Find Research Outputs

Search results

• (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 journal › Article

  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 journal › Article

  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 journal › Article

  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 journal › Article

• 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 journal › Article

  Open Access

  File

• 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 journal › Article

  Open Access

  File

• 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 journal › Article

  • Augmentation
  • Biomedical Imaging
  • Software
  • Imaging techniques
  • Learning

• Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records

  Bloice, M. D., Simonic, K-M. & Holzinger, A., 2014, In : BMC Medical Informatics and Decision Making. 14, 66, p. 1-9

  Research output: Contribution to journal › Article

  Open Access

  • Electronic Health Records
  • Decision Making
  • Teaching
  • Decision making
  • Health

• 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 journal › Article

  Open Access

  File

  • social media
  • Attitude, Opinion
  • market research
  • Computational methods
  • emotion

• 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 journal › Article

  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 journal › Article

  Open Access

  File

• Development and evaluation of the e-learning course for deaf and hard of hearing based on the advanced adaptive pedagocial index (AdaPI) method

  Stjepanovic, Z., Debevc, M. & Holzinger, A., 2014, In : Interactive learning environments. 22, 1, p. 35-50

  Research output: Contribution to journal › Article

  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 journal › Article

  Open Access

  • machine learning
  • Learning systems
  • Testing
  • trends
  • Point-of-Care Systems

• 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 journal › Article

  Open Access

  File

• Explainable AI (ex-AI)

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

  Research output: Contribution to journal › Article

  Open Access

  • Glass

• 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 journal › Article

  Open Access

  • Colonic Neoplasms
  • Cancer
  • Genes
  • Gene
  • Interaction

• 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 journal › Article

  Open Access

  • Clinical Decision Support Systems
  • Data Mining
  • Health
  • Life Expectancy
  • Hospitalization

• 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 journal › Article

  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 journal › Article

  • Computer Simulation
  • Research
  • Neoplasms
  • Computational Biology
  • Animal Testing Alternatives

• 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 journal › Article

  Open Access

  • Protein Databases
  • Protein-protein Interaction
  • Visualization
  • Proteins
  • Resources

• interactive data analysis

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

  Research output: Contribution to journal › Article

  Open Access

  File

• 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 journal › Article

  Open Access

  • Ant colony optimization
  • Learning systems
  • Traveling salesman problem
  • Artificial intelligence
  • Experiments

• KNODWAT: A scientific framework application for testing knowledge discovery methods for the biomedical domain

  Holzinger, A. & Zupan, M., 2013, In : BMC Bioinformatics . 14, p. 191-203

  Research output: Contribution to journal › Article

• Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions

  Holzinger, A., Dehmer, M. & Jurisica, I., 2014, In : BMC Bioinformatics . 15, 6, p. 1-9

  Research output: Contribution to journal › Article

  Open Access

  • Data Mining
  • Life sciences
  • Computational Biology
  • Noisy Data
  • Knowledge Discovery

• 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 journal › Article

  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 journal › Article

  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 journal › Article

• 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 journal › Article

• 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 journal › Article

  Open Access

  File

• Recommender systems in the healthcare domain: state-of-the-art and research issues

  Tran, T. N. T., Felfernig, A., Trattner, C. & Holzinger, A., 17 Dec 2020, In : Journal of Intelligent Information Systems. p. 1-31 32 p.

  Research output: Contribution to journal › Article

  Open Access

  • Recommender systems
  • Health
  • Internet

• 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 journal › Article

  Open Access

  • Heart Rate Variability
  • Entropy
  • Knowledge Discovery
  • Data mining
  • Heart Rate

• The effect of Previous Exposure to Technology on Acceptance and its importance in Usability and Accessibility Engineering

  Holzinger, A., Searle, G. & Wernbacher, M. P., 2011, In : Universal Access in the Information Society. 10, 3, p. 245-260

  Research output: Contribution to journal › Article

  Open Access

  File

• 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 journal › Article

  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 journal › Article

• Trends in Interactive Knowledge Discovery for Personalized Medicine: Cognitive Science meets Machine Learning

  Holzinger, A., 2014, In : The IEEE intelligent informatics bulletin. 15, 1, p. 6-14

  Research output: Contribution to journal › Article

  Open Access

  • Medicine
  • Data mining
  • Learning systems
  • Computational methods
  • Entropy

• Ubiquitous Computing at its best: Serious exercise games for older adults in ambient assisted living environments – a technology acceptance perspective

  Brauner, P., Holzinger, A. & Ziefle, M., 2015, In : EAI Endorsed Transactions on Serious Games . 4, p. 1-12

  Research output: Contribution to journal › Article

  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 journal › Article

  Open Access

  • Pediatrics
  • Use Case
  • Cancer
  • Databases
  • Evaluation

• Wave reflection quantification based on pressure waveforms alone - methods, comparsion, and clinical covariates

  Hametner, B., Wassertheurer, S., Kropf, J., Mayer, C., Holzinger, A., Eber, B. & Weber, T., 2013, In : Computer methods and programs in biomedicine. 109, 3, p. 250-259

  Research output: Contribution to journal › Article

  Open Access

  File

• Web Analytics of user path tracing and a novel algorithm for generating recommendations in Open Journal Systems

  Taraghi, B., Grossegger, M., Ebner, M. & Holzinger, A., 2013, In : Online Information Review. 37, 5, p. 672-691

  Research output: Contribution to journal › Article

  Open Access

  File
• Book

  Biomedical Informatics: Discovering Knowledge in Big Data

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

  Research output: Book/Report › Book

  Open Access

  File

• Biomedical Informatics. Computational Sciences meet Life Sciences. Lecture Notes to LV 444.152

  Holzinger, A., 2012, 1 ed. Norderstedt: BoD.

  Research output: Book/Report › Book

• 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/Report › Book

• Human Factors in Computing and Informatics, Lecture Notes in Computer Science, LNCS 7946

  Holzinger, A., Ziefle, M., Hitz, M. & Debevc, M., 2013, 1 ed. Heidelberg, Berlin, New York: Springer.

  Research output: Book/Report › Book

• 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/Report › Book

  Open Access

  File

• 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/Report › Book

  Open Access

  File

• Smart Health: Open Problems and Future Challenges

  Holzinger, A., Röcker, C. & Ziefle, M., 2015, 1 ed. Cham, Heidelberg, New York, Dordrecht, London: Springer International. (Lecture Notes in Computer Science ; vol. 8700)

  Research output: Book/Report › Book

  Open Access

  File

• Successful Management of Research & Development

  Holzinger, A., 2011, 1 ed. Norderstedt: BoD.

  Research output: Book/Report › Book

  Open Access

  File