Research Output per year
Research Output 1995 2019
- 1 - 50 out of 112 results
- Publication Year, Title (descending)
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, p. 1-8 (Lecture Notes in Computer Science; vol. 11015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
File
Artificial intelligence
Learning systems
Data privacy
Ontology
Adaptive systems
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 proceeding › Conference contribution › Research › peer-review
Reasoning
Expert systems
Learning systems
Expert System
Network architecture
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, p. 55-66Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
2017
Gesture-Based Interactions in Video Games with the Leap Motion Controller
Pirker, J., Pojer, M., Holzinger, A. & Gütl, C., 2017, International Conference on Human-Computer Interaction. p. 620-633 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
2016
The right to be forgotten: Towards Machine Learning on perturbed knowledge bases
Malle, B., Kieseberg, P., Weippl, E. & Holzinger, A., 3 Sep 2016, Springer Lecture Notes in Computer Science LNCS 9817. Springer International, p. 251-266 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Learning systems
Industry
Data privacy
Economics
Classifiers
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, p. 81-95Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Traveling salesman problem
Learning systems
Health
Ant colony optimization
Recommender systems
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. (eds.). Gesellschaft für Informatik , p. 1-9Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Recommender systems
Health
Learning systems
Protein folding
Computer science
2015
Analysis of Patient Groups and Immunization Results Based on Subspace Clustering
Hund, M., Sturm, W. J., Schreck, T., Keim, D., Majnaric, L. & Holzinger, A., 2015, Brain Informatics and Health. Berlin: Springer, Vol. 9250. p. 358-368 (LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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, Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM). Eurographics - European Association for Computer Graphics, p. 71-81Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Extending the Scaffold Hunter Visualization Toolkit with Interactive Heatmaps
Sturm, W. J., Schaefer, T., Schreck, T., Holzinger, A. & Ullrich, T., 2015, EG UK Computer Graphics & Visual Computing. Eurographics - European Association for Computer Graphics, p. 78-84Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, p. 449-453Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, 25th DEXA Database and Expert Sytems Applications. Los Alamitos (CA): IEEE Computer Society, p. 216-220Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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., 2014, International Joint Conference on e-Business and Telecommunications. ., p. 185-195Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
2013
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. ., p. 340-345Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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, p. 217-221Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, p. 115-122Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, p. 929-934Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, p. 573-580Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, p. 2812-2821 (Advances in Human Factors and Ergonomics Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
On complexity reduction of user interfaces for safety-critical systems
Holzinger, A., Popova, E., Peischl, B. & Ziefle, M., 2012, (Accepted/In press) IFIP Cross Domain Conference, Lecture Notes in Computer Science. Heidelberg, Berlin, New York: SpringerResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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, p. 9-20Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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/ICE-B/OPTICS 2012. ., p. 205-214Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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. ., p. 237-250Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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. ., p. 658-667Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
2011
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, p. 53-56Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, ICETE 2011 8th International Joint Conference on e-Business and Telecommunications. Setubal: SciTec, p. 131-136Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
D.57 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, Computers and Advanced Technology in Education (CATE 2011) Cambridge. Anaheim, Calgary, Zurich: Acta Press, p. 73-79Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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. ., p. 151-157Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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, (Accepted/In press) Proceedings of Medical Informatics Europe (MIE 2011). .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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. ., p. 219-227Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Interacting with Information - Challenges in Human–Computer Interaction and Information Retrieval
Holzinger, A., 2011, Interfaces and Human-Computer Interaction 2011. Lisbon: IADIS Press, p. xxiii-xxviiResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, (Accepted/In press) Computer Assisted Learning. .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Measuring Emotions: Towards rapid and low cost methodologies
Stickel, C., Holzinger, A. & Felfernig, A., 2011, (Accepted/In press) ACM Conference on Recommender Systems. .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, p. 410-415 (978-1-4577-0980-7).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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. ., p. 272-274Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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 ed. Heidelberg, Berlin, New York: Springer, Vol. 6947. p. 162-177 (Lecture notes in computer science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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 ed. New York: Institute of Electrical and Electronics Engineers, p. 550-554Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Documentation
Rheumatoid Arthritis
Patient Participation
Therapeutics
Information Systems
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, p. 585-592Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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, p. 57-61Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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 electronic Business and Telecommunications. ., p. 119-124Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
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. ., p. 5-7Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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, Proceedings of the International Conference on E-Business (ICE-B 2010), Athens. New York: Institute of Electrical and Electronics Engineers, p. 63-68Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
D.41 Motivational features of a mobile web application promoting a healthy lifestyle
Holzinger, A. & Dorner, S., 2010, (Accepted/In press) HCI - British Human Computer Interaction Group Annual Conference. .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
D.43 Ubiquitous Computing and Urban Archaeology: Experiences with Augmenting the Learning Experience by Smart Objects
Holzinger, K., Lehner, M., Fassold, M. & Holzinger, A., 2010, International Conference on Cultural Heritage and New Technologies. Vienna: City of Vienna, p. 64-64Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
From Cloud Computing to Mobile Internet, from User Focus to Culture and Hedonism - The Crucible of Mobile Health Care and Wellness Applications
Alagöz, F., Calero Valdez, A., Wilkowska, W., Ziefle, M., Dorner, S. & Holzinger, A., 2010, 5th International Conference on Pervasive Computing and Applications (ICPCA). New York: Institute of Electrical and Electronics Engineers, p. 38-45Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
MashUps for e-Learning 2.0 Simple Personal Learning Environments (PLE) for Frequent Computer Users
Auinger, A., Nedbal, D., Holzinger, A., Ebner, M. & Scerbakov, N., 2010, (Accepted/In press) International Conference on Management Science and Information Engineering. New York: Institute of Electrical and Electronics EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
On the Need for Open-Source Ground Truths for Medical Information Retrieval Systems
Kreuzthaler, M., Bloice, M. D., Simonic, K-M. & Holzinger, A., 2010, International Conference on Knowledge Management. ., p. 371-381Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Perceived Usefulness among Elderly People: Experiences and Lessons Learned during the Evaluation of a Wrist Device
Holzinger, A., Searle, G., Prückner, S., Steinbach-Nordmann, S., Kleinberger, T., Hirt, E. & Temnitzer, J., 2010, Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare. New York: Institute of Electrical and Electronics Engineers, p. 1-5Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Preferences of Handwriting Recognition on Mobile Information Systems in Medicine: Improving handwriting algorithm on the basis of real-life usability research
Holzinger, A., Schlögl, M., Peischl, B. & Debevc, M., 2010, Proceedings of the International Conference on E-Business (ICE-B 2010), Athens. New York: Institute of Electrical and Electronics Engineers, p. 14-21Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access
File
Process Patterns for Agile Usability
Milchrahm, H., Slany, W. & Holzinger, A., 2010, (Accepted/In press) Advances in Computer Human Interaction. .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review