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  • Andreas Holzinger
(Old data) Lecture or Presentation

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 Presentation

On complexity reduction of user interfaces for safety‐critical systems

Holzinger, A., Popova, E., Peischl, B. & Ziefle, M., 20 Aug 2012.

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

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., 21 Jul 2012.

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

Open Access
File
Article

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

A.48 Investigating Paper versus Screen in real-life Hospital Workflows: Performance Contradicts Perceived Superiority of Paper in the User Experience

Holzinger, A., Bärnthaler, M., Pammer, W., Katz, H., Bjelic-Radisic, V. & Ziefle, M., 2011, In : International Journal of Human-Computer Studies. 69, 9, p. 563-570

Research output: Contribution to journalArticle

Open Access
File

A.49 Design and Development of a Mobile Computer Application to Reengineer Workflows in the Hospital and the Methodology to Evaluate its Effectiveness

Holzinger, A., Kosec, P., Schwantzer, G., Debevc, M., Frühauf, J. & Hoffmann-Wellenhof, R., 2011, In : Journal of biomedical informatics. 44, 6, p. 968-977

Research output: Contribution to journalArticle

Open Access
File

A.50 Design of a Mobile, Safety-Critical in-Patient Glucose Management System

Höll, B., Spat, S., Plank, J., Schaupp, L., Neubauer, K., Beck, P., Chiarugi, F., Kontogiannis, V., Pieber, T. & Holzinger, A., 2011, In : Studies in health technology and informatics. 169, p. 950-954

Research output: Contribution to journalArticle

A Comparison of Different Retrieval Strategies Working on Medical Free Texts

Kreuzthaler, M., Bloice, M. D., Faulstich, L., Simonic, K-M. & Holzinger, A., 2011, In : Journal of Universal Computer Science . 17, 7, p. 1109-1133

Research output: Contribution to journalArticle

Open Access
File

A Field Study of a Video Supported Seamless-Learning-Setting with Elementary Learners

Fößl, T., Ebner, M., Schön, S. & Holzinger, A., 2016, In : Educational technology & society. 19, 1, p. 321-336

Research output: Contribution to journalArticle

Open Access

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

Analysis of biomedical data with multilevel glyphs

Müller, H., Reihs, R., Zatloukal, K. & Holzinger, A., 2014, In : BMC Bioinformatics . 15, 6, p. 1-12

Research output: Contribution to journalArticle

Open Access
File

A Tamper-Proof Audit and Control-System for the Doctor in the Loop

Kieseberg, P., Malle, B., Frühwirt, P., Weippl, E. & Holzinger, A., 15 Nov 2016, In : Brain Informatics. 3, 4, p. 269-279

Research output: Contribution to journalArticle

Open Access

Biomedical image augmentation using Augmentor

Bloice, M. D., Roth, P. M. & Holzinger, A., 2019, In : Bioinformatics. 35, 21, p. 4522-4524

Research output: Contribution to journalArticle

Open Access

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

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 journalArticle

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
Open Access
File

Developments in transduction, connectivity and AI/machine learning for point-of-care testing

O’Sullivan, S., Ali, Z., Jiang, X., Abdolvand, R., Ünlü, M. S., Silva, H. P. D., Baca, J. T., Kim, B., Scott, S., Sajid, M. I., Moradian, S., Mansoorzare, H. & Holzinger, A., 2 Apr 2019, In : Sensors (Switzerland). 19, 8, 1917.

Research output: Contribution to journalArticle

Open Access

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

Explainable AI (ex-AI)

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

Research output: Contribution to journalArticle

Open Access

Functional and genetic analysis of the colon cancer network

Emmert-Streib, F., Simoes de Matos, R., Glazko, G., McDade, S., Haibe-Kanis, B., Holzinger, A., Dehmer, M. & Campbell, F. C., 2014, In : BMC Bioinformatics . 15, S6, p. 1-15

Research output: Contribution to journalArticle

Open Access

Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome

Hassler, A. P., Menasalvas, E., García-García, F. J., Rodríguez-Mañas, L. & Holzinger, A., 18 Feb 2019, In : BMC Medical Informatics and Decision Making. 19, 1, 33.

Research output: Contribution to journalArticle

Open Access

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

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

In Silico Modeling For Tumor Growth Visualization

Jeanquartier, F., Jean-Quartier, C., Cemernek, D. & Holzinger, A., 4 Sep 2016, In : BMC Systems Biology. 10, 1, p. 1-5 10:59.

Research output: Contribution to journalArticle

Open Access

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

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

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 journalArticle

Open Access

Interactive machine learning: experimental evidence for the human in the algorithmic loop: A case study on Ant Colony Optimization

Holzinger, A., Plass, M., Kickmeier-Rust, M., Holzinger, K., Crisan, G. C., Pintea, C. M. & Palade, V., 7 Dec 2018, In : Applied Intelligence. 14 p.

Research output: Contribution to journalArticle

Open Access

Interactive Machine Learning (iML)

Holzinger, A., 2016, In : Informatik-Spektrum. 39, 1, p. 64-68

Research output: Contribution to journalArticle

Open Access
File

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
Open Access

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

Modeling, Design, Development and Evaluation of a Hypervideo Application for Digital Systems Teaching

Mujacic, S., Debevc, M., Kosec, P., Bloice, M. D. & Holzinger, A., 2012, In : Multimedia Tools and Applications. 58, 2, p. 435-452

Research output: Contribution to journalArticle

Open Access
File

On the usage of health records for the design of virtual patients: a systematic review

Bloice, M. D., Simonic, K-M. & Holzinger, A., 2013, In : BMC Medical Informatics and Decision Making. 13, 103, p. 1-8

Research output: Contribution to journalArticle

On Using Entropy for Enhancing Handwriting Preprocessing

Holzinger, A., Stocker, C., Peischl, B. & Simonic, K-M., 2012, In : Entropy. 14, 11, p. 2324-2350

Research output: Contribution to journalArticle

Physiological Computing for Human-Computer Interaction

Holzinger, A., Silva, H., Fairclough, S., Jacobs, R. & Tan, D., 2015, In : ACM Transactions on Computer-Human Interaction. 21, 6, p. 29-32

Research output: Contribution to journalArticle

Open Access
File

Privacy Aware Machine Learning and the Right to be forgotten

Malle, B., Schrittwieser, S., Kieseberg, P. & Holzinger, A., 10 Oct 2016, In : ERCIM news. 107, 10, p. 22-23 2 p.

Research output: Contribution to journalArticle

File

Selection of entropy-measure parameters for knowledge discovery in heart rate variability data

Mayer, C., Bachler, M., Hörtenhuber, M., Stocker, C., Holzinger, A. & Wassertheurer, S., 2014, In : BMC Bioinformatics . 15, S2, p. 1-11

Research output: Contribution to journalArticle

Open Access
Open Access
File

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

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

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 journalArticle

Open Access

Trust for the Doctor-in-the-Loop

Kieseberg, P., Weippl, E. & Holzinger, A., 2016, In : ERCIM news. 104, 1, p. 32-33

Research output: Contribution to journalArticle

Open Access
File

Use case driven evaluation of open databases for pediatric cancer research

Jeanquartier, F., Jeanquartier, C. & Holzinger, A., 15 Jan 2019, In : BioData Mining. 12, 1, p. 2 20 p., 2.

Research output: Contribution to journalArticle

Open Access

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 journalArticle

Open Access