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Author

  • Andreas Holzinger
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 proceedingChapter

Open Access
File
2013

Older Users’ Wish List for Technology Attributes A Comparison of Household and Medical Technologies

Holzinger, A., Himmel, S. & Ziefle, M., 2013, Availability, Reliability, and Security in Information Systems and HCI Lecture Notes in Computer Science Volume 8127. Heidelberg, Berlin: Springer, p. 16-27

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2015

Integrated web visualizations for protein-protein interaction databases

Jeanquartier, F., Jeanquartier, C. & Holzinger, A., 2015, In : BMC Bioinformatics . 16, 195, p. 1-16

Research output: Contribution to journalArticle

Open Access
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 proceedingChapter

Open Access
File
2015

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

Petz, G., Karpowicz, M., Fürschuss, H., Auinger, A., Stritesky, V. & Holzinger, A., 2015, In : Information processing & management. 51, 4, p. 510-519

Research output: Contribution to journalArticle

Open Access
File

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 contribution

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. 71-81

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2011

Navigating through Very Large Sets of Medical Records: An Information Retrieval Evaluation Architecture for Non-standardized Text

Kreuzthaler, M., Bloice, M. D., Simonic, K-M. & Holzinger, A., 2011, Information Quality in e-Health Springer Lecture Notes in Computer Science LNCS 7058. 1 ed. Heidelberg, Berlin, New York: Springer, p. 455-470

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2018

In silico cancer research towards 3R

Jean-Quartier, C., Jeanquartier, F., Jurisica, I. & Holzinger, A., 12 Apr 2018, In : BMC Cancer. 18, 1, 408.

Research output: Contribution to journalArticle

2016

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. 81-95

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2014

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 proceedingChapter

Open Access
File
2011

A.45 Informationsextraktion: Information Overload – Stößt die Medizin an ihre Grenzen?

Holzinger, A., Simonic, K-M. & Steyrer, J., 2011, In : Wissensmanagement . 1, p. 10-12

Research output: Contribution to journalArticle

Open Access
File

B.90 Using Patient Records to Teach Medical Students

Bloice, M. D., Simonic, K-M. & Holzinger, A., 2011, Association for Medical Education in Europe. 1 ed. Dundee, DD2 1LR, UK: AMEE, Tay Park House, 484 Perth Road, p. 230-231

Research output: Chapter in Book/Report/Conference proceedingChapter

Improving Multimodal Web Accessibility for Deaf People: Sign Language Interpreter Module (SLIM)

Debevc, M., Kosec, P. & Holzinger, A., 2011, In : Multimedia Tools and Applications. 54, 1, p. 181-199

Research output: Contribution to journalArticle

Open Access
File
2014

Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges

Holzinger, A. & Jurisica, I., 2014, 1 ed. Heidelberg, Berlin: Springer.

Research output: Book/ReportBook

Open Access
File
2015

interactive data analysis

Holzinger, A. & Pasi, G., 2015, In : Information processing & management. 51, 2, p. 141-143

Research output: Contribution to journalArticle

Open Access
File
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 proceedingChapter

Open Access
File
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 contribution

Open Access
File
2011

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 contribution

Open Access
File
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 proceedingChapter

Open Access
File
2015

Enhancing universal access: deaf and hard of hearing people on social networking sites

Kozuh, I., Hintermair, M., Holzinger, A., Volcic, Z. & Debevc, M., 2015, In : Universal Access in the Information Society. 14, 4, p. 537-545

Research output: Contribution to journalArticle

Open Access
File
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 contribution

Open Access
File

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 journalArticle

Open Access
File
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/ReportBook

Open Access
File
2016

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 proceedingChapter

Open Access
File
2014

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 proceedingChapter

Open Access
File
2015

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 proceedingChapter

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 proceedingChapter

Open Access
File
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 journalArticle

Open Access
2014

On the Usage of Health Records for the Teaching of Decision-Making to Students of Medicine

Bloice, M. D., Simonic, K-M. & Holzinger, A., 2014, The New Development of Technology Enhanced Learning Lecture Notes in Educational Technology Concept, Research and Best practice. 1 ed. Heidelberg, New York, Dordrecht, London: Springer, p. 185-201

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2011

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 proceedingConference contribution

Open Access
File
2013

Human–Computer Interaction & Knowledge Discovery HCI-KDD : What is the benefit of bringing those two fields to work together?

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. 319-328

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2014

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 proceedingChapter

Open Access
File
2015

Visualizing Uncertainty of RNA Sequence Base Pairing Variants

Jeanquartier, F., Jeanquartier, C. & Holzinger, A., 2015.

Research output: Contribution to conferencePoster

Open Access
File
2016

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. 1-9

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2017

Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning

Robert, S., Büttner, S., Röcker, C. & Holzinger, A., 8 Apr 2017, Springer Lecture Notes in Artificial Intelligence LNAI 9605. Springer, p. 357-376

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
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 contribution

Open Access
File
2014

Visual Data Mining: Effective Exploration of the Biological Universe

Otasek, D., Pastrello, C., 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: Springer, p. 19-33

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2015

Data Mining with Decision Trees: Theory and Applications

Holzinger, A., 2015, In : Online Information Review. 39, 3, p. 437-438

Research output: Contribution to journalArticle

Open Access
File
2013
Open Access
File
2011

EduPunks and Learning Management Systems – Conflict or Chance?

Ebner, M., Scerbakov, N., Tsang, P. & Holzinger, A., 2011, Hybrid Learning IHCL 2011 Springer Lecture Notes in Computer Sciences LNCS 6837. 1 ed. Heidelberg, Berlin, London, New York: Springer, p. 224-238

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
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. (eds.). Springer, Cham, p. 499-515 17 p. (Lecture Notes in Computer Science; vol. 12279).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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/ReportBook

Open Access
File
2011

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. 219-227

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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. 340-345

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Introducing an Information System for Successful Support of Selective Attention in Online Courses

Ebner, M., Wachtler, J. & Holzinger, A., 2013, Universal Access in Human-Computer Interaction. Applications and Services for Quality of Life, Lecture Notes in Computer Science LNCS 8011. 1 ed. Berlin, Heidelberg: Springer, p. 153-162

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Acceptance of Telemedical Treatments – A Medical Professional Point of View

Ziefle, M., Klack, L., Wilkowska, W. & Holzinger, A., 2013, Human Interface and the Management of Information. Information and Interaction for Health, Safety, Mobility and Complex Environments, Lecture Notes in Computer Science LNCS 8017. 1 ed. Heidelberg, Berlin, New York: Springer, p. 325-334

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2015

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 proceedingChapter

Open Access
File
2011

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 contribution

Open Access
File
2016

The Effect of Threshold Values and Weighting Factors on the Association between Entropy Measures and Mortality after Myocardial Infarction in the Cardiac Arrhythmia Suppression Trial (CAST)

Mayer, C., Bachler, M., Holzinger, A., Stein, P. K. & Wassertheurer, S., 20 Apr 2016, In : Entropy. 18, 4, 129.

Research output: Contribution to journalArticle

Open Access