Faculty of Computer Science and Biomedical Engineering (7000)

  • 8010

    Inffeldgasse 10 Graz

    Austria

Research Output 1970 2019

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Chapter
2016

From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization

Stern, D., Ebner, T. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 221-229 9 p. (Lecture Notes in Computer Science).

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

Magnetic resonance imaging
Experiments

How OER enhance MOOCs: A Perspective from German-Speaking Europe

Ebner, M., Lorenz, A., Lackner, E., Kopp, M., Kumar, S., Schön, S. & Wittke, A., 15 Aug 2016, Open Education: from OERs to MOOCs. Springer International, p. 205-220

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

Integrating Open Data on Cancer in Support to Tumor Growth Analysis

Jeanquartier, F., Jean-Quartier, C., Schreck, T., Cemernek, D. & Holzinger, A., 10 Aug 2016, Lecture Notes in Computer Science LNCS 9832. Heidelberg, Berlin, New York: Springer, p. 49-66

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

File
Tumors
User interfaces
Kinetics

Knowledge Discovery from Complex High Dimensional Data

Lee, S. & Holzinger, A., 10 Jul 2016, Solving Large Scale Learning Tasks. Challenges and Algorithms: Springer Lecture Notes in Artificial Intelligence LNAI 9580. Michaelis, S., Piatkowski, N. & Stolpe, M. (eds.). Heidelberg, Berlin, New York: Springer International, p. 148 167 p.

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

Open Access
File
Data mining
Graph theory
Knowledge representation
Large scale systems
Data acquisition

Kollaboratives Zeichnen zur Kreativitätsunterstützung

Ebner, M., Spitzer, M. & Aureli, S., 1 Mar 2016, Making-Aktivitäten mit Kindern und Jugendlichen. Handbuch zum kreativen digitalen Gestalten. BoD, p. 108-112

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

Open Access

Leaf Glyphs: Story Telling and Data Analysis Using Environmental Data Glyph Metaphors

Fuchs, J., Jäckle, D., Weiler, N. & Schreck, T., 2016, Computer Vision, Imaging and Computer Graphics Theory and Applications : 10th International Joint Conference, VISIGRAPP 2015. Braz, J., Pettré, J., Richard, P., Kerren, A., Linsen, L., Battiato, S. & Imai, F. (eds.). Cham: Springer International Publishing AG , Vol. 10. p. 123-143 21 p.

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

Learning Analytics and Spelling Acquisition in German - a first prototype

Ebner, M., Ebner, M. & Edtstadler, K., 18 Jul 2016, Learning and Collaboration Technologies: Third International Conference, LCT 2016, Held as Part of HCI International 2016. Panayiotis, Z. & Ioannou, A. (eds.). Toronto, ON, Canada: Springer International, p. 405-416

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

Machine Learning for Health Informatics

Holzinger, A., 22 Dec 2016, Machine Learning for Health Informatics: State-of-the-Art and Future Challenges, Lecture Notes in Artificial Intelligence LNAI 9605. Holzinger, A. (ed.). Cham: Springer International, p. 1-24 (Lecture Notes in Artificial Intelligence; vol. 9605).

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

Open Access
File
Learning systems
Health
Protein folding
Data privacy
Data visualization

Maker-MOOC – How to Foster STEM Education with an Open Online Course on Creative Digital Development and Construction with Children

Ebner, M., Schön, S. & Khalil, M., 21 Sep 2016, Proceeding of 19th International Conference on Interactive Collaborative Learning (ICL2016). p. 1233-1240

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

Medienkompetenz fördern - Lehren und Lernen im digitalen Zeitalter

Baumgartner, P., Brandhofer, G., Ebner, M., Gradinger, P. & Korte, M., 26 May 2016, Nationaler Bildungsbericht Österreich 2015: Band 2 – Alle Analysen im Detail. Bruneforth, M., Eder, F., Krainer, K., Schreiner, C., Seel, A. & Spiel, C. (eds.). 1 ed. Graz: Leykam, Vol. 2. p. 95-132

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

Open Access

Mobile BCI technology: NeuroIS goes out of the lab into the field

Wriessnegger, S. C., Krumpl, G. & Müller-Putz, G., 2016, Lecture Notes in Information Systems and Organisation: Information Systems and Neuroscience. Springer

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

MOOCs in Engineering Education – First practical experiences from two MOOCs

Ebner, M., Kopp, M., Scerbakov, A. & Neuböck, K., 2016, Handbook of Research on Applied E-Learning in Engineering and Architecture Education. 1 ed. IGI Global, p. 224-236

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Motivational Active Learning in Blended and Virtual Learning Scenarios: Engaging Students in Digital Learning

Pirker, J., Riffnaller-Schiefer, M., Tomes, L. M. & Gütl, C., 2016, Handbook of Research on Engaging Digital Natives in Higher Education Settings. IGI Global Publishing

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

Offene Lizenzen als Treiber für neuartige Kooperationen und Innovationen in der Bildung

Ebner, M., Lorenz, A., Schön, S. & Wittke, A., 3 Sep 2016, Digitale Medien: Zusammenarbeit in der Bildung. Waxmann Verlag GmbH, p. 55-64

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

Open Access

Ontology-Guided Principal Component Analysis: Reaching the limits of the doctor-in-the-loop

Wartner, S., Girardi, D., Trenkler, J., Wiesinger-Widi, M., Kleiser, R. & Holzinger, A., 19 Aug 2016, Springer Lecture Notes in Computer Science LNCS 9832: Information Technology in Bio- and Medical Informatics. Heidelberg, Berlin, New York: Springer, p. 22-33

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

File
Principal component analysis
Ontology
Visualization

Patterns of meaning in a cognitive ecosystem. Modeling stabilization and enculturation in social tagging systems

Ley, T., Seitlinger, P. C. & Kai, P., 2016, Mass Collaboration and Education. Cress, U. (ed.). Cham: Springer, p. 143-163 (Computer-Supported Collaborative Learning Series; vol. 16).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Performance assessment in serious games

Steiner, C., 2016, Serious games: Foundations, concepts and practice. Springer International, p. 273 302 p.

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

Practical Low Data-Complexity Subspace-Trail Cryptanalysis of Round-Reduced PRINCE

Grassi, L. & Rechberger, C., 2016, Progress in Cryptology -- INDOCRYPT 2016: 17th International Conference on Cryptology in India, Kolkata, India, December 11-14, 2016, Proceedings. Dunkelman, O. & Sanadhya, S. K. (eds.). Cham: Springer International Publishing AG , p. 322-342 21 p.

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

Regressing Heatmaps for Multiple Landmark Localization Using CNNs

Payer, C., Stern, D., Bischof, H. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 230-238 9 p. (Lecture Notes in Computer Science).

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

Neural networks
Network architecture

Rolle und Herausforderungen von Online-Kursen (MOOCs) für die Hochschullehre

Ebner, M., Kopp, M. & Dorfer-Novak, A., 10 Jun 2016, Qualität in Studium und Lehre - Kompetenz - und Wissensmanagement im steirischen Hochschulraum. Springer International Publishing AG , p. 323-334

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

Standards and Regulations for (Bio)Medical Software

Schröttner, J., Neubauer, R. & Baumgartner, C., 2016, Application of Clinical Bioinformatics. 1 ed. Dordrecht: Springer Netherlands, Vol. Volume 11. p. 307-319 (Translational Bioinformatics).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

The Era of Big Data: From Data-Driven Research to Data-Driven Clinical Care

Baumgartner, C., 2016, Application of Clinical Bioinformatics. 1 ed. Dordrecht: Springer Netherlands, Vol. Volume 11. p. 1-22 (Translational Bioinformatics).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Towards a Flexible Cloud Education Environment: A Framework for E-learning 3.0

Rizzardini, R. & Gütl, C., 2016, Handbook of Research on Applied E-Learning in Engineering and Architecture Education. IGI Global Publishing, p. 133-158

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

Tumor Growth Simulation Profiling

Jean-Quartier, C., Jeanquartier, F., Cemernek, D. & Holzinger, A., 15 Aug 2016, Lecture Notes in Computer Science. Springer, p. 208-213

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

Open Access
File
Tumors
Cell growth
Bioinformatics
Medicine
Visualization

TwitterSuitcase – How to Make Twitter Useful for Event/Lecture Participants

Ebner, M. & Harmandic, S., 3 Jun 2016, Learning Environments: Emerging Theories, Applications and Future Directions. Wallace, K. (ed.). Nova Publisher, p. 175-196

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

Open Access

Vom Modellprojekt über den Online-Kurs bis zum Handbuch – von gelungenen Projekten und Kooperationen im Bereich des „Making“ mit Kindern

Schön, S., Ebner, M., Narr, K. & Peißl, M., 3 Sep 2016, Digitale Medien: Zusammenarbeit in der Bildung. Waxmann Verlag GmbH, p. 96-106

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

Open Access

What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics?

Khalil, M. & Ebner, M., 25 May 2016, Learning, Design, and Technology: An International Compendium of Theory, Research, Practice, and Policy. Springer International Publishing AG , p. 1-30 30 p.

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

Open Access
File
stakeholder
learning
educational institution
learning environment
road

When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Khalil, M. & Ebner, M., 17 Oct 2016, Innovations for Community Services: 16th International Conference. Springer International Publishing AG , Vol. 648. p. 3-19 (Communications in Computer and Information Science; vol. 648).

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

2015

A Domain-Expert Centered Process Model for Knowledge Discovery in Medical Research: Putting the Expert-in-the-loop

Girardi, D., Küng, J. & Holzinger, A., 2015, Brain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI. 1 ed. Heidelberg, Berlin: Springer, p. 389-398 (Lecture Notes in Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming

Payer, C., Pienn, M., Balint, Z., Olschewski, A., Olschewski, H. & Urschler, M., 2015, Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Springer International Publishing AG , Vol. 9350. p. 36-43 (Lecture Notes in Computer Science).

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

Integer programming
Tomography
Computer aided analysis
Pulmonary diseases
Labels

Bewertung von Fahrerassistenzsystemen von nicht professionellen Fahrerinnen und Fahrern im Realversuch

Koglbauer, I. V., Eichberger, A., Lex, C., Bliem, N., Sternat, A. S., Holzinger, J., Schinko, C. & Battel, M., 2015, Humanwissenschaftliche Beiträge zur Verkehrssicherheit und Ökologie des Verkehrs, MEHR SICHERES VERHALTEN IM STRASSENVERKEHR.. 1 ed. Salzburg: INFAR-Institut für Nachschulung, Vol. 5. p. 86-102 (in motion).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Constraint-based Recommender Systems

Felfernig, A., Friedrich, G., Jannach, D. & Zanker, M., 2015, Recommender Systems Handbook. 2nd Edition ed. Springer, p. 161-191

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Data handling and analysis in metabolomics

Breit, M., Baumgartner, C. & Weinberger, K. M., 2015, Current Applications of Chemometrics. Rolin, D. (ed.). 1 ed. New York: Nova Sciences Publishers, Inc, p. 181-203

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Fuzzy Image Processing

Rahim, S. S., Palade, V., Jayne, C., Holzinger, A. & Shuttleworth, J., 2015, Brain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI. Guo, Y., Friston, K., Faisal, A. A., Hill, S. & Peng, H. (eds.). 1 ed. Cham, Heidelberg, New York, Dordrecht, London: Springer International, Vol. 9250. p. 379-388 (Lecture Notes in Artificial Intelligence; vol. 9250).

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

Open Access
File
Screening
Image processing
Image classification
Image acquisition
Medical problems

Educational Gamified Science Simulations

Pirker, J. & Gütl, C., 2015, Gamification in Education and Business. 1 ed. Springer International Publishing AG , p. 253-275

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Forgetting the Words but Remembering the Meaning: Modeling Forgetting in a Verbal and Semantic Tag Recommender

Kowald, D., Seitlinger, P. C., Kopeinik, S., Ley, T. & Trattner, C., 2015, MSM-MUSE Post-Proceedings. Springer, p. ---

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

From Smart Health to Smart Hospitals

Holzinger, A., Röcker, C. & Ziefle, M., 25 Feb 2015, Springer Lecture Notes in Computer Science LNCS. Heidelberg, Berlin, New York: Springer, Vol. 8700. p. 1-20

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

Open Access
File
Health
Medicine
Ubiquitous computing
Ecosystems
Sensor networks

Games for BCI Skill Learning

Scherer, R., Müller-Putz, G., Friedrich, E., Pammer-Schindler, V., Wilding, K., Keller, S. & Pirker, J., 2015, Handbook of Digital Games and Entertainment Technologies. 1 ed. ., p. 1-19

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Human Decision Making and Recommender Systems

Jameson, A., Willemsen, M., Felfernig, A., deGemmis, M., Lops, P., Semeraro, G. & Chen, L., 2015, Recommender Systems Handbook. 2nd Edition ed. Springer, p. 619-655

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Increasing Fault Tolerance in Operational Centres Using Human Sensing Technologies: Approach and Initial Results

Silverio da Silva, N. D. J., Eggeling, E., Schreck, T., Fellner, D. W. & Ullrich, T., 1 Sep 2015, VISIGRAP 2015. 1 ed. .

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

Interactive and Iterative Annotation for Biomedical Entity Recognition

Yimam, S. M., Biemann, C., Majnaric, L., Sabanovic, S. & Holzinger, A., 2015, Brain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI 9250. 1 ed. Heidelberg, Berlin: Springer, p. 347-357

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Knowledge Discovery in Proteomic Mass Spectrometry Data

Netzer, M., Handler, M., Pfeifer, B., Dander, A. & Baumgartner, C., 2015, Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology - Algorithms and Software Tools. 1 ed. Elsevier B.V., p. 503-517

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Medicine and Health Care as a Data Problem: Will Computers become better medical doctors?

Holzinger, A., Duerr-Specht, M. & Goebel, R., 2015, Smart Health: Open Problems and Future Challenges, Springer Lecture Notes in Computer Science LNCS 8700. 1 ed. Heidelberg, Berlin: Springer, p. 21-39

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Refining Frequency-Based Tag Reuse Predictions by Means of Time and Semantic Context

Kowald, D., Kopeinik, S., Seitlinger, P. C., Ley, T., Albert, D. & Trattner, C., 2015, MSM-MUSE Post-Proceedings. Springer, p. ---

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Segmentation of Diseased Livers: A 3D Refinement Approach

Beichel, R. R., Bauer, C., Bornik, A. & Bischof, H., 2015, Handbook of Biomedical Imaging. Springer US, p. 403-412

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

State-of-the-Art and Future Challenges in the Integration of Biobank Catalogues

Müller, H., Reihs, R., Zatloukal, K., Jeanquartier, F., Merino Martinez, R., Enckevort, D., Swertz, M. & Holzinger, A., 2015, Smart Health: State-of-the-Art and Beyond, Springer Lecture Notes in Computer Science LNCS 8700. 1 ed. Cham, Heidelberg, New York, Dordrecht, London: Springer International, p. 261-273

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Supporting Self-Regulated Learning

Nussbaumer, A., Dahn, I., Kroop, S., Mikroyannidis, A. & Albert, D., 2015, Responsive Open Learning Environments. 1 ed. Springer International Publishing AG , p. 17-48

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

Towards Personalization of Diabetes Therapy Using Computerized Decision Support and Machine Learning: Some Open Problems and Challenges

Donsa, K., Spat, S., Beck, P., Pieber, T. & Holzinger, A., 2015, Smart Health: Open Problems and Future Challenges, Springer Lecture Notes in Computer Science LNCS 8700. 1 ed. Cham, Heidelberg, New York, Dordrecht, London: Springer, p. 237-260

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

Open Access
File
Therapeutics
Life Style
Insulin
Machine Learning
Self Care

Utilizing Online Social Network and Location-Based Data to Recommend Products and Categories in Online Marketplaces

Lacic, E., Kowald, D., Eberhard, L., Trattner, C., Parra, D. & Balby Marinho, L., 2015, MSM-MUSE Post-Proceedings. Springer, p. ---

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Vertebrae Segmentation in 3D CT Images based on a Variational Framework

Hammernik, K., Ebner, T., Stern, D., Urschler, M. & Pock, T., 2015, Recent Advances in Computational Methods and Clinical Applications for Spine Imaging and Clinical Applications for Spine Imaging: Part VI. Yao, J., Glocker, B., Klinder, T. & Li, S. (eds.). Switzerland: Springer International Publishing AG , p. 227-233 (Lecture Notes in Computational Vision and Biomechanics; vol. 20).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Medical imaging
Tomography