Faculty of Computer Science and Biomedical Engineering (7000)

  • 8010

    Inffeldgasse 10 Graz

    Austria

Research Output 1970 2019

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2014

An outlook into future exposure scenarios

Leitgeb, N., 2014, Epidemiology of Electromagnetic fields (EMF). 1 ed. CRC press Int., p. 0-0

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

A Short History of Configuration Technologies

Hotz, L., Felfernig, A., Günter, A. & Tiihonen, J., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 9-19

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Basic Approaches in Recommendation Systems

Stettinger, M., Felfernig, A., Jeran, M., Ninaus, G., Reinfrank, F-C. & Reiterer, S., 2014, Recommendation Systems in Software Engineering. 1 ed. Berlin Heidelberg: Springer, p. 15-37

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Benefits of Configuration Systems

Felfernig, A., Bagley, C., Tiihonen, J., Wortley, L. & Hotz, L., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 29-33

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearch

Open Access
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Brain-Computer Interfaces for Assessment and Communication in Disorders of Consciousness

Guger, C., Sorger, B., Noirhomme, Q., Naci, L., Monti, M. M., Real, R., Pokorny, C., Veser, S., Lugo, Z., Quitadamo, L., Lesenfants, D., Risetti, M., Formisano, R., Toppi, J., Astolfi, L., Emmerling, T., Heine, L., Erlbeck, H., Horki, P., Kotchoubey, B. & 9 othersBianchi, L., Mattia, D., Goebel, R., Owen, A. M., Pellas, F., Müller-Putz, G., Laureys, S., Kübler, A. & Cincotti, F., 2014, Emerging Theory and Practice in Neuroprosthetics. 1 ed. ., p. 181-214

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Brain-Computer-Interfaces und Neuroprothesen als assistierende Technologien

Kreilinger, A., Rupp, R. & Müller-Putz, G., 2014, Weißbuch: Rahmenbedingungen und Strukturen der Technischen Orthopädie in Deutschland. 1 ed. Verlag Orthopädie Technik, p. 191-194

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Configuration Knowledge Representation and Reasoning

Hotz, L., Felfernig, A., Stumptner, M., Ryabokon, A., Bagley, C. & Wolter, K., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 41-72

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Configuration-Related Research Challenges

Felfernig, A., Hotz, L., Bagley, C. & Tiihonen, J., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 191-195

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Configuration-Related Topics

Felfernig, A., Hotz, L., Tiihonen, J. & Bagley, C., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 21-27

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Conflict Detection and Diagnosis in Configuration

Felfernig, A., Reiterer, S., Reinfrank, F-C., Ninaus, G. & Jeran, M., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 73-87

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Consumer Decision-Making and Configuration Systems

Mandl, M., Felfernig, A. & Teppan, E., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 181-190

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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 proceedingChapterResearchpeer-review

Open Access
File
Evolutionary algorithms
Data mining
Ant colony optimization
Genetic programming
Immune system

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 proceedingChapterResearchpeer-review

Open Access
File
Visualization
Cybernetics
Planning

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 proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearch

Open Access
File

Interaction Taxonomy for Tracking of User Actions in Visual Analytics Applications

Landesberger, T., Fiebig, S., Bremm, S., Kuijper, A. & Fellner, W-D., 2014, Handbook of Human Centric Visualization. 1 ed. Berlin, Heidelberg, New York: Springer, p. 653-670

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Knowledge-based Configuration: Motivation

Felfernig, A., Hotz, L., Bagley, C. & Tiihonen, J., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 3-7

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Knowledge-based Configuration: Overview of the Book

Felfernig, A., Hotz, L., Tiihonen, J. & Bagley, C., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. ., p. 35-37

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearchpeer-review

Open Access
File
Data mining
Learning systems
Human computer interaction
Fusion reactions
Processing

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 proceedingChapterResearchpeer-review

Open Access
File

Mahalanobis Distance Learning for Person Re-Identification

Roth, P., Hirzer, M., Köstinger, M., Beleznai, C. & Bischof, H., 2014, Person Re-Identification. 1 ed. London: Springer, p. 247-267 (Advances in Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Distance education
Cameras
Experiments

Measuring Usability to Improve the Efficiency of Electronic Signature-based E-Government Solutions

Zefferer, T., Krnjic, V., Stranacher, K. & Zwattendorfer, B., 2014, Measuring E-government efficiency. The opinions of Public Administrators and other Stakeholders. ., p. 45-74

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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 proceedingChapterResearchpeer-review

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 proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearch

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 proceedingChapterResearchpeer-review

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 proceedingChapterResearch

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 proceedingChapterResearch

Open Access
File

Personalized Configuration

Tiihonen, J., Felfernig, A. & Mandl, M., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 167-179

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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

Open Access
File

Procedural shape modeling in digital humanities: Potentials and issues.

Havemann, S., Wagener, O. & Fellner, W-D., 2014, In 3D Research Challenges in Cultural Heritage. 1 ed. Springer, Vol. 8355. p. 64-77 (Lecture Notes in Computer Science, LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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
File

Recurrent network models, reservoir computing

Legenstein, R., 2014, Encyclopedia of Computational Neuroscience. 1 ed. New York: Springer, p. 1-5

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Redundancy Detection in Configuration Knowledge

Felfernig, A., Reinfrank, F-C., Ninaus, G. & Blazek, P., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. ., p. 157-165

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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

The Potential of 3D Internet in the Cultural Heritage Domain

Santos, P., Peña Serna, S., Stork, A. & Fellner, W-D., 2014, 3D Research Challenges in Cultural Heritage. 1 ed. Berlin, Heidelberg, New York: Springer, p. 1-17

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

The Virtual Centimeter World Model

Leberl, F., 2014, Cartography from Pole to Pole. Buchroithner, M. (ed.). Berlin: Springer, p. 217-232 (Lecture Notes in Geoinformation and Cartography).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

File

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
File

User Interfaces for Configuration Environments

Leitner, G., Felfernig, A., Blazek, P., Reinfrank, F-C. & Ninaus, G., 2014, Knowledge-based Configuration: From Research to Business Cases. 1 ed. Elsevier B.V., p. 89-106

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Virtuelle Patienten zur Beherrschung elektro-magnetischer Risiken in der Medizin

Leitgeb, N., 2014, Der virtuelle Patient. 1 ed. De Gruyter Berlin, p. 132-142

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Visual Analysis and Knowledge Discovery for Text

Seifert, C., Sabol, V., Kienreich, W., Lex, E. & Granitzer, M., 2014, Large-Scale Data Analytics. Springer, p. 189-218

Research output: Chapter in Book/Report/Conference proceedingChapterResearch