Faculty of Computer Science and Biomedical Engineering (7000)

  • 8010

    Inffeldgasse 10 Graz

    Austria

Research Output 1970 2019

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Article
2016

Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems

Pock, T. & Sabach, S., 2016, In : SIAM Journal on Imaging Sciences. 9, 4, p. 1756-1787 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Nonsmooth Function
Non-negative Matrix Factorization
Nonsmooth Optimization
Nonconvex Optimization
Deconvolution

In Silico Modeling For Tumor Growth Visualization

Jeanquartier, F., Jean-Quartier, C., Cemernek, D. & Holzinger, A., 4 Sep 2016, In : BMC Systems Biology. 10, 1, p. 1-5 10:59.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Tumor Growth
Computer Simulation
Tumors
Visualization
Growth

Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization

Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Schulter, S., Breiteneder, C. & Bischof, H., 2016, In : ACM Journal on Computing and Cultural Heritage. 9, 4

Research output: Contribution to journalArticleResearchpeer-review

Interactive Knowledge Discovery with the Doctor-in-the-Loop: A Practical Example of Cerebral Aneurysms Research

Girardi, D., Küng, J., Kleiser, R., Sonnberger, M., Csillag, D., Trenkler, J. & Holzinger, A., 10 Sep 2016, In : Brain Informatics. 3, 3, p. 133-143

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Data mining
Doctors
Knowledge discovery
Process model

Interactive Machine Learning (iML)

Holzinger, A., 2016, In : Informatik-Spektrum. 39, 1, p. 64-68

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Interactive Machine Learning for Health Informatics: When do we need the human-in-the-loop?

Holzinger, A., 17 May 2016, In : Brain Informatics. 3, 2, p. 119-131 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Informatics
Learning systems
Health
Learning
Protein folding

In vivo cardiovascular magnetic resonance of 2D vessel wall diffusion anisotropy in carotid arteries.

Opriessning, P., Mangge, H., Stollberger, R., Deutschmann, H. & Reishofer, G., 23 Nov 2016, In : Journal of cardiovascular magnetic resonance.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

iRobot: Teaching an Evaluated, Competencies-Based Introductory Artificial Intelligence Class in Highschools

Burgsteiner, H., Kandlhofer, M. & Steinbauer, G., 2016, In : Lecture notes in computer science. 9904, 2016, p. 218-223

Research output: Contribution to journalArticleResearchpeer-review

Isogeometric Shell Analysis with NURBS Compatible Subdivision Surfaces

Riffnaller-Schiefer, A., Augsdörfer, U. & Fellner, W-D., 2016, In : Applied Mathematics and Computation. 272, 1, p. 139-147

Research output: Contribution to journalArticleResearchpeer-review

Brachytherapy
Colon
Rectum
Neoplasms
Sigmoid Colon

Kreative digitale Arbeit mit Kindern in einer viertägigen offenen Werkstatt

Schön, S., Ebner, M. & Reip, I., 9 Apr 2016, In : Medienimpulse. 2016, 1, 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

LEA in Private: A Privacy and Data Protection Framework for a Learning Analytics Toolbox

Steiner, C., Kickmeier-Rust, M. & Albert, D., 2016, In : Journal of Learning Analytics. 3, 1, p. 66-90

Research output: Contribution to journalArticleResearchpeer-review

Learning Probabilistic Inference through Spike-Timing-Dependent Plasticity

Pecevski, D. & Maass, W., 16 Jul 2016, In : eNeuro. 3, 2

Research output: Contribution to journalArticleResearchpeer-review

Decision Making
Learning
Neurons
Pyramidal Cells
Brain

Length adaptation of smooth muscle contractile filaments in response to sustained activation

Stålhand, J. & Holzapfel, G., 21 May 2016, In : Journal of theoretical biology. 397, p. 13-21 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Smooth muscle
Filament
Vascular Smooth Muscle
smooth muscle
Smooth Muscle

Lernvideo-Canvas

Ebner, M. & Schön, S., 30 Sep 2016, fnma-Magazin, 2016, 3, p. 11-12.

Research output: Contribution to specialist publicationArticleResearch

Matrix Reordering Methods for Table and Network Visualization

Behrisch, M., Bach, B., Riche, N. H., Schreck, T. & Fekete, J-D., 2016, In : Computer Graphics Forum. 35, p. 24 1 p.

Research output: Contribution to journalArticleResearchpeer-review

Mechanical assessment of arterial dissection in health and disease: Advancements and challenges

Tong, J., Cheng, Y. & Holzapfel, G., 16 Aug 2016, In : Journal of biomechanics. 49, 12, p. 2366-73 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Dissection
Health
Biomechanics
Biomechanical Phenomena
Repair

Mechanical strength of aneurysmatic and dissected human thoracic aortas at different shear loading modes

Sommer, G., Sherifova, S. M., Oberwalder, P. J., Dapunt, O. E., Ursomanno, P. A., DeAnda, A., Griffith, B. E. & Holzapfel, G., 16 Aug 2016, In : Journal of biomechanics. 49, 12, p. 2374-82 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Thoracic Aorta
Strength of materials
Rupture
Tissue
Dissection

Medienkompetenz fördern – Lehren und Lernen im digitalen Zeitalter

Baumgartner, P., Brandhofer, G., Ebner, M., Gradinger, P. & Korte, M., 15 Dec 2016, In : Die österreichische Volkshochschule. 259, 67

Research output: Contribution to journalArticleResearch

Microstructure and mechanics of healthy and aneurysmatic abdominal aortas: experimental analysis and modelling

Niestrawska, J. A., Viertler, C., Regitnig, P., Cohnert, T. U., Sommer, G. & Holzapfel, G., Nov 2016, In : Journal of the Royal Society - Interface. 13, 124, 20160620.

Research output: Contribution to journalArticleResearchpeer-review

Abdominal Aorta
Abdominal Aortic Aneurysm
Mechanics
Collagen
Tissue

Modeling Activation Processes in Human Memory to Predict the Use of Tags in Social Bookmarking Systems

Trattner, C., Kowald, D., Seitlinger, P. C., Kopeinik, S. & Ley, T., 25 Mar 2016, The Journal of Web Science, 2, p. 1-16.

Research output: Contribution to specialist publicationArticleResearchpeer-review

Open Access

Modeling a virtual robotic system for automated 3D digitization of cultural heritage artifacts

De Stefano, A., Tausch, R., Santos, P., Kuijper, A., Di Gironimo, G., Fellner, D. W. & Siciliano, B., 1 May 2016, In : Journal of Cultural Heritage. 19, p. 531-537 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Inverse kinematics
Analog to digital conversion
cultural heritage
Phonographs
artifact

MUMAL2: Improving sensitivity in shotgun proteomics using cost sensitive artificial neural networks and a threshold selector algorithm

Cerqueira, F. R., Oliveira, A. D. P., Adilson Mendes, R., Graber, A. & Baumgartner, C., 2016, In : BMC Bioinformatics . p. 472 14 p., 17(Suppl 18).

Research output: Contribution to journalArticleResearchpeer-review

On similarities and differences of invasive and non-invasive electrical brain signals in brain-computer interfacing

Steyrl, D., Kobler, R. & Müller-Putz, G., 30 Jun 2016, In : Journal of Biomedical Science and Engineering. 9, 8, p. 393-398

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Brain computer interface
Brain

On the ergodic convergence rates of a first-order primaldual algorithm

Pock, T. & Antonin, C., 2016, In : Mathematical programming. 159, 1, p. 253–287

Research output: Contribution to journalArticleResearchpeer-review

On the practical performance of minimal hitting set algorithms from a diagnostic perspective

Pill, I. H., Quaritsch, T. & Wotawa, F., 2016, In : International Journal of Prognostics and Health Management. 7, 2

Research output: Contribution to journalArticleResearchpeer-review

Program debugging
Data storage equipment
Planning

On the thermodynamics of smooth muscle contraction

Stålhand, J., McMeeking, R. & Holzapfel, G., 2016, In : Journal of the mechanics and physics of solids. 94, p. 490-503

Research output: Contribution to journalArticleResearchpeer-review

Optical Character Recognition of Old Fonts – A Case Study

Pirker, J. & Wurzinger, G., 2016, In : The IPSI BgD Transactions on Advanced Research.

Research output: Contribution to journalArticleResearchpeer-review

Optimizing the 3D-reconstruction technique for serial block-face scanning electron microscopy

Wernitznig, S., Sele, M., Urschler, M., Zankel, A., Pölt, P., Rind, F. C. & Leitinger, G., 27 Feb 2016, In : Journal of neuroscience methods. 264, p. 16-24 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Electron Scanning Microscopy
Neurons
Anatomy
Locusta migratoria
Grasshoppers

Partial Optimality by Pruning for MAP-Inference with General Graphical Models

Swoboda, P., Shekhovtsov, A., Kappes, J. H., Schnorr, C. & Savchynskyy, B., 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 7, p. 1370-1382 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Pathfinder: Visual Analysis of Paths in Graphs

Partl, C., Gratzl, S., Streit, M., Wassermann, A-M., Pfister, H., Schmalstieg, D. & Lex, A., 1 Jun 2016, In : Computer Graphics Forum. 35, 3

Research output: Contribution to journalArticleResearchpeer-review

Pleiotropic roles of the matricellular protein Sparc in tendon maturation and ageing

Gehwolf, R., Wagner, A., Lehner, C., Bradshaw, A. D., Scharler, C., Niestrawska, J. A., Holzapfel, G., Bauer, H-C., Tempfer, H. & Traweger, A., 2 Sep 2016, In : Scientific reports. 6, p. 32635

Research output: Contribution to journalArticleResearchpeer-review

Tendons
Cysteine
Proteins
Collagen
Lipids

Pocket Code – Freier Online-Kurs für Kinder

Janisch, S., Ebner, M. & Slany, W., 13 Oct 2016, Schule aktiv!, p. 43-46.

Research output: Contribution to specialist publicationArticleResearch

Pose-specific non-linear mappings in feature space towards multiview facial expression recognition

Jampour, M., Lepetit, V., Mauthner, T. & Bischof, H., 2016, In : Image and Vision Computing.

Research output: Contribution to journalArticleResearchpeer-review

Potentiale von Smartwatches für Audience-Response-Systeme

Urwalek, H. & Ebner, M., 17 Aug 2016, In : Zeitschrift für Hochschulentwicklung . 11, 4, p. 39-50

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Practical Key Recovery Attack on MANTIS-5

Dobraunig, C. E., Eichlseder, M., Kales, D. & Mendel, F., 2016, In : IACR Transactions on Symmetric Cryptology. 2016, 2

Research output: Contribution to journalArticleResearchpeer-review

PRISMACLOUD – Privacy and Security Maintaining Services in the Cloud

Slamanig, D., Karyda, A. & Lorünser, T., 2016, In : ERCIM news. 104, p. 46-46

Research output: Contribution to journalArticleResearch

Privacy Aware Machine Learning and the Right to be forgotten

Malle, B., Schrittwieser, S., Kieseberg, P. & Holzinger, A., 10 Oct 2016, In : ERCIM news. 107, 10, p. 22-23 2 p.

Research output: Contribution to journalArticleResearchpeer-review

File
Learning systems
Computer science
Learning algorithms

Procedural mesh features applied to subdivision surfaces using graph grammars

Thaller, W., Augsdörfer, U. & Fellner, D. W., 1 Aug 2016, In : Computers & graphics. 58, p. 184-192 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Product design
Computer aided design
Topology

Programmieren für Kinder

Janisch, S., Slany, W. & Ebner, M., 20 May 2016, In : LA-Multimedia. 2, 2016, p. 40-41

Research output: Contribution to journalArticleResearch

Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: A practical and convenient non-linear classifier

Steyrl, D., Scherer, R., Faller, J. & Müller-Putz, G., 2016, In : Biomedical Engineering / Biomedizinische Technik. 61, 1, p. 77–86

Research output: Contribution to journalArticleResearchpeer-review

Recommender Systems for Health Informatics: State-of-the-Art and Future Perspectives

Calero-Valdez, A., Ziefle, M., Verbert, K., Felfernig, A. & Holzinger, A., 31 Dec 2016, In : Lecture notes in computer science. 9605, p. 1-24 24 p.

Research output: Contribution to journalArticleResearchpeer-review

Reconstructing Point Set Order Types from Radial Orderings

Aichholzer, O., Cardinal, J., Kusters, V., Langerman, S. & Valtr, P., 2016, In : International Journal of Computational Geometry and Applications. 26, 3/4, p. 167-184 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Reply to Comment of Sage etal. on SCENIHR's Opinion on Potential Health Effects of Exposure to Electromagnetic Fields

Leitgeb, N., 2016, In : Bioelectromagnetics. p. 1-2

Research output: Contribution to journalArticleResearchpeer-review

Representing and Scheduling Procedural Generation using Operator Graphs

Boechat de Almeida Germano, P., Dokter, M., Kenzel, M., Seidel, H-P., Schmalstieg, D. & Steinberger, M., 1 Dec 2016, In : ACM Transactions on Graphics. 35, 6, 183.

Research output: Contribution to journalArticleResearchpeer-review

Require, test, and trace IT

Aichernig, B. K., Hörmaier, K., Lorber, F. L., Nickovic, D. & Tiran, S., 29 Nov 2016, In : International journal on software tools for technology transfer.

Research output: Contribution to journalArticleResearchpeer-review

Research data explored: an extended analysis of citations and altmetrics

Peters, I., Kraker, P., Lex, E., Gumpenberger, C. & Gorraiz, J., 2016, In : Scientometrics. p. 1-22 22 p.

Research output: Contribution to journalArticleResearchpeer-review

ResXplorer: Revealing relations between resources for researchers in the Web of Data

De Vocht, L., Selver, S., Verborgh, R., Mannens, E. & Ebner, M., 27 Oct 2016, In : Computer science and informations systems. 25 p.

Research output: Contribution to journalArticleResearchpeer-review

Revealing complex function, process and pathway interactions with high-throughput expression and biological annotation data

Singh, N. K., Ernst, M., Liebscher, V., Fuellen, G. & Taher, L., 20 Oct 2016, In : Molecular BioSystems. 12, 10, p. 3196-208 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Biological Phenomena
Gene Expression
Gene Regulatory Networks
Liver
Cell Differentiation

RFA Guardian: Comprehensive Simulation of the Clinical Workflow for Patient specific Planning, Guidance and Validation of RFA Treatment of Liver Tumors

Voglreiter, P., Mariappan, P., Alhonnoro, T., Busse, H., Weir, P., Pollari, M., Flanagan, R., Hofmann, M., Seider, D., Brandmaier, P., van Amerongen, M. J., Rautio, R., Jenniskens, S., Blanco Sequeiros, R., Portugaller, H. R., Stiegler, P., Futterer, J., Schmalstieg, D., Kolesnik, M. & Moche, M., 1 Jun 2016, In : International Journal of Computer Assisted Radiology and Surgery. 11, Suppl 1, p. S241

Research output: Contribution to journalArticleResearchpeer-review