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- 1 – 50 von 117 Ergebnissen
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2022
Effects of Fairness and Explanation on Trust in Ethical AI
Angerschmid, A., Theuermann, K., Holzinger, A., Chen, F. & Zhou, J., 2022, Machine Learning and Knowledge Extraction - 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Proceedings. Holzinger, A., Holzinger, A., Holzinger, A., Kieseberg, P., Tjoa, A. M., Weippl, E. & Weippl, E. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 51-67 17 S. (Lecture Notes in Computer Science ; Band 13480 LNCS).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2021
The Next Frontier: AI We Can Really Trust
Holzinger, A., 2021, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Proceedings: ECML PKDD 2021. Kamp, M., Koprinska, I., Bibal, A., Bouadi, T., Frénay, B., Galárraga, L., Oramas, J., Adilova, L., Krishnamurthy, Y., Kang, B., Largeron, C., Lijffijt, J., Viard, T., Welke, P., Ruocco, M., Aune, E., Gallicchio, C., Schiele, G. & Pernkopf, F. (Hrsg.). Cham: Springer, S. 427-440 14 S. publons.com/p/52081722/. (Communications in Computer and Information Science; Band 1524).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2020
Property-Based Testing for Parameter Learning of Probabilistic Graphical Models
Saranti, A., Taraghi, B., Ebner, M. & Holzinger, A., 1 Jan. 2020, Machine Learning and Knowledge Extraction: CD-MAKE 2020. Holzinger, A., Kieseberg, P. & Min Tjoa, A. (Hrsg.). Springer, Cham, S. 499-515 17 S. (Lecture Notes in Computer Science; Band 12279).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2019
Insights into Learning Competence Through Probabilistic Graphical Models
Saranti, A., Taraghi, B., Ebner, M. & Holzinger, A., 2 Sept. 2019, Machine Learning and Knowledge Extraction: Third IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2019, Canterbury, UK, August 26–29, 2019, Proceedings. Holzinger, A., Kieseberg, P., Tjoa, A. M. & Weippl, E. (Hrsg.). Cham: Springer International Publishing AG , S. 250-271 (Lecture Notes in Computer Science; Band 11713).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2018
Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI
Holzinger, A., Kieseberg, P., Weippl, E. & Tjoa, A. M., 2018, Machine Learning and Knowledge Extraction. CD-MAKE 2018. Springer International, S. 1-8 (Lecture Notes in Computer Science; Band 11015).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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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, S. 295-303 9 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 11015 LNCS).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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From Machine Learning to Explainable AI
Holzinger, A., 25 Aug. 2018, IEEE 2018 World Symposium on Digital Intelligence for Systems and Machines (DISA). New York: IEEE Computer Society, S. 55-66Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2017
Interactive Anonymization for Privacy aware Machine Learning
Malle, B., Kieseberg, P. & Holzinger, A., 2017, CEUR Workshop Proceedings. CEUR-WS, Band 1924. S. 15 - 26Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Machine Learning and Knowledge Extraction in Digital Pathology needs an integrative approach
Holzinger, A., Malle, B., Kieseberg, P., Müller, H., Reihs, R. & Zatloukal, K., 2017, Towards Integrative Machine Learning and Knowledge Extraction: BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised Selected Papers. Holzinger, A., Goebel, R., Ferri, M. & Palade, V. (Hrsg.). Cham: Springer, (Lecture Notes in Computer Science; Band 10344).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2016
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, Information Technology in Bio- and Medical Informatics. ITBAM 2016. Cham: Springer, S. 49-66 (Lecture Notes in Computer Science; Band 9832).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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The right to be forgotten: Towards Machine Learning on perturbed knowledge bases
Malle, B., Kieseberg, P., Weippl, E. & Holzinger, A., 3 Sept. 2016, Springer Lecture Notes in Computer Science LNCS 9817. Springer International, S. 251-266 16 S.Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to solve the Traveling Salesman Problem with the Human-in-the-Loop approach
Holzinger, A., Plass, M., Holzinger, K., Crisan, G. C., Pintea, C. M. & Palade, V., 17 Aug. 2016, Lecture Notes in Computer Science, LNCS 9817: IFIP International Cross Domain Conference and Workshop (CD-ARES 2016). Springer, S. 81-95Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Towards Interactive Recommender Systems with the Doctor-in-the-Loop
Holzinger, A., Calero-Valdez, A. & Ziefle, M., 2016, Mensch & Computer 2016. Weyers, B. & Dittmar, A. (Hrsg.). Gesellschaft für Informatik , S. 1-9Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2015
Analysis of Patient Groups and Immunization Results Based on Subspace Clustering
Hund, M., Sturm, W., Schreck, T., Ullrich, T., Keim, D., Majnaric, L. & Holzinger, A., 2015, Brain Informatics And Health (bih 2015): 8th International Conference, BIH 2015, London, UK, August 30 - September 2, 2015. Proceedings. Guo, Y., Friston, K., Faisal, A., Hill, S. & Peng, H. (Hrsg.). Berlin: Springer, Band 9250. S. 358-368 11 S. (Lecture Notes in Computer Science; Band 9250).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Discovering Medical Knowledge Using Visual Analytics – a survey on methods for systems biology and *omics data
Sturm, W., Schreck, T., Holzinger, A. & Ullrich, T., 2015, VCBM 2015: Eurographics Workshop on Visual Computing for Biology and Medicine (2015). Eurographics - European Association for Computer Graphics, S. 71-81Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Extending the Scaffold Hunter Visualization Toolkit with Interactive Heatmaps
Sturm, W. J., Schaefer, T., Schreck, T., Holzinger, A. & Ullrich, T., 2015, Computer Graphics & Visual Computing, CGVC 2015. Goslar: Eurographics - European Association for Computer Graphics, S. 78-84Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2014
Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques
Holzinger, A., Blanchard, D., Bloice, M. D., Holzinger, K., Palade, V. & Rabadan, R., 2014, Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2014 IEEE/WIC/ACM International Joint Conferences on (Volume:2 ). New York: Institute of Electrical and Electronics Engineers, S. 449-453Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Enhancing Patient Safety through Human-Computer Information Retrieval on the Example of German-Speaking Surgical Reports
Stocker, C., Marzi, L., Matula, C., Schantl, J., Prohaska, G., Brabenetz, A. & Holzinger, A., 2014, 2014 25th International Workshop on Database and Expert Systems Applications. IEEE Computer Society, S. 216-220Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2013
Integrating User-centred Design in an Early Stage of Mobile Medical Application Prototyping - A Case Study on Data Acquistion in Health Organisations
Peischl, B., Ferk, M. & Holzinger, A., 2013, Proceedings of the 4th International Conference on Data Communication Networking, 10th International Conference on e-Business and 4th International Conference on Optical Communication Systems (ICETE 2013. Setúbal: SciTec Press, Band 1, ICE-B. S. 185-195Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Mobile Learning as a Chance to Enhance Education in Developing Countries - on the Example of Ghana
Grimus, M., Ebner, M. & Holzinger, A., 2013, Proceedings of the 11th International Conference on Mobile and Contextual Learning 2012. ., S. 340-345Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2012
A Mobile Information System for Improved Navigation in Public Transport User Centered Design, Development, Evaluation and e-Business Scenarios of a Mobile Roadmap Application
Peischl, B., Ziefle, M. & Holzinger, A., 2012, Proceedings of the International Conference on Data Communication Networking, e-Business and Optical Communication Systems. Setubal: SciTec Press, Band 1: ICE-B. S. 217-221Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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ArcheoAPP Rome Edition (AARE) – Making invisible sites visible: e-Business Aspects of Historic Knowledge Discovery via Mobile devices
Holzinger, K., Koiner, G., Fassold, M., Kosec, P. & Holzinger, A., 2012, Proceedings of the 9th International Conference on Data Communication Networking, e-Business and Optical Communication Systems. Setubal: INSTICC – Institute for Systems and Technologies of Information, Control and Communication, S. 115-122Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Assessment for/as Learning: Integrated Automatic Assessment in Complex Learning Resources for Self-Directed Learning
Al-Smadi, M., Wesiak, G., Gütl, C. & Holzinger, A., 2012, Proceedings 2012 International Conference on Complex, Intelligent and Software Intensive Systems. Los Alamitos, Ca.: IEEE Computer Society, S. 929-934Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Disease-disease relationships for rheumatic diseases Web-based biomedical textmining and knowledge discovery to assist medical decision making
Holzinger, A., Simonic, K-M. & Yildirim, P., 2012, IEEE COMPSAC 36th International Conference on Computer Software and Applications. New York: Institute of Electrical and Electronics Engineers, S. 573-580Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Fighting Physical and Mental Decline of Elderly with Adaptive Serious Games
Kickmeier-Rust, M., Holzinger, A. & Albert, D., 2012, Proceedings of 6th European Conference on Games Based Learning (ECGBL). ., S. 1-10Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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How usage context shapes evaluation and adoption criteria in different technologies
Ziefle, M., Himmel, S. & Holzinger, A., 2012, Advances in Usability Evaluation Part II. New York: CRC Press, S. 2812-2821 (Advances in Human Factors and Ergonomics Series).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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On complexity reduction of user interfaces for safety-critical systems
Holzinger, A., Popova, E., Peischl, B. & Ziefle, M., 2012, (Angenommen/In Druck) IFIP Cross Domain Conference, Lecture Notes in Computer Science. Heidelberg, Berlin, New York: SpringerPublikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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On Knowledge Discovery and interactive intelligent Visualization of biomedical data: Challenges in Human–Computer Interaction & Biomedical Informatics
Holzinger, A., 2012, DATA 2012 Conference. Setubal: INSTICC – Institute for Systems and Technologies of Information, Control and Communication, S. 9-20 12 S.Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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On the development of smart adaptive user interfaces for mobile e-Business applications: Towards enhancing User Experience – some lessons learned
Holzinger, A., Geier, MI. & Germanakos, P., 2012, DCNET 2012, ICE-B 2012, OPTICS 2012 - Proceedings of the International Conference on Data Communication Networking, e-Business and Optical Communication Systems, ICETE. S. 205-214Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Search Engine Optimization meets e-Business - a Theory-Based Evaluation: Findability and Usability as key success factors
Auinger, A., Brandtner, P., Großdehner, P. & Holzinger, A., 2012, Proceedings of the International Conference on Data Communication Networking, e-Business and Optical Communication Systems : Rome, Italy, 24 - 27 July, 2012. SciTePress, S. 237-250Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Towards a framework based on single trial connectivity for enhancing knowledge discovery in BCI
Billinger, M., Brunner, C., Scherer, R., Holzinger, A. & Müller-Putz, G., 2012, Active Media Technologies, Springer Lecture Notes in Computer Science, LNCS 7669. ., S. 658-667Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2011
Accessible and Collaborative Moodle-based Learning Management Environment for Web Users with Varying Degrees of Hearing
Kosec, P., Debevc, M., Kozuh, I., Rotovnik, M. & Holzinger, A., 2011, Proceedings of the 14th IASTED International Conference on Computers and Advanced Technology in Education, CATE 2011. Anaheim, Calgary, Zurich: Acta Press, S. 73-79Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Applying Aspect Oriented Programming (AOP) in Usability Engineering processes: On the example of Tracking Usage Information for Remote Usability Testing
Holzinger, A., Brugger, M. & Slany, W., 2011, Proceedings of the 8th International Conference on electronic Business and Telecommunications. Setubal (Lisbon, Portugal): SciTec, S. 53-56Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Archaeological Scavenger Hunt on Mobile Devices: From e-Education to E-Business - A triple adaptive mobile application for supporting Experts, Tourists and Children
Holzinger, K., Lehner, M., Fassold, M. & Holzinger, A., 2011, ICE-B 2011 - Proceedings of the International Conference on e-Business. Setubal: SciTec, S. 131-136Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Design einer mobilen Anwendung für das stationäre Glukosemanagement
Höll, B., Spat, S., Plank, J., Schaupp, L., Neubauer, K., Beck, P., Pieber, T. & Holzinger, A., 2011, eHealth. ., S. 151-157Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Design of a mobile, safety-critical in-hospital Glucose Management System
Höll, B., Spat, S., Plank, J., Schaupp, L., Neubauer, K., Beck, P., Chiarugi, F., Kontogiannis, V., Pieber, T. & Holzinger, A., 2011, (Angenommen/In Druck) Proceedings of Medical Informatics Europe (MIE 2011). .Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Handwriting Recognition on Mobile Devices: State of the art technology, usability and business analysis
Holzinger, A., Basic, L., Peischl, B. & Debevc, M., 2011, Proceedings of the 8th International Conference on electronic Business and Telecommunications. S. 219-227Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Interacting with Information - Challenges in Human–Computer Interaction and Information Retrieval
Holzinger, A., 2011, Proceedings of the IADIS International Conference Interfaces and Human Computer Interaction 2011, Part of the IADIS Multi Conference on Computer Science and Information Systems 2011, MCCSIS 2011. Lisbon: IADIS Press, S. xxiii-xxviiPublikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Interaction Design of Augmented Education Environments - Augmented and Mixed Reality for performance and training support of Technicians
Behringer, R., Christian, J., Krieger, H. & Holzinger, A., 2011, (Angenommen/In Druck) Computer Assisted Learning. .Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Measuring Emotions: Towards rapid and low cost methodologies
Stickel, C., Holzinger, A. & Felfernig, A., 2011, (Angenommen/In Druck) ACM Conference on Recommender Systems.Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Medical Technology in Smart Homes: Exploring the User’s Perspective on Privacy, Intimacy and Trust
Ziefle, M., Röcker, C. & Holzinger, A., 2011, Annual International Computer Software and Applications Conference. New York: Institute of Electrical and Electronics Engineers, S. 410-415 (978-1-4577-0980-7).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Mobile information retrieval in medicine: A semantic approach
Kreuzthaler, M., Bloice, M. D., Faulstich, L., Simonic, K-M. & Holzinger, A., 2011, 23rd International Conference of the European Federation for Medical Informatics User Centred Networked Health Care - A. Moen et al. (Eds.) MIE 2011 / CD / Short Communications. S. 272-274Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Navigational User Interface Elements on the Left Side: Intuition of Designers or Experimental Evidence?
Holzinger, A., Scherer, R. & Ziefle, M., 2011, Human-Computer Interaction – INTERACT 2011 Springer Lecture Notes in Computer Science LNCS 6947. 1 Aufl. Heidelberg, Berlin, New York: Springer, Band 6947. S. 162-177 (Lecture notes in computer science).Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Optimizing Long-Term Treatment of Rheumatoid Arthritis with Systematic Documentation
Simonic, K-M., Holzinger, A., Bloice, M. D. & Hermann, J., 2011, Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare. 1 Aufl. New York: Institute of Electrical and Electronics Engineers, S. 550-554Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Perceived usefulness of assistive technologies and electronic services for ambient assisted living
Ziefle, M., Röcker, C. & Holzinger, A., 2011, 5th International Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health). New York: Institute of Electrical and Electronics Engineers, S. 585-592Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Rapid Prototyping on the example of Software Development in the automotive industry: The Importance of their Provision for Software Projects at the Correct Time
Holzinger, A., Waclick, OI., Kappe, F., Lenhart, S., Orasche, G. & Peischl, B., 2011, Proceedings of the 8th International Conference on electronic Business and Telecommunications. Setubal (Lisbon, Portugal): SciTec, S. 57-61Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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User-Centric Knowledge Management in Enterprise 2.0 Platforms: A complementary multi-method approach
Auinger, A., Nedbal, D., Hochmeier, A. & Holzinger, A., 2011, Proceedings of the 8th International Conference on e-Business and Telecommunications. SciTePress, S. 119-124Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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Weakly Structured Data in Health-Informatics: The Challenge for Human-Computer Interaction
Holzinger, A., 2011, Proceedings of INTERACT 2011 Workshop: Promoting and supporting healthy living by design. ., S. 5-7Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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2010
Applying Model-View-Controller (MVC) in Design and Development of Information Systems: An example of smart assistive script breakdown in an e-Business Application
Holzinger, A., Struggl, K-H. & Debevc, M., 2010, ICE-B 2010 - Proceedings of the International Conference on e-Business. New York: Institute of Electrical and Electronics Engineers, S. 63-68Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
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D.41 Motivational features of a mobile web application promoting a healthy lifestyle
Holzinger, A. & Dorner, S., 2010, (Angenommen/In Druck) HCI - British Human Computer Interaction Group Annual Conference. .Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung