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  • Andreas Holzinger
2012

On Applying Approximate Entropy to ECG Signals for Knowledge Discovery on the Example of Big Sensor Data

Holzinger, A., Stocker, C., Bruschi, M., Auinger, A., Silva, H. & Fred, A., 2012, Active Media Technologies, Springer Lecture Notes in Computer Science, LNCS 7669. 1 ed. Heidelberg, Berlin: Springer, Vol. 7669. p. 646-657 (Springer Lecture Notes in Computer Science, LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

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

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
2015

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
2012

Using mixed node publication network graphs for analyzing success in interdisciplinary teams

Calero Valdez, A., Schaar, A-K., Ziefle, M., Holzinger, A., Jeschke, S. & Brecher, C., 2012, Active Media Technology. 1 ed. Heidelberg, Berlin, New York: ., p. 606-617

Research output: Chapter in Book/Report/Conference proceedingChapter

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
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 contribution

2012

Making Apps Useable on Multiple Different Mobile Platforms: On Interoperability for Business Application Development on Smartphones

Holzinger, A., Treitler, P. & Slany, W., 2012, CD-ARES 2012, LNCS 7465, IIFIP International Federation for Information Processing (2012). 1 ed. Heidelberg, Berlin, New York: Springer, p. 176-189

Research output: Chapter in Book/Report/Conference proceedingChapter

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

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
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

2012

On Text Preprocessing for Opinion Mining outside of Laboratory Environments

Petz, G., Karpowicz, M., Fürschuss, H., Auinger, A., Winkler, S., Schaller, S. & Holzinger, A., 2012, Active Media Technologies, Springer Lecture Notes in Computer Science, LNCS 7669. 1 ed. ., p. 618-629

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

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

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
2012

Human-Computer Interaction & Knowledge Discovery from Big Data: Introduction to the Special Session

Holzinger, A. & Auinger, A., 2012, (Accepted/In press) Alan Turing Centenary World Computational Intelligence Conference. 1 ed. .

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
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
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
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
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
2012

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., 21 Jul 2012.

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

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

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
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
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 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
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
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. 217-221

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
2015

Visualizing Uncertainty of RNA Sequence Base Pairing Variants

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

Research output: Contribution to conferencePoster

Open Access
File

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
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
2012

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. 658-667

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

2013

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

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

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

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
2013

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

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 journalArticle

Open Access
File
2016

Interactive Machine Learning for Health Informatics: When do we need the human-in-the-loop?

Holzinger, A., 17 May 2016, In : Brain Informatics. 3, 2, p. 119-131 12 p.

Research output: Contribution to journalArticle

Open Access