Institute for Interactive Systems and Data Science

Publications 2014

2014

Book

Andreas Holzinger Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges978-3-662-43967-8 Show publication in PURE

Andreas Holzinger Biomedical Informatics: Discovering Knowledge in Big Data978-3-319-04527-6 Show publication in PURE

Book Chapter

Andreas Holzinger On Graph Extraction from Image DataOn Graph Extraction from Image Data552-563 Show publication in PURE

Andreas Holzinger Biomedical Text Mining: State-of-the-Art, Open Problems and Future ChallengesBiomedical Text Mining: State-of-the-Art, Open Problems and Future Challenges271-300 Show publication in PURE

Andreas Holzinger Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical InformaticsExtravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical Informatics502-515 Show publication in PURE

Andreas Holzinger Enhancing Interdisciplinary Cooperation by Social Platforms: Assessing the Usefulness of Bibliometric Social Network Visualization in Large-Scale Research ClustersEnhancing Interdisciplinary Cooperation by Social Platforms: Assessing the Usefulness of Bibliometric Social Network Visualization in Large-Scale Research Clusters298-309 Show publication in PURE

Andreas Holzinger Big Complex Biomedical Data: Towards a Taxonomy of DataBig Complex Biomedical Data: Towards a Taxonomy of Data3-18 Show publication in PURE

Andreas Holzinger Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-touch Tablet ComputersTowards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-touch Tablet Computers124-137 Show publication in PURE

Andreas Holzinger Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future ChallengesMulti-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future Challenges241-254 Show publication in PURE

Andreas Holzinger Biobanks – A Source of large Biological Data Sets: Open Problems and Future ChallengesBiobanks – A Source of large Biological Data Sets: Open Problems and Future Challenges317-330 Show publication in PURE

Andreas Holzinger On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery ProcessOn the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process57-80 Show publication in PURE

Andreas Holzinger On Terrain Coverage Optimization by Using a Network Approach for universal Graph-based Data Mining and Knowledge DiscoveryOn Terrain Coverage Optimization by Using a Network Approach for universal Graph-based Data Mining and Knowledge Discovery564-573 Show publication in PURE

Andreas Holzinger Visual Data Mining: Effective Exploration of the Biological UniverseVisual Data Mining: Effective Exploration of the Biological Universe19-33 Show publication in PURE

Christian Gütl Supporting Diverse Needs of Learning Groups: Towards Higly Flexible Learning Settings in Collaborative 3D Virtual EnvironmentsSupporting Diverse Needs of Learning Groups: Towards Higly Flexible Learning Settings in Collaborative 3D Virtual Environments355-378 Show publication in PURE

Andreas Holzinger Knowledge Discovery and Data Mining in Biomedical Informatics: The future is in Integrative, Interactive Machine Learning SolutionsKnowledge Discovery and Data Mining in Biomedical Informatics: The future is in Integrative, Interactive Machine Learning Solutions1-18 Show publication in PURE

Andreas Holzinger On Computationally-Enhanced Visual Analysis of Heterogeneous Data and Its Application in Biomedical InformaticsOn Computationally-Enhanced Visual Analysis of Heterogeneous Data and Its Application in Biomedical Informatics117-140 Show publication in PURE

Andreas Holzinger Protecting Anonymity in Data-Driven Biomedical ScienceProtecting Anonymity in Data-Driven Biomedical Science301-316 Show publication in PURE

Andreas Holzinger On the Usage of Health Records for the Teaching of Decision-Making to Students of MedicineOn the Usage of Health Records for the Teaching of Decision-Making to Students of Medicine185-201 Show publication in PURE

Andreas Holzinger Personalized Medicine by Means of Complex Networks – a Big Data ChallengePersonalized Medicine by Means of Complex Networks – a Big Data Challenge37-44 Show publication in PURE

Andreas Holzinger Knowledge Discovery & Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting SystemKnowledge Discovery & Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting System101-116 Show publication in PURE

Andreas Holzinger Lecture 5 Semi-structured, weakly structured and unstructured dataLecture 5 Semi-structured, weakly structured and unstructured data219-268 Show publication in PURE

Andreas Holzinger On Topological Data MiningOn Topological Data Mining331-356 Show publication in PURE

Andreas Holzinger Entropy-Based Data Mining on the Example of Cardiac Arrhythmia SuppressionEntropy-Based Data Mining on the Example of Cardiac Arrhythmia Suppression574-585 Show publication in PURE

Andreas Holzinger On Entropy-Based Data MiningOn Entropy-Based Data Mining209-226 Show publication in PURE

Andreas Holzinger Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data MiningDarwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining35-56 Show publication in PURE

Andreas Holzinger Mobile Computing is not Always Advantageous: Lessons Learned from a Real-World Case Study in a HospitalMobile Computing is not Always Advantageous: Lessons Learned from a Real-World Case Study in a Hospital110-123 Show publication in PURE

Andreas Holzinger On Patient’s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine LearningOn Patient’s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning118-132 Show publication in PURE

Andreas Holzinger From Computer Innovation to Human Integration: Current Trends and Challenges for Pervasive HealthTechnologiesFrom Computer Innovation to Human Integration: Current Trends and Challenges for Pervasive HealthTechnologies1-17 Show publication in PURE

Journal Article

Johanna Pirker Web Books: The Fusion of Paper and Pixels Show publication in PURE

Andreas Holzinger Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions Show publication in PURE

Johanna Pirker and Christian Gütl Interactive Science Fiction Prototyping in Virtual Worlds: Fundamentals and Applications Show publication in PURE

Andreas Holzinger Towards a Low-Cost Mobile Subcutaneous Vein Detection Solution Using Near-Infrared Spectroscopy Show publication in PURE

Andreas Holzinger Selection of entropy-measure parameters for knowledge discovery in heart rate variability data Show publication in PURE

Hermann Maurer Austria-Forum and Beyond Show publication in PURE

Johanna Pirker and Christian Gütl Application Scenarios of Interactive Science Fiction Prototyping in Virtual Worlds for Education Show publication in PURE

Andreas Holzinger Casebook: a virtual patient iPad application for teaching decision-making through the use of electronic health records Show publication in PURE

Discovering beaten paths in collaborative ontology-engineering projects using markov chains Show publication in PURE

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 Show publication in PURE

Andreas Holzinger Computational approaches for mining user’s opinions on the Web 2.0 Show publication in PURE

Andreas Holzinger Analysis of biomedical data with multilevel glyphs Show publication in PURE

Hermann Maurer Are large Regional or Special Top Servers Necessary Show publication in PURE

Andreas Holzinger Trends in Interactive Knowledge Discovery for Personalized Medicine: Cognitive Science meets Machine Learning Show publication in PURE

Andreas Holzinger Knowledge discovery of drug data on the example of adverse reaction prediction Show publication in PURE

Martin Ebner and Nikolai Scerbakov How Open Content Servers Can Be Made Beneficial for Learning and Education Show publication in PURE

Andreas Holzinger Functional and genetic analysis of the colon cancer network Show publication in PURE

Conference/Workshop Article

Christian Gütl Telescope, a MOOCs initiative in Latin America: Infrastructure, Best Practice, Completion and Dropout Analysis Telescope, a MOOCs initiative in Latin America: Infrastructure, Best Practice, Completion and Dropout Analysis 710-716 Show publication in PURE

Keith Andrews and Johanna Pirker Future Directions for Visualisation Future Directions for Visualisation 1-4 Show publication in PURE

Christian Gütl Attrition in MOOC: Lessons Learned fpr, Drop.Out Students Attrition in MOOC: Lessons Learned fpr, Drop.Out Students 37-48 Show publication in PURE

Frank Kappe, Johanna Pirker and Christian Gütl Collaborative Programming Exercises in Virtual Worlds Collaborative Programming Exercises in Virtual Worlds 719-719 Show publication in PURE

Johanna Pirker and Christian Gütl Motivational active learning: engaging university students in computer science education Motivational active learning: engaging university students in computer science education 297-302 Show publication in PURE

Christian Gütl Evaluation study and results of intelligent pedagogical agent-led learning scenarions in a virtual world. Evaluation study and results of intelligent pedagogical agent-led learning scenarions in a virtual world. 914-918 Show publication in PURE

Martin Ebner and Nikolai Scerbakov The TU Graz E-book Strategy: From Content Management to Online Mutliple Device Usage The TU Graz E-book Strategy: From Content Management to Online Mutliple Device Usage 154-161 Show publication in PURE

Andreas Holzinger Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques 449-453 Show publication in PURE

Christian Gütl RIVALE: A Prototype Realistic Immersive Virtual Agent-based Learning Environment Case Study for Learning Requirements Elicitation Skills RIVALE: A Prototype Realistic Immersive Virtual Agent-based Learning Environment Case Study for Learning Requirements Elicitation Skills Show publication in PURE

Christian Gütl Must we be concerned with the Massive Drop-outs in MOOC? An Attrition Analysis of Open Courses Must we be concerned with the Massive Drop-outs in MOOC? An Attrition Analysis of Open Courses x-x Show publication in PURE

Keith Andrews FluidDiagrams:Web-Based Information Visualisation using JavaScript and WebGL FluidDiagrams:Web-Based Information Visualisation using JavaScript and WebGL 43-47 Show publication in PURE

Johanna Pirker and Christian Gütl Motivational active learning for computer science education Motivational active learning for computer science education 711-711 Show publication in PURE

Johanna Pirker and Christian Gütl 3D Progressive Education Environment for S-BPM 3D Progressive Education Environment for S-BPM 188-197 Show publication in PURE

Andreas Holzinger Integrating User-centred Design in an Early Stage of Mobile Medical Application Prototyping - A Case Study on Data Acquistion in Health Organisations Integrating User-centred Design in an Early Stage of Mobile Medical Application Prototyping - A Case Study on Data Acquistion in Health Organisations 185-195 Show publication in PURE

Sequential Action Patterns in Collaborative Ontology-Engineering Projects: A Case-Study in the Biomedical Domain Sequential Action Patterns in Collaborative Ontology-Engineering Projects: A Case-Study in the Biomedical Domain 1349-1358 Show publication in PURE

Christian Gütl MOOC in Latin America: Implementation and Lessons Learned MOOC in Latin America: Implementation and Lessons Learned 147-158 Show publication in PURE

Characterizing and Predicting Activity in Semantic MediaWiki Communities Characterizing and Predicting Activity in Semantic MediaWiki Communities 0-0 Show publication in PURE

Pedestrian and bicyclists head impact conditions against small electric vehicles Pedestrian and bicyclists head impact conditions against small electric vehicles 685-696 Show publication in PURE

Christian Gütl Cloud Learning Activities Orchestration for MOOC Environments Cloud Learning Activities Orchestration for MOOC Environments 25-36 Show publication in PURE

Johanna Pirker and Christian Gütl Location-based Mobile Application Creator: Creating Educational Mobile Scavanger Hunts Location-based Mobile Application Creator: Creating Educational Mobile Scavanger Hunts x-x Show publication in PURE

Andreas Holzinger Enhancing Patient Safety through Human-Computer Information Retrieval on the Example of German-Speaking Surgical Reports Enhancing Patient Safety through Human-Computer Information Retrieval on the Example of German-Speaking Surgical Reports 216-220 Show publication in PURE

Christian Gütl Using JSON-LD and Hydra for Cloud-Based Tool Interoperability: A Prototype Based on a Vocabulary and Communication Process Handler for Mind Map Tools Using JSON-LD and Hydra for Cloud-Based Tool Interoperability: A Prototype Based on a Vocabulary and Communication Process Handler for Mind Map Tools 428-433 Show publication in PURE

Lukas Eberhard Who will Trade with Whom? Predicting Buyer-Seller Interactions in Online Trading Platforms through Social Networks Who will Trade with Whom? Predicting Buyer-Seller Interactions in Online Trading Platforms through Social Networks Show publication in PURE

Christian Gütl Interoperability for Cloud--based Applications for Education Settings Based on JSON-LD and Hydra: Ontology and a Generic Vocabulary for Mind Map Tools Interoperability for Cloud--based Applications for Education Settings Based on JSON-LD and Hydra: Ontology and a Generic Vocabulary for Mind Map Tools x-x Show publication in PURE