, V., 2018.

Research output: Contribution to conferencePaperResearchpeer-review

Evolutionary Propositionalization of Multi- Relational Data

Wotawa, F. & Kassarnig, V., 2018, In : International journal of software engineering and knowledge engineering. p. 1739–1754

Research output: Contribution to journalArticleResearchpeer-review

Expansion-Based QBF Solving Without Recursion

Bloem, R., Braud-Santoni, N., Hadzic, V., Egly, U., Lonsing, F. & Seidl, M., 2018, fmcad.18: Proceedings of the 18th Conference on Formal Methods in Computer-Aided Design (FMCAD 2018). Bjørner, N. & Gurfinkel, A. (eds.). p. 40-49

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Expansion-Based QBF Solving Without Recursion

Bloem, R., Braud-Santoni, N., Hadzic, V., Egly, U., Lonsing, F. & Seidl, M., 2018, In : arXiv.org e-Print archive. CoRR

Research output: Contribution to journalArticleResearch

Explainable AI: The new 42?

Goebel, R., Chander, A., Holzinger, K., Lecue, F., Akata, Z., Stumpf, S., Kieseberg, P. & Holzinger, A., 1 Jan 2018, Machine Learning and Knowledge Extraction - Second IFIP TC 5, TC 8/WG 8.4, 8.9, TC 12/WG 12.9 International Cross-Domain Conference, CD-MAKE 2018, Proceedings. Springer Verlag Heidelberg, p. 295-303 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11015 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Reasoning
Expert systems
Learning systems
Expert System
Network architecture

Explainable AI (ex-AI)

Holzinger, A., 26 May 2018, In : Informatik-Spektrum. 41, 2, p. 138-143

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Glass

Exploit 18F-FDG enhanced urinary bladder in PET data for deep learning ground truth generation in CT scans

Gsaxner, C., Pfarrkirchner, B., Lindner, L., Jakse, N., Wallner, J., Schmalstieg, D. & Egger, J., 12 Mar 2018, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE Press, SPIE - The International Society for Optical Engineering

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Exploring challenges in data-driven business model innovation from Austrian enterprises

Fruhwirth, M., Breitfuss, G. & Pammer-Schindler, V., 2018, Proceedings of the XXIX ISPIM Innovation Conference.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review