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  • Andreas Holzinger
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. 449-453

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2015

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
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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
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2016

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
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2011

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. 550-554

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2012

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. 929-934

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2016

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

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
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2013

On Knowledge Discovery in Open Medical Data on the Example of the FDA Drug Adverse Event Reporting System for Alendronate (Fosamax)

Yildirim, P., Ekmekci, I. O. E. & Holzinger, A., 2013, Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, Lecture Notes in Computer Science, LNCS 7947. 1 ed. Heidelberg, Berlin, New York: Springer, p. 195-206

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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2018

Explainable AI (ex-AI)

Holzinger, A., 26 May 2018, In : Informatik-Spektrum. 41, 2, p. 138-143

Research output: Contribution to journalArticleResearchpeer-review

Open Access
2011

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. 73-79

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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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, (Accepted/In press) Computer Assisted Learning. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

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. 57-61

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2014

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
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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 proceedingConference contributionResearchpeer-review

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, 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
2014

Computational approaches for mining user’s opinions on the Web 2.0

Petz, G., Karpowicz, M., Fürschuss, H., Auinger, A., Stritesky, V. & Holzinger, A., 2014, In : Information processing & management. 50, 6, p. 899-908

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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2015

The fine art of user-centered software development

Peischl, B., Ferk, M. & Holzinger, A., 2015, In : Software quality journal. 23, 3, p. 509-536

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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2014

Knowledge discovery of drug data on the example of adverse reaction prediction

Yildirim, P., Majnaric, L., Ekmekci, I. O. E. & Holzinger, A., 2014, In : BMC Bioinformatics . 15, 6, p. 1-11

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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2015

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
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2014

Towards a Low-Cost Mobile Subcutaneous Vein Detection Solution Using Near-Infrared Spectroscopy

Juric, S., Vojko, F., Debevc, M., Holzinger, A. & Zalik, B., 2014, In : The Scientific World Journal . ID 365902, 2014, p. 1-15

Research output: Contribution to journalArticleResearchpeer-review

2011

Information Quality in e-Health

Holzinger, A. (ed.) & Simonic, K-M. (ed.), 2011, 1 ed. Heidelberg, Berlin, London, New York: Springer. (Lecture Notes in Computer Science LNCS)

Research output: Book/ReportBookResearch

Open Access
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B.79 Development of an Interactive Application for Learning Medical Procedures and Clinical Decision Making

Bloice, M. D., Simonic, K-M., Kreuzthaler, M. & Holzinger, A., 2011, Information Quality in e-Health Springer Lecture Notes in Computer Science LNCS 7058. 1 ed. Heidelberg, Dordrecht, London, New York: Springer, Vol. 7058. p. 211-224 (Springer Lecture Notes in Computer Science (LNCS)).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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2013

Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, Lecture Notes in Computer Science, LNCS 7947

Holzinger, A. & Pasi, G., 2013, 1 ed. Heidelberg, Berlin, New York: Springer.

Research output: Book/ReportBookResearch

2014

On Computationally-Enhanced Visual Analysis of Heterogeneous Data and Its Application in Biomedical Informatics

Turkay, C., Jeanquartier, F., Holzinger, A. & Hauser, H., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics. 1 ed. Heidelberg, Berlin: Springer, p. 117-140

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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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
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2016

Information Technology in Bio- and Medical Informatics Springer Lecture Notes in Computer Science LNCS 9832

Renda, M. E. (ed.), Bursa, M. (ed.), Holzinger, A. (ed.) & Khuri, S. (ed.), 2 Sep 2016, Cham (Switzerland): Springer.

Research output: Book/ReportBookResearchpeer-review

Open Access
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2012

Online and Offline Determination of QT and PR Interval and QRS Duration in Electrocardiography

Bachler, M., Mayer, C., Hametner, B., Wassertheurer, S. & Holzinger, A., 2012, ICPCA-SWS 2012, Springer Lecture Notes in Computer Science, LNCS 7719. 1 ed. Heidelberg, Berlin, New York: Springer, p. 1-15

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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2016

Visual Analytics for Concept Exploration in Subspaces of Patient Groups: Making Sense of Complex Datasets with the Doctor-in-the-Loop

Hund, M., Boehm, D., Sturm, W. J., Sedlmair, M., Schreck, T., Ullrich, T., Keim, D., Majnaric, L. & Holzinger, A., 17 Nov 2016, In : Brain Informatics. 3, 4, p. 233-247

Research output: Contribution to journalArticleResearchpeer-review

Open Access
2011

Technical Report Abschlussbericht Projekt CARDIOPATH

Holzinger, A., Wassertheurer, S., Robert, Z., Kos, C. & Gasser, R., 2011, Graz: .

Research output: Book/ReportOther reportResearch

Open Access
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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 electronic Business and Telecommunications. ., p. 119-124

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2013

On Visual Analytics And Evaluation In Cell Physiology: A Case Study

Jeanquartier, F. & Holzinger, A., 2013, Multidisciplinary Research and Practice for Information Systems, Springer Lecture Notes in Computer Science LNCS 8127. 1 ed. Heidelberg, Berlin, New York: Springer, p. 495-502

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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2014

Biomedical Informatics: Discovering Knowledge in Big Data

Holzinger, A., 2014, 1 ed. Heidelberg, New York, Dordrecht, London: Springer.

Research output: Book/ReportBookResearch

Open Access
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2018

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. 55-66

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2011

Measuring Emotions: Towards rapid and low cost methodologies

Stickel, C., Holzinger, A. & Felfernig, A., 27 Oct 2011.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

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. 272-274

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2012

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. 237-250

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2014

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. 216-220

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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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
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2012

iScope – Viewing Biosignals on Mobile Devices

Breitwieser, C., Terbu, O., Holzinger, A., Brunner, C., Lindstaedt, S. & Müller-Putz, G., 2012, ICPCA SWS 2012, Springer Lecture Notes in Computer Science LNCS 7719. 1 ed. Heidelberg, Berlin, New York: Springer, p. 50-56

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation

Holzinger, A., Scherer, R., Seeber, M., Wagner, J. & Müller-Putz, G., 2012, International Conference on Information Technology in Bio- and Medical Informatics - ITBAM 2012: Lecture Notes in Computer Science 7451. Böhm, C., Khuri, S., Lhotska, L. & Renda, M. E. (eds.). Lecture Notes in Computer Science LNCS 7451 ed. Heidelberg, Berlin, New York: Springer, Vol. 7451. p. 166-168

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

Open Access
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2011

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. 151-157

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2014

Protecting Anonymity in Data-Driven Biomedical Science

Kieseberg, P., Hobel, H., Schrittwieser, S., Weippl, E. & Holzinger, A., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, Lecture Notes in Computer Science, LNCS 8401. 1 ed. Heidelberg, Berlin: Springer, p. 301-316

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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2011

Interactive Visualization for Information Analysis in Medical Diagnosis

Wong, W., Xu, K. & Holzinger, A., 2011, Information Quality in e-Health: 7th Conference of the Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer ... / Programming and Software Engineering). 1 ed. Heidelberg, Berlin, New York: Springer, Vol. 7058. p. 109-120 (Springer Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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2012
Open Access
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2014

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. 185-195

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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2016

An Adaptive Annotation Approach for Biomedical Entity and Relation Recognition

Yimam, S. M., Biemann, C., Majnaric, L., Sabanovic, S. & Holzinger, A., 31 Oct 2016, In : Brain Informatics. 3, 3, p. 157-168

Research output: Contribution to journalArticleResearchpeer-review

Open Access
2015

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
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2013

Opinion Mining on the Web 2.0 – Characteristics of User Generated Content and Their Impacts

Petz, G., Karpowicz, M., Fürschuss, H., Auinger, A., Stritesky, V. & Holzinger, A., 2013, HCI-KDD Knowledge Discovery from Big Data, Lecture Notes LNCS 7947. Berlin, Heidelberg: Springer, p. 35-46

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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