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Research Output 1983 2019

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Chapter
2016

A Cloud-Based Learning Platform: STEM Learning Experiences with New Tools

Rizzardini, R. & Gütl, C., 2016, Handbook of Research on Cloud-Based STEM Education for Improved Learning Outcomes. IGI Global, p. 106-122

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

A Math Training Platform to Foster Individual Learning

Neuherz, E. & Ebner, M., 20 Dec 2016, Digital Tools for Seamless Learning. IGI Global Publishing, p. 1-26

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

Application of Graph Entropy for Knowledge Discovery and Data Mining

Calero Valdez, A., Dehmer, M. & Holzinger, A., 24 Sep 2016, Mathematical Foundations and Applications of Graph Entropy. Dehmer, M., Emmert-Streib, F., Chen, Z., Li, X. & Shi, Y. (eds.). John Wiley & Sons, Inc, p. 259-276 (Quantitative and Network Biology Series).

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

Data mining
Entropy
Physics

Booksprints im Hochschulkontext: Drei erfolgreiche Beispiele für das gemeinsame Schreiben in kurzen Zeiträumen

Schön, S., Ebner, M., Horndasch, S. & Rothe, H., 3 Sep 2016, Digitale Medien: Zusammenarbeit in der Bildung. Waxmann Verlag GmbH, p. 35-45

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

Open Access

Die Öffnung der Bildungsmaterialien als digitale soziale Innovation für die Wissensgesellschaft von morgen

Ebner, M. & Schön, S., 28 Nov 2016, Digitale Bildungslandschaften. IMC AG, Saarbrücken, p. 202-213

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

EmbodiMentor: a science fiction prototype to embody different perspectives using augmented reality

Morgado, L., Gütl, C. & Stahlal, A., 2016, Proceedings of the 7th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion (DSAI 2016). Association of Computing Machinery, p. 288-292

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

Entwicklung von „eDidactics“: Ein Fortbildungsprogramm für den Einsatz von Technologien in der Hochschullehre

Kopp, M., Ebner, M., Rehatschek, H., Schweighofer, P., Sfiri, A., Swoboda, B. & Teufel, M., 13 Jun 2016, Qualität in Studium und Lehre: Kompetenz- und Wissensmanagement im steirischen Hochschulraum. Springer International Publishing AG , p. 305-321

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Witness for the Doctor in the Loop

Kieseberg, P., Schantl, J., Frühwirt, P., Weippl, E. & Holzinger, A., 2015, Brain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI 9250. 1 ed. Heidelberg, Berlin: Springer, p. 369-378

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File
2014

Big Complex Biomedical Data: Towards a Taxonomy of Data

Holzinger, A., Stocker, C. & Dehmer, M., 2014, Communications in Computer and Information Science Springer CCIS 455. 1 ed. Heidelberg, Berlin: Springer, p. 3-18

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Biobanks – A Source of large Biological Data Sets: Open Problems and Future Challenges

Holzinger, A. & Huppertz, B., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401. 1 ed. Heidelberg, Berlin: Springer, p. 317-330

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Biomedical Text Mining: State-of-the-Art, Open Problems and Future Challenges

Holzinger, A., Schantl, J., Schroettner, M., Seifert, C. & Verspoor, K., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401. 1 ed. Heidelberg, Berlin: Springer, p. 271-300

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining

Holzinger, K., Palade, V., Rabadan, R. & Holzinger, A., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401. 1 ed. Heidelberg, Berlin: Springer, Vol. 8401. p. 35-56

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

Open Access
File
Evolutionary algorithms
Data mining
Ant colony optimization
Genetic programming
Immune system

Enhancing Interdisciplinary Cooperation by Social Platforms: Assessing the Usefulness of Bibliometric Social Network Visualization in Large-Scale Research Clusters

Calero Valdez, A., Schaar, A-K., Ziefle, M. & Holzinger, A., 2014, Human Interface and the Management of Information. Information and Knowledge Design and Evaluation, Lecture Notes in Computer Science LNCS 8521. Yamamoto, S. (ed.). 1 ed. Heidelberg, Berlin: Springer, p. 298-309

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

Open Access
File
Visualization
Cybernetics
Planning

Entropy-Based Data Mining on the Example of Cardiac Arrhythmia Suppression

Bachler, M., Hörtenhuber, M., Mayer, C., Holzinger, A. & Wassertheurer, S., 2014, Brain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 574-585

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical Informatics

Holzinger, A., 2014, Brain Informatics and Health, BIH 2014, Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 502-515

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

From Computer Innovation to Human Integration: Current Trends and Challenges for Pervasive HealthTechnologies

Holzinger, A., Röcker, C. & Ziefle, M., 2014, Pervasive Health, Human-Computer Interaction. 1 ed. London: Springer, p. 1-17

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Knowledge Discovery & Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting System

Yildirim, P., Bloice, M. D. & Holzinger, A., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401. Heidelberg, Berlin: Springer, p. 101-116

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File

Knowledge Discovery and Data Mining in Biomedical Informatics: The future is in Integrative, Interactive Machine Learning Solutions

Holzinger, A. & Jurisica, I., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401. 1 ed. Heidelberg, Berlin, New York: Springer, Vol. 8401. p. 1-18

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

Open Access
File
Data mining
Learning systems
Fusion reactions
Processing
Costs

Lecture 5 Semi-structured, weakly structured and unstructured data

Holzinger, A., 2014, Biomedical Informatics: Discovering Knowledge in Big Data. 1 ed. Heidelberg, New York, Dordrecht, London: Springer, p. 219-268

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

Open Access
File

Mobile Computing is not Always Advantageous: Lessons Learned from a Real-World Case Study in a Hospital

Holzinger, A., Sommerauer, B., Spitzer, P., Juric, S., Zalik, B., Debevc, M., Lidynia, C., Calero Valdez, A., Röcker, C. & Ziefle, M., 2014, Availability, Reliability, and Security in Information Systems. 1 ed. Heidelberg, New York, Dordrecht, London: Springer, p. 110-123

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

Open Access
File
Mobile computing
Mobile devices
Pediatrics
Health care
Information management

Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future Challenges

Holzinger, A., Ofner, B. & Dehmer, M., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401. 1 ed. Heidelberg, Berlin: Springer, p. 241-254

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
File