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• 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 journal › Article

  Open Access

  File

• Extending the Scaffold Hunter Visualization Toolkit with Interactive Heatmaps

  Sturm, W. J., Schaefer, T., Schreck, T., Holzinger, A. & Ullrich, T., 2015, EG UK Computer Graphics & Visual Computing. Eurographics - European Association for Computer Graphics, p. 78-84

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• 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 proceeding › Chapter

  Open Access

  File

  • Health
  • Medicine
  • Ubiquitous computing
  • Ecosystems
  • Sensor networks

• 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 and Iterative Annotation for Biomedical Entity Recognition

  Yimam, S. M., Biemann, C., Majnaric, L., Sabanovic, S. & Holzinger, A., 2015, Brain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI 9250. 1 ed. Heidelberg, Berlin: Springer, p. 347-357

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• 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

• 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 proceeding › Chapter

• 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

• 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

• 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 proceeding › Chapter

  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 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 proceeding › Chapter

  Open Access

  File

  • Therapeutics
  • Life Style
  • Insulin
  • Machine Learning
  • Self Care

• 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

• Visualizing Uncertainty of RNA Sequence Base Pairing Variants

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

  Research output: Contribution to conference › Poster

  Open Access

  File

• 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 proceeding › Chapter

  Open Access

  File
• 2014

  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

• Big Complex Biomedical Data: Towards a Taxonomy of Data

  Holzinger, A., Stocker, C. & Dehmer, M., 2014, Communications in Computer and Information Science Springer CCIS 455. 1 ed. Heidelberg, Berlin: Springer, p. 3-18

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• 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 proceeding › Chapter

  Open Access

  File

• 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 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 proceeding › Chapter

  Open Access

  File

• 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., 2014, In : Information processing & management. 50, 6, p. 899-908

  Research output: Contribution to journal › Article

  Open Access

  File

• 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 proceeding › Conference contribution

  Open Access

  File

• Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining

  Holzinger, K., Palade, V., Rabadan, R. & 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. 1 ed. Heidelberg, Berlin: Springer, Vol. 8401. p. 35-56

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

  • Evolutionary algorithms
  • Data mining
  • Ant colony optimization
  • Genetic programming
  • Immune system

• 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

• Enhancing Interdisciplinary Cooperation by Social Platforms: Assessing the Usefulness of Bibliometric Social Network Visualization in Large-Scale Research Clusters

  Calero Valdez, A., Schaar, A-K., Ziefle, M. & Holzinger, A., 2014, Human Interface and the Management of Information. Information and Knowledge Design and Evaluation, Lecture Notes in Computer Science LNCS 8521. Yamamoto, S. (ed.). 1 ed. Heidelberg, Berlin: Springer, p. 298-309

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

  • Visualization
  • Cybernetics
  • Planning

• 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 proceeding › Conference contribution

  Open Access

  File

• Entropy-Based Data Mining on the Example of Cardiac Arrhythmia Suppression

  Bachler, M., Hörtenhuber, M., Mayer, C., Holzinger, A. & Wassertheurer, S., 2014, Brain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 574-585

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical Informatics

  Holzinger, A., 2014, Brain Informatics and Health, BIH 2014, Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 502-515

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• From Computer Innovation to Human Integration: Current Trends and Challenges for Pervasive HealthTechnologies

  Holzinger, A., Röcker, C. & Ziefle, M., 2014, Pervasive Health, Human-Computer Interaction. 1 ed. London: Springer, p. 1-17

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• 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

• 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 proceeding › Conference contribution

  Open Access

  File

• 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 proceeding › Chapter

  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

• 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 proceeding › Chapter

  Open Access

  File

  • Data mining
  • Learning systems
  • Fusion reactions
  • Processing
  • Costs

• 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

• 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 proceeding › Chapter

  Open Access

  File

• Mobile Computing is not Always Advantageous: Lessons Learned from a Real-World Case Study in a Hospital

  Holzinger, A., Sommerauer, B., Spitzer, P., Juric, S., Zalik, B., Debevc, M., Lidynia, C., Calero Valdez, A., Röcker, C. & Ziefle, M., 2014, Availability, Reliability, and Security in Information Systems. 1 ed. Heidelberg, New York, Dordrecht, London: Springer, p. 110-123

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

  • Mobile computing
  • Mobile devices
  • Pediatrics
  • Health care
  • Information management

• 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 proceeding › Chapter

  Open Access

  File

• 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 proceeding › Chapter

  Open Access

  File

• On Entropy-Based Data Mining

  Holzinger, A., Hörtenhuber, M., Mayer, C., Bachler, M., Wassertheurer, S., Pinho, A. & Koslicki, D., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, LNCS 8401. 1 ed. Heidelberg, Berlin, New York: Springer, Vol. 8401. p. 209-226

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

  • Data mining
  • Entropy

• On Graph Extraction from Image Data

  Holzinger, A., Malle, B. & Giuliani, N., 2014, Brain Informatics and Health, BIH 2014, Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 552-563

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

  • Data mining
  • HTML
  • Web browsers
  • Image classification
  • Watersheds

• On Patient’s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning

  Babic, F., Majnaric, L., Lukacova, A., Paralic, J. & Holzinger, A., 2014, Information Technology in Bio- and Medical Informatics. 1 ed. Heidelberg, Berlin: Springer, p. 118-132

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• On Terrain Coverage Optimization by Using a Network Approach for universal Graph-based Data Mining and Knowledge Discovery

  Preuss, M., Dehmer, M., Pickl, S. & Holzinger, A., 2014, BIH 2014 Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 564-573

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process

  Holzinger, A., Malle, B., Bloice, M. D., Wiltgen, M., Ferri, M., Stanganelli, I. & Hoffmann-Wellenhof, R., 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, Vol. 8401. p. 57-80

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

  • Data mining
  • Topology
  • Computational geometry
  • Graph theory
  • Photography

• 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 proceeding › Chapter

  Open Access

  File

• On Topological Data Mining

  Holzinger, A., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics. Yu, L. (ed.). 1 ed. Heidelberg, Berlin: Springer, Vol. 8401. p. 331-356 (Lecture Notes in Computer Science LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• Personalized Medicine by Means of Complex Networks – a Big Data Challenge

  Dehmer, M., Holzinger, A. & Emmert-Streib, F., 2014, Big Data und Datenschutz – Gegenseitige Herausforderungen. 1 ed. Zürich, Basel, Genf: Schulthess Juristische Medien AG, p. 37-44

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

• 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 proceeding › Chapter

  Open Access

  File