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    Inffeldgasse 16c Graz

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Research Output 1983 2019

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2014

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 proceedingChapterResearch

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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 proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

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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 proceedingChapterResearch

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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 proceedingChapterResearchpeer-review

Open Access
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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 proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

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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 proceedingChapterResearch

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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 proceedingChapterResearch

Open Access
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Supporting Diverse Needs of Learning Groups: Towards Higly Flexible Learning Settings in Collaborative 3D Virtual Environments

Gütl, C., Chang, V. & Freudenthaler, S., 2014, Synthetic Worlds; Emerging Technologies in Edcation and Economics. 1 ed. Springer, Vol. 33. p. 355-378 (Integrated Series in Information Systems).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-touch Tablet Computers

Holzinger, A., Schwarz, M., Ofner, B., Jeanquartier, F., Calero Valdez, A., Röcker, C. & Ziefle, M., 2014, Availability, Reliability, and Security in Information Systems. Teufel, S., Min, T. A., You, I. & Weippl, E. (eds.). 1 ed. Heidelberg, New York, Dordrecht, London: Springer, p. 124-137

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

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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 proceedingChapterResearch

Open Access
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Combining HCI, Natural Language Processing, and Knowledge Discovery - Potential of IBM Content Analytics as an Assistive Technology in the Biomedical Field

Holzinger, A., Stocker, C., Ofner, B., Prohaska, G., Brabenetz, A. & Hoffmann-Wellenhof, R., 2013, HCI-KDD Knowledge Discovery from Big Data. 1 ed. Heidelberg, Berlin, New York: Springer, p. 13-24

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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Die Geschichte des WWW - Persönlicher Bericht aus europäischer Perspektive

Maurer, H., 2013, L3T - Lehrbuch für Lernen und Lehren mit Technologien. 2. überarbeitete Auflage ed. ., p. 39-50

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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 proceedingChapterResearch

Open Access
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Influence of Organizational Culture and Communication on the Successful Implementation of Information Technology in Hospitals

Xie, S., Helfert, M., Lugmayr, A., Heimgärtner, R. & Holzinger, A., 2013, Cross-Cultural Design: Cultural Differences in Everyday Life . 1 ed. Heidelberg, Berlin, New York: Springer, p. 165-174 (Lecture Notes in Computer Science ; vol. 8024).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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Informationssysteme - Technische Anforderungen für das Lernen und Lehren

Lorenz, A., Safran, C. & Ebner, M., 2013, Lehrbuch für Lernen und Lehren mit Technologien. 2. überarbeitete Auflage ed. Berlin: epubli, p. 75-88

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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 proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

Open Access
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On Graph Entropy Measures for Knowledge Discovery from Publication Network Data

Holzinger, A., Ofner, B., Stocker, C., Calero Valdez, A., Schaar, A-K., Ziefle, M. & Dehmer, M., 2013, Multidisciplinary Research and Practice for Information Systems. 1 ed. Heidelberg, Berlin, New York: Springer, p. 354-362

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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On Interactive Data Visualization of Physiological Low-Cost-Sensor Data with Focus on Mental Stress

Holzinger, A., Bruschi, M. & Wolfgang, E., 2013, Multidisciplinary Research and Practice for Information Systems Lecture Notes in Computer Science LNCS 8127. Cuzzocrea, A. (ed.). 1 ed. Heidelberg, Berlin, New York: Springer, Vol. 8127. p. 469-480

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Open Access
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Data visualization
Visualization
Data privacy
Sensors
Technical presentations

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 proceedingChapterResearch

Open Access
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On the Prediction of Clusters for Adverse Reactions and Allergies on Antibiotics for Children to Improve Biomedical Decision Making

Yildirim, P., Majnaric, L., Ekmekci, O. I. & Holzinger, A., 2013, Availability, Reliability, and Security in Information Systems and HCI, Lecture Notes in Computer Science LNCS 8127. 1 ed. Heidelberg, Berlin, New York: Springer, p. 431-445

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

Open Access
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Opinion Mining on the Web 2.0 – Characteristics of User Generated Content and Their Impacts

Petz, G., Karpowicz, M., Fürschuss, H., Auinger, A., Stritesky, V. & Holzinger, A., 2013, HCI-KDD Knowledge Discovery from Big Data, Lecture Notes LNCS 7947. Berlin, Heidelberg: Springer, p. 35-46

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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Prüfen mit Computer und Internet - Didaktik, Methodik und Organisation von E-Assessment

Gütl, C., 2013, L3T - Lehrbuch für Lernen und Lehren mit Technologien. 2. Auflage ed. Graz: ., p. x-x

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Quality-based knowledge discovery from medical text on the Web Example of computational methods in Web intelligence

Holzinger, A., Yildirim, P., Geier, M. & Simonic, K-M., 2013, Advanced Techniques in Web Intelligence - Quality-based Information Retrieval (Lecture Notes in Artificial Intelligence, LNAI). 1 ed. Heidelberg, Berlin, London, New York: Springer, p. 145-158 (Springer Lecture Notes in Artificial Intelligence - LNAI).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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Towards the Personalization of CAPTCHA Mechanisms Based on Individual Differences in Cognitive Processing

Belk, M., Germanakos, P., Fidas, C., Holzinger, A. & Samaras, G., 2013, Human Factors in Computing and Informatics, Lecture Notes in Computer Science, LNCS 7946. 1 ed. Heidelberg, Berlin, New York: Springer, p. 409-426

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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2012

A Systematic Success Factor Analysis in the Context of Enterprise 2.0: Results of an Exploratory Analysis comprising Digital Immigrants and Digital Natives

Nedbal, D., Auinger, A., Hochmeier, A. & Holzinger, A., 2012, EC-Web International Conference on Electronic Commerce and Web Technologies - EC-Web 2012. Huemer, C. & Lops, P. (eds.). 1 ed. Heidelberg, Berlin, New York: Springer, p. 163-175

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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B.90 Optimization of a Handwriting Recognition Algorithm for a Mobile Enterprise Health Information System on the Basis of Real-Life Usability Research

Holzinger, A., Schlögl, M., Peischl, B. & Debevc, M., 2012, Springer Communications in Computer and Information Science, Vol. 222. 1 ed. Heidelberg, Berlin, London, New York: Springer, p. 97-111

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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B.91 An Answer to “Who needs a stylus?” On Handwriting Recognition on Mobile Devices

Holzinger, A., Searle, G., Peischl, B. & Debevc, M., 2012, e-Business and Telecommunications CCIS 314. 1 ed. Heidelberg, Berlin, London, New York: Springer, p. 156-167

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation

Holzinger, A., Scherer, R., Seeber, M., Wagner, J. & Müller-Putz, G., 2012, International Conference on Information Technology in Bio- and Medical Informatics - ITBAM 2012: Lecture Notes in Computer Science 7451. Böhm, C., Khuri, S., Lhotska, L. & Renda, M. E. (eds.). Lecture Notes in Computer Science LNCS 7451 ed. Heidelberg, Berlin, New York: Springer, Vol. 7451. p. 166-168

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Open Access
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Brain mapping
Patient rehabilitation
Data mining
Brain
Electroencephalography

Computer für die Wissensvermittlung

Maurer, H., 2012, Informatik: Von Anfang an. 1 ed. Linz: Trauner Verlag, Vol. 40. p. 53-58 (Schriftenreihe Informatik).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

E-Books and E-Reader Devices for E-Learning in Higher Education: The Case of Graz University of Technology

Nagler, W., Wiesenhofer, K., Ebner, M. & Scerbakov, N., 2012, E-Books and E-Readers for E-Learning. 1 ed. Wellington, New Zealand: Victoria University of Wellington, p. 1-24

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

E-Books für die Universität

Nagler, W., Wiesenhofer, K., Scerbakov, N. & Ebner, M., 2012, Handbuch E-Learning - Expertenwissen aus Wissenschaft und Praxis - Strategie, Instrumente, Fallstudien. 1 ed. Köln: Deutscher Wirtschaftsdienst: Wolters Kluwer Deutschland GmbH , p. 1-4 (44. Erg.-Lfg Oktober 2012).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

How usage context shapes evaluation and adoption in different technologies

Holzinger, A., 2012, Advances in Usability Evaluation Part II. 1 ed. Boca Raton (Florida): CRC Press, p. 2812-2821

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

Open Access
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iScope – Viewing Biosignals on Mobile Devices

Breitwieser, C., Terbu, O., Holzinger, A., Brunner, C., Lindstaedt, S. & Müller-Putz, G., 2012, ICPCA SWS 2012, Springer Lecture Notes in Computer Science LNCS 7719. 1 ed. Heidelberg, Berlin, New York: Springer, p. 50-56

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

Open Access
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Marketing und PR für L3T, Auszeichnungen, Online- und Pressereaktionen und das Monitoring von L3T

Alimucaj, A., Böckle, M., Ebner, M., Kaltenbeck, P. & Schön, S., 2012, L3T – ein innovatives Lehrbuchprojekt im Detail. 1 ed. BoD, Vol. 2. p. 59-76 (Beiträge zu offenen Bildungsressourcen).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

MashUps For E-Learning 2.0 Simple Personal Learning Environments (PLE) For Frequent Computer Users

Auinger, A., Nedbal, D., Holzinger, A., Scerbakov, N. & Ebner, M., 2012, Advances in Industrial Engineering, Information and Water Resources. 1 ed. WIT Transactions on Engineering Sciences, p. 649-662

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Mobile Anwendungen für Medizin und Gesundheit

Novak, J., Ziegler, J., Hoppe, U., Holzinger, A., Heintze, C. & Böckle, M., 2012, Gesellschaft für Informatik Mensch & Computer 2012. 1 ed. ., p. 227-230

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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 proceedingChapterResearch

Open Access
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On Complexity Reduction of User Interfaces for Safety-Critical Systems

Holzinger, A., Popova, E., Peischl, B. & Ziefle, M., 2012, G. Quirchmayr et al. (Eds.): CD-ARES 2012, LNCS 7465, FIP International Federation for Information Processing 2012. 1 ed. Heidelberg, Berlin, New York: Springer, p. 108-122

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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Online and Offline Determination of QT and PR Interval and QRS Duration in Electrocardiography

Bachler, M., Mayer, C., Hametner, B., Wassertheurer, S. & Holzinger, A., 2012, ICPCA-SWS 2012, Springer Lecture Notes in Computer Science, LNCS 7719. 1 ed. Heidelberg, Berlin, New York: Springer, p. 1-15

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

Open Access
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Sign Language Multimedia Based Interaction for Aurally Handicapped People

Debevc, M., Kozuh, I., Kosec, P., Rotovnik, M. & Holzinger, A., 2012, ICCHP 2012 Springer Lecture Notes in Computer Science LNCS 7383. Miesenberger, K., Karshmer, A., Penaz, P. & Zagler, W. (eds.). 1 ed. Heidelberg, Berlin, New York: Springer, p. 213-220

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Open Access
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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 proceedingChapterResearch

Open Access
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