Publications 2014

2014
Book
Andreas Holzinger and Igor Jurisica Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges978-3-662-43967-8 Publikation in PURE anzeigen
Andreas Holzinger Biomedical Informatics: Discovering Knowledge in Big Data978-3-319-04527-6 Publikation in PURE anzeigen
Buchkapitel
Andreas Holzinger and Berthold Huppertz Biobanks – A Source of large Biological Data Sets: Open Problems and Future ChallengesInteractive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401317-330 Publikation in PURE anzeigen
Andreas Holzinger, Bernd Malle, Marcus Daniel Bloice, Marco Wiltgen, Massimo Ferri, Ignazio Stanganelli and Rainer Hoffmann-Wellenhof On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery ProcessInteractive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 840157-80 Publikation in PURE anzeigen
Michael Preuss, Matthias Dehmer, Stefan Pickl and Andreas Holzinger On Terrain Coverage Optimization by Using a Network Approach for universal Graph-based Data Mining and Knowledge DiscoveryBIH 2014 Lecture Notes in Artificial Intelligence LNAI 8609564-573 Publikation in PURE anzeigen
Andreas Holzinger and Igor Jurisica Knowledge Discovery and Data Mining in Biomedical Informatics: The future is in Integrative, Interactive Machine Learning SolutionsInteractive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 84011-18 Publikation in PURE anzeigen
Marcus Daniel Bloice, Klaus-Martin Simonic and Andreas Holzinger On the Usage of Health Records for the Teaching of Decision-Making to Students of MedicineThe New Development of Technology Enhanced Learning Lecture Notes in Educational Technology Concept, Research and Best practice185-201 Publikation in PURE anzeigen
Pinar Yildirim, Marcus Daniel Bloice and Andreas Holzinger Knowledge Discovery & Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting SystemInteractive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401101-116 Publikation in PURE anzeigen
Andreas Holzinger, Matthias Hörtenhuber, Christopher Mayer, Martin Bachler, Siegfried Wassertheurer, Armando Pinho and David Koslicki On Entropy-Based Data MiningInteractive Knowledge Discovery and Data Mining in Biomedical Informatics, LNCS 8401209-226 Publikation in PURE anzeigen
Andreas Holzinger, Bettina Sommerauer, Peter Spitzer, Simon Juric, Borut Zalik, Matjaz Debevc, Chantal Lidynia, André Calero Valdez, Carsten Röcker and Martina Ziefle Mobile Computing is not Always Advantageous: Lessons Learned from a Real-World Case Study in a HospitalAvailability, Reliability, and Security in Information Systems110-123 Publikation in PURE anzeigen
Andreas Holzinger On Topological Data MiningInteractive Knowledge Discovery and Data Mining in Biomedical Informatics331-356 Publikation in PURE anzeigen
Martin Bachler, Matthias Hörtenhuber, Christopher Mayer, Andreas Holzinger and Siegfried Wassertheurer Entropy-Based Data Mining on the Example of Cardiac Arrhythmia SuppressionBrain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI 8609574-585 Publikation in PURE anzeigen
Andreas Holzinger, Carsten Röcker and Martina Ziefle From Computer Innovation to Human Integration: Current Trends and Challenges for Pervasive HealthTechnologiesPervasive Health, Human-Computer Interaction1-17 Publikation in PURE anzeigen
Andreas Holzinger, Bernd Malle and Nicola Giuliani On Graph Extraction from Image DataBrain Informatics and Health, BIH 2014, Lecture Notes in Artificial Intelligence LNAI 8609552-563 Publikation in PURE anzeigen
Andreas Holzinger, Michael Schwarz, Bernhard Ofner, Fleur Jeanquartier, André Calero Valdez, Carsten Röcker and Martina Ziefle Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-touch Tablet ComputersAvailability, Reliability, and Security in Information Systems124-137 Publikation in PURE anzeigen
André Calero Valdez, Anne-Kathrin Schaar, Martina Ziefle and Andreas Holzinger Enhancing Interdisciplinary Cooperation by Social Platforms: Assessing the Usefulness of Bibliometric Social Network Visualization in Large-Scale Research ClustersHuman Interface and the Management of Information. Information and Knowledge Design and Evaluation, Lecture Notes in Computer Science LNCS 8521298-309 Publikation in PURE anzeigen
David Otasek, Chiara Pastrello, Andreas Holzinger and Igor Jurisica Visual Data Mining: Effective Exploration of the Biological UniverseInteractive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 840119-33 Publikation in PURE anzeigen
Christian Gütl, Vanessa Chang and Stefan Freudenthaler Supporting Diverse Needs of Learning Groups: Towards Higly Flexible Learning Settings in Collaborative 3D Virtual EnvironmentsSynthetic Worlds; Emerging Technologies in Edcation and Economics355-378 Publikation in PURE anzeigen
Cagatay Turkay, Fleur Jeanquartier, Andreas Holzinger and Helwig Hauser On Computationally-Enhanced Visual Analysis of Heterogeneous Data and Its Application in Biomedical InformaticsInteractive Knowledge Discovery and Data Mining in Biomedical Informatics117-140 Publikation in PURE anzeigen
Peter Kieseberg, Heidelinde Hobel, Sebastian Schrittwieser, Edgar Weippl and Andreas Holzinger Protecting Anonymity in Data-Driven Biomedical ScienceInteractive Knowledge Discovery and Data Mining in Biomedical Informatics, Lecture Notes in Computer Science, LNCS 8401301-316 Publikation in PURE anzeigen
Matthias Dehmer, Andreas Holzinger and Frank Emmert-Streib Personalized Medicine by Means of Complex Networks – a Big Data ChallengeBig Data und Datenschutz – Gegenseitige Herausforderungen37-44 Publikation in PURE anzeigen
Andreas Holzinger Lecture 5 Semi-structured, weakly structured and unstructured dataBiomedical Informatics: Discovering Knowledge in Big Data219-268 Publikation in PURE anzeigen
Katharina Holzinger, Vasile Palade, Raul Rabadan and Andreas Holzinger Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data MiningInteractive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 840135-56 Publikation in PURE anzeigen
Frantisek Babic, Ljiljana Majnaric, Alexandra Lukacova, Jan Paralic and Andreas Holzinger On Patient’s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine LearningInformation Technology in Bio- and Medical Informatics118-132 Publikation in PURE anzeigen
Andreas Holzinger, Johannes Schantl, Miriam Schroettner, Christin Seifert and Karin Verspoor Biomedical Text Mining: State-of-the-Art, Open Problems and Future ChallengesInteractive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401271-300 Publikation in PURE anzeigen
Andreas Holzinger Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical InformaticsBrain Informatics and Health, BIH 2014, Lecture Notes in Artificial Intelligence LNAI 8609502-515 Publikation in PURE anzeigen
Andreas Holzinger, Christof Stocker and Matthias Dehmer Big Complex Biomedical Data: Towards a Taxonomy of DataCommunications in Computer and Information Science Springer CCIS 4553-18 Publikation in PURE anzeigen
Andreas Holzinger, Bernhard Ofner and Matthias Dehmer Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future ChallengesInteractive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401241-254 Publikation in PURE anzeigen
Beitrag in Fachzeitschrift
Johanna Pirker, Gerhard Wurzinger and Heimo Müller Web Books: The Fusion of Paper and Pixels Publikation in PURE anzeigen
Andreas Holzinger, Matthias Dehmer and Igor Jurisica Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions Publikation in PURE anzeigen
Johanna Pirker, Christian Gütl, Patrick Weghofer and Vanessa Feichtner Interactive Science Fiction Prototyping in Virtual Worlds: Fundamentals and Applications Publikation in PURE anzeigen
Simon Juric, Flis Vojko, Matjaz Debevc, Andreas Holzinger and Borut Zalik Towards a Low-Cost Mobile Subcutaneous Vein Detection Solution Using Near-Infrared Spectroscopy Publikation in PURE anzeigen
Christopher Mayer, Martin Bachler, Matthias Hörtenhuber, Christof Stocker, Andreas Holzinger and Sigi Wassertheurer Selection of entropy-measure parameters for knowledge discovery in heart rate variability data Publikation in PURE anzeigen
Hermann Maurer Austria-Forum and Beyond Publikation in PURE anzeigen
Johanna Pirker, Christian Gütl and Patrick Weghofer Application Scenarios of Interactive Science Fiction Prototyping in Virtual Worlds for Education Publikation in PURE anzeigen
Marcus Daniel Bloice, Klaus-Martin Simonic and Andreas Holzinger Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records Publikation in PURE anzeigen
Simon Walk, Philipp Singer, Markus Strohmaier, Tania Tudorache, Mark A. Musen and Natalya F. Noy Discovering beaten paths in collaborative ontology-engineering projects using markov chains Publikation in PURE anzeigen
Matjaz Debevc, Zoran Stjepanovic and Andreas Holzinger Development and evaluation of the e-learning course for deaf and hard of hearing based on the advanced adaptive pedagocial index (AdaPI) method Publikation in PURE anzeigen
Gerald Petz, Michael Karpowicz, Harald Fürschuss, Andreas Auinger, Vaclav Stritesky and Andreas Holzinger Computational approaches for mining user’s opinions on the Web 2.0 Publikation in PURE anzeigen
Heimo Müller, Robert Reihs, Kurt Zatloukal and Andreas Holzinger Analysis of biomedical data with multilevel glyphs Publikation in PURE anzeigen
Manuel Parfant, Martin Ebner and Dietlind Deutschmann Detection of Pilates Exercises Based on Movement Sensors Data in Modern Smartphones Publikation in PURE anzeigen
Andreas Holzinger Trends in Interactive Knowledge Discovery for Personalized Medicine: Cognitive Science meets Machine Learning Publikation in PURE anzeigen
Pinar Yildirim, Ljiljana Majnaric, Ilyas Ozgur Ekmekci Ekmekci and Andreas Holzinger Knowledge discovery of drug data on the example of adverse reaction prediction Publikation in PURE anzeigen
Jane E. Huggins, Christoph Guger, Brendan Allison, Charles W. Anderson, Aaron Batista, Anne Marie Brouwer, Clemens Brunner, Ricardo Chavarriaga, Melanie Fried-Oken, Aysegul Gunduz, Disha Gupta, Andrea Kübler, Robert Leeb, Fabien Lotte, Lee E. Miller, Gernot Müller-Putz, Tomasz Rutkowski, Michael Tangermann and David Edward Thompson Workshops of the Fifth International Brain-Computer Interface Meeting Publikation in PURE anzeigen
Martin Ebner, Nikolai Scerbakov and Sandra Schön How Open Content Servers Can Be Made Beneficial for Learning and Education Publikation in PURE anzeigen
Frank Emmert-Streib, Ricardo Simoes de Matos, Galina Glazko, Simon McDade, Benjamin Haibe-Kanis, Andreas Holzinger, Matthias Dehmer and Frederick Charles Campbell Functional and genetic analysis of the colon cancer network Publikation in PURE anzeigen
Tagungsbeitrag
Christian Gütl, Rocael Hernandez Rizzardini and Vanessa Chang Attrition in MOOC: Lessons Learned fpr, Drop.Out Students Learning Technology for Education in Cloud - MOOC and Big Data 37-48 Publikation in PURE anzeigen
Johanna Pirker, Christian Gütl and Frank Kappe Collaborative Programming Exercises in Virtual Worlds Proceedings of the 45th ACM Technical Symposium on Computer Science Education 719-719 Publikation in PURE anzeigen
Johanna Pirker, Maria Riffnaller-Schiefer and Christian Gütl Motivational active learning: engaging university students in computer science education Proceedings of the 2014 Conference on Innovation & Technology in Computer Science Education 297-302 Publikation in PURE anzeigen
Mohamed Soliman and Christian Gütl Evaluation study and results of intelligent pedagogical agent-led learning scenarions in a virtual world. International Convention on Information and Communication Technology, Electronics and Microelectronics 914-918 Publikation in PURE anzeigen
Martin Ebner, Walther Nagler, Karl Wiesenhofer and Nikolai Scerbakov The TU Graz E-book Strategy: From Content Management to Online Mutliple Device Usage Непрерывное образование в общеевропейском образовательном пространстве (workshop proceedings) 154-161 Publikation in PURE anzeigen
Andreas Holzinger, David Blanchard, Marcus Daniel Bloice, Katharina Holzinger, Vasile Palade and Raul Rabadan Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2014 IEEE/WIC/ACM International Joint Conferences on (Volume:2 ) 449-453 Publikation in PURE anzeigen
Pirmin Riedmann, Christian Gütl, Vanessa Chang, John Venable and Torsten Reiners RIVALE: A Prototype Realistic Immersive Virtual Agent-based Learning Environment Case Study for Learning Requirements Elicitation Skills Proceedings for the 2013 International Conference SIGED:IAIM Publikation in PURE anzeigen
Christian Gütl, Vanessa Chang and Rocael Hernandez Rizzardini Must we be concerned with the Massive Drop-outs in MOOC? An Attrition Analysis of Open Courses International Conference on Interactive Collaborative Learning x-x Publikation in PURE anzeigen
Keith Andrews and Benedict Wright FluidDiagrams:Web-Based Information Visualisation using JavaScript and WebGL Proc. Eurographics Conference on Visualization (EuroVis 2014) 43-47 Publikation in PURE anzeigen
Johanna Pirker and Christian Gütl Motivational active learning for computer science education Proceedings of the 45th ACM Technical Symposium on Computer Science Education 711-711 Publikation in PURE anzeigen
Georg Weichhart, Johanna Pirker, Christian Gütl and Christian Stary 3D Progressive Education Environment for S-BPM S-BPM ONE - Application Studies and Work in Progress 188-197 Publikation in PURE anzeigen
Simon Walk, Philipp Singer and Markus Strohmaier Sequential Action Patterns in Collaborative Ontology-Engineering Projects: A Case-Study in the Biomedical Domain CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management 1349-1358 Publikation in PURE anzeigen
Rocael Hernandez Rizzardini, Christian Gütl, Vanessa Chang and Miguel Morales MOOC in Latin America: Implementation and Lessons Learned International Workshop on Learning Technology for Education in Cloud 147-158 Publikation in PURE anzeigen
Simon Walk Characterizing and Predicting Activity in Semantic MediaWiki Communities Online Proceedings for Semantic Web Collaborative Spaces Workshop 0-0 Publikation in PURE anzeigen
Christian Gütl, Rocael Hernández Rizzardini, Vanessa Chang and Miguel Morales Attrition in MOOC Learning Technology for Education in Cloud 37-48 Publikation in PURE anzeigen
Nicolas Bourdet, Peter Luttenberger, Andreas Teibinger, Christian Mayer and Rémy Willinger Pedestrian and bicyclists head impact conditions against small electric vehicles Proceedings 685-696 Publikation in PURE anzeigen
Johanna Pirker, Christian Gütl and Victor Manuel Garcia-Barrios Location-based Mobile Application Creator: Creating Educational Mobile Scavanger Hunts International Conference on Interactive Mobile and Computer Aided Learning x-x Publikation in PURE anzeigen
Rocael Hernandez Rizzardini, Christian Gütl and Hector R. Amado-Salvatierra Cloud Learning Activities Orchestration for MOOC Environments Learning Technology for Education in Cloud - MOOC and Big Data 25-36 Publikation in PURE anzeigen
Christof Stocker, Leopold Marzi, Christian Matula, Johannes Schantl, Gottfried Prohaska, Alberto Brabenetz and Andreas Holzinger Enhancing Patient Safety through Human-Computer Information Retrieval on the Example of German-Speaking Surgical Reports 2014 25th International Workshop on Database and Expert Systems Applications 216-220 Publikation in PURE anzeigen
Rocael Hernandez Rizzardini, Christian Gütl and Hector R. Amado-Salvatierra Using JSON-LD and Hydra for Cloud-Based Tool Interoperability: A Prototype Based on a Vocabulary and Communication Process Handler for Mind Map Tools Open Learning and Teachning in Educational Communities 428-433 Publikation in PURE anzeigen
Christoph Trattner, Denis Parra, Lukas Eberhard and Xidao Wen Who will Trade with Whom? Predicting Buyer-Seller Interactions in Online Trading Platforms through Social Networks Proceedings of the 24nd international World Wide Web Conferences Steering Committee Publikation in PURE anzeigen
Rocael Hernandez Rizzardini, Christian Gütl and Hector R. Amado-Salvatierra Interoperability for Cloud--based Applications for Education Settings Based on JSON-LD and Hydra: Ontology and a Generic Vocabulary for Mind Map Tools Proceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business x-x Publikation in PURE anzeigen
Miguel Morales, Rocael Hernandez Rizzardini and Christian Gütl Telescope, a MOOCs initiative in Latin America: Infrastructure, Best Practice, Completion and Dropout Analysis Frontiers in Education Conference 710-716 Publikation in PURE anzeigen
Keith Andrews, Johanna Pirker and Vedran Sabol Future Directions for Visualisation Vis 2014 Workshop on Death of the Desktop - Envisioning Visualization without Desktop Computing 1-4 Publikation in PURE anzeigen
Sonstiger Beitrag
Andreas Holzinger, Christof Stocker, Bernhard Ofner, Gottfried Prohaska, Alberto Brabenetz and Rainer Hoffmann-Wellenhof The KNOeval Project - Advanced Knowledge Discovery and Data Mining Methodologies for Biomedicine Publikation in PURE anzeigen
Johanna Pirker Motivational Immersive Environments :: Virtual Worlds Publikation in PURE anzeigen
Ralph Wozelka, Vedran Sabol and Elisabeth Lex Graph Visualization using Hierarchical Aggregation and Edge Bundling Publikation in PURE anzeigen
Keith Andrews and Benedict Wright FluidDiagrams: Web-Based Information Visualisation using JavaScript and WebGL Publikation in PURE anzeigen
Keith Andrews and Johanna Pirker Usability Testing and Eye Tracking Publikation in PURE anzeigen
Peter Zurk, Heinz Wittenbrink and Keith Andrews Putting Open Data to Use Publikation in PURE anzeigen