Wissenschaftliche Artikel

Ortner, T., Filzmoser, P., Rohm, M., Brodinova, S., & Breiteneder, C. (2021). Local projections for high-dimensional outlier detection. Metron, 79(2), 189–206. https://doi.org/10.1007/s40300-020-00183-5 ( reposiTUm)
Brodinová, Š., Filzmoser, P., Ortner, T., Breiteneder, C., & Rohm, M. (2019). Robust and sparse k-means clustering for high-dimensional data. Advances in Data Analysis and Classification, 905–932. https://doi.org/10.1007/s11634-019-00356-9 ( reposiTUm)
Brodinova, S., Zaharieva, M., Filzmoser, P., Ortner, T., & Breiteneder, C. (2018). Clustering of imbalanced high-dimensional media data. Advances in Data Analysis and Classification, 261–284. https://doi.org/10.1007/s11634-017-0292-z ( reposiTUm)
Ortner, T., Filzmoser, P., Rohm, M., Breiteneder, C., & Brodinova, S. (2018). Guided projections for analyzing the structure of high-dimensional data. Journal of Computational and Graphical Statistics, 27(4), 750–762. https://doi.org/10.1080/10618600.2018.1459304 ( reposiTUm)
Zaharieva, M., Breiteneder, C., & Hudec, M. (2017). Unsupervised group feature selection for media classification. INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL. https://doi.org/10.1007/s13735-017-0126-y ( reposiTUm)
Slijepcevic, D., Zeppelzauer, M., Gorgas, A.-M., Schwab, C., Schüller, M., Baca, A., Breiteneder, C., & Horsak, B. (2017). Automatic Classification of Functional Gait Disorders. IEEE Journal of Biomedical and Health Informatics, 22(5), 1653–1661. https://doi.org/10.1109/jbhi.2017.2785682 ( reposiTUm)
Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Schulter, S., Breiteneder, C., & Bischof, H. (2016). Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization. Journal on Computing and Cultural Heritage, 9. http://hdl.handle.net/20.500.12708/149989 ( reposiTUm)
Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2012). Archive Film Material - A novel Challenge for Automated Film Analysis. The Frames Cinema Journal, 1(1). http://hdl.handle.net/20.500.12708/164963 ( reposiTUm)
Zaharieva, M., Mitrovic, D., Zeppelzauer, M., & Breiteneder, C. (2011). Film Analysis of Archive Documentaries. IEEE MultiMedia, 18(2), 38–47. https://doi.org/10.1109/mmul.2010.67 ( reposiTUm)
Seidl, M., Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2011). Gradual transition detection in historic film material-a systematic study. Journal on Computing and Cultural Heritage, 4(3). http://hdl.handle.net/20.500.12708/162933 ( reposiTUm)
Zeppelzauer, M., Zaharieva, M., Mitrović, D., & Breiteneder, C. (2011). Retrieval of motion composition in film. Digital Creativity, 22(4), 219–234. https://doi.org/10.1080/14626268.2011.622282 ( reposiTUm)
Zaharieva, M., Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2010). Archive Film Comparison. International Journal of Multimedia Data Engineering and Management, 1(3), 41–56. http://hdl.handle.net/20.500.12708/167249 ( reposiTUm)

Beiträge in Tagungsbänden

Brodinova, S., Filzmoser, P., Ortner, T., Zaharieva, M., & Breiteneder, C. (2017). Robust and sparse clustering for high-dimensional data. In CLADAG 2017 Book of Short Papers. Conference of the CLAssification and Data Analysis Group (CLADAG) of the Italian Statistical Society (SIS), Mailand, Italy. http://hdl.handle.net/20.500.12708/57014 ( reposiTUm)
Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Breiteneder, C., & Bischof, H. (2016). Interactive Segmentation of Rock-Art in High-Resolution 3D Reconstructions. In Proceedings of the International Digital Heritage Conference (p. 8). http://hdl.handle.net/20.500.12708/56403 ( reposiTUm)
Brodinova, S., Ortner, T., Filzmoser, P., Zaharieva, M., & Breiteneder, C. (2016). Evaluation of robust PCA for supervised audio outlier detection. In Proceeding of 22nd International Conference on Computational Statistics (COMPSTAT) (p. 12). http://hdl.handle.net/20.500.12708/56525 ( reposiTUm)
Sageder, G., Zaharieva, M., & Breiteneder, C. (2016). Group Feature Selection for Audio-Based Video Genre Classification. In MultiMedia Modeling (pp. 29–41). https://doi.org/10.1007/978-3-319-27671-7_3 ( reposiTUm)
Brodinova, S., Ortner, T., Filzmoser, P., Zaharieva, M., & Breiteneder, C. (2015). Simulation of Robust PCA for Supervised Audio Outlier Detection. In Eighth International Workshop on Simulation: Book of Abstracts. International Workshop on Simulation, Vienna, Austria. http://hdl.handle.net/20.500.12708/56521 ( reposiTUm)
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2014). Graph-based Similarity of Petroglyphs. In VISART “Where Computer Vision Meets Art” (p. 9). Springer. http://hdl.handle.net/20.500.12708/55192 ( reposiTUm)
Zeppelzauer, M., Stöger, A. S., & Breiteneder, C. (2013). Acoustic detection of elephant presence in noisy environments. In Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data - MAED ’13. ACM, Austria. ACM. https://doi.org/10.1145/2509896.2509900 ( reposiTUm)
Zaharieva, M., Zeppelzauer, M., & Breiteneder, C. (2013). Automated social event detection in large photo collections. In Proceedings of the 3rd ACM conference on International conference on multimedia retrieval - ICMR ’13. ACM, Austria. ACM. https://doi.org/10.1145/2461466.2461495 ( reposiTUm)
Zaharieva, M., & Breiteneder, C. (2012). Recurring Element Detection in Movies. In Advances in Multimedia Modeling 18th International Conference, MMM 2012, Klagenfurt, Austria, January 4-6, 2012, Proceedings (pp. 222–232). Springer. https://doi.org/10.1007/978-3-642-27355-1_22 ( reposiTUm)
Seidl, M., & Breiteneder, C. (2012). Automated Petroglyph Image Segmentation with Interactive Classifier Fusion. In Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing - ICVGIP ’12. Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), Chennai, India, Non-EU. https://doi.org/10.1145/2425333.2425399 ( reposiTUm)
Sorschag, R. (2012). How to Select and Customize Object Recognition Approaches for an Application? In K. Schoeffmann, B. Marialdo, A. G. Hauptmann, C.-W. Ngo, Y. Andreopoulos, & C. Breiteneder (Eds.), Advances in Multimedia Modeling (pp. 452–462). Lecture Notes in Computer Science / Springer. https://doi.org/10.1007/978-3-642-27355-1_42 ( reposiTUm)
Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2011). Cross-Modal Analysis of Audio-Visual Film Montage. In International Conference on Computer Communication and Netwirks (ICCCN) (p. 6). IEEE eXpress Conference Publishing. http://hdl.handle.net/20.500.12708/53697 ( reposiTUm)
Mitrovic, D., Zeppelzauer, M., Zaharieva, M., & Breiteneder, C. (2011). Retrieval of Visual Composition in Film. In Proceedings 12th International Workshop on Image Analysis for Multimedia Interactive Services (p. 4). http://hdl.handle.net/20.500.12708/53631 ( reposiTUm)
Seidl, M., & Breiteneder, C. (2011). Detection and Classification of Petroglyphs in Gigapixel Images. In F. Niccolucci, M. Dellepiane, S. Pena Serna, H. Rushmeier, & L. Van Gool (Eds.), VAST 11 (pp. 45–48). Eurographics Association. https://doi.org/10.2312/PE/VAST/VAST11S/045-048 ( reposiTUm)
Zaharieva, M., Zeppelzauer, M., Breiteneder, C., & Mitrovic, D. (2010). Camera Take Reconstruction. In S. Boll, Q. Tian, L. Zhang, Z. Zhang, & Y.-P. P. Chen (Eds.), Advances in Multimedia Modeling (pp. 379–388). Springer. https://doi.org/10.1007/978-3-642-11301-7_39 ( reposiTUm)
Mitrovic, D., Hartlieb, S., Zeppelzauer, M., & Breiteneder, C. (2010). Scene Segmentation in Artistic Archive Documentaries. In HCI in Work and Learning, Life and Leisure (pp. 400–410). Springer-Verlag Berlin Heidelberg,. http://hdl.handle.net/20.500.12708/53277 ( reposiTUm)
Zeppelzauer, M., Zaharieva, M., Mitrovic, D., & Breiteneder, C. (2010). A Novel Trajectory Clustering Approach for Motion Segmentation. In Advances in Multimedia Modeling (pp. 433–443). Springer. http://hdl.handle.net/20.500.12708/53013 ( reposiTUm)
Seidl, M., Zeppelzauer, M., & Breiteneder, C. (2010). A Study Of Gradual Transition Detection in Historic Film Material. In ACM Multimedia 2010 Workshop - Electronic Heritage and Digital Art Preservation (eHeritage) (p. 13). http://hdl.handle.net/20.500.12708/53264 ( reposiTUm)
Zaharieva, M., Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2009). Finding the Missing Piece: Content-Based Video Comparison. In 2009 11th IEEE International Symposium on Multimedia. 11th IEEE International Symposium on Multimedia (ISM 2009), San Diego, USA, Non-EU. IEEE Computer Society. https://doi.org/10.1109/ism.2009.32 ( reposiTUm)
Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2008). Analysis of Historical Artistic Documentaries. In 2008 Ninth International Workshop on Image Analysis for Multimedia Interactive Services. Ninth International Workshop on Image Analysis for Multimedia Interactive Services, Klagenfurt, Austria. https://doi.org/10.1109/wiamis.2008.11 ( reposiTUm)
Mitrovic, D., Zeppelzauer, M., & Breiteneder, C. (2006). Discrimination and Retrieval of Animal Sounds. In Proceedings IEEE Multimedia Modeling Conference (pp. 339–343). http://hdl.handle.net/20.500.12708/51064 ( reposiTUm)

Beiträge in Büchern

Mitrovic, D., Zeppelzauer, M., & Breiteneder, C. (2010). Features for Content-Based Audio Retrieval. In Advances in Computers Volume 78 Improving the Web (pp. 71–150). Elsevier. http://hdl.handle.net/20.500.12708/26827 ( reposiTUm)
Jiménez-Murcia, S., Fernandez Aranda, F., Kalapanidas, E., Konstantas, D., Ganchev, T., Kocsis, O., Lam, T., Santamaría, J., Raguin, T., Breiteneder, C., Kaufmann, H., & Davarakis, C. (2009). Playmancer Project: A Serious Videogame as Additional Therapy Tool for Eating and Impulse Control Disorders. In B. Wiederhold & G. Riva (Eds.), Annual Review of Cybertherapy and Telemedicine 2009: Advanced Technologies in the Behavioral, Social and Neurosciences (pp. 163–166). IOS Press. http://hdl.handle.net/20.500.12708/26393 ( reposiTUm)
Ledermann, F., & Breiteneder, C. (2006). Towards a Taxonomy of Display Styles for Ubiquitious Multimedia. In Handbook of Research on Mobile Multimedia (pp. 383–398). IGI Global. https://doi.org/10.4018/978-1-59140-866-6.ch026 ( reposiTUm)

Bücher

Advances in Multimedia Modeling. (2012). In K. Schoeffmann, B. Merialdo, A. G. Hauptmann, C.-W. Ngo, Y. Andreopoulos, & C. Breiteneder (Eds.), Lecture Notes in Computer Science. Springer LNCS. https://doi.org/10.1007/978-3-642-27355-1 ( reposiTUm)

Präsentationen

Filzmoser, P., Brodinova, S., Ortner, T., Breiteneder, C., & Rohm, M. (2020). Robust and sparse k-means clustering in high dimension. Seminarvortrag an der JKU Linz, Linz, Austria. http://hdl.handle.net/20.500.12708/123091 ( reposiTUm)
Filzmoser, P., Brodinova, S., Ortner, T., Breiteneder, C., & Rohm, M. (2019). Robust k-means-based clustering for high-dimensional data. International Conference on Robust Statistics (ICORS 2019), Guayaquil, Ecuador. http://hdl.handle.net/20.500.12708/122853 ( reposiTUm)
Brodinova, S., Filzmoser, P., Ortner, T., Breiteneder, C., & Zaharieva, M. (2017). Finding groups in large and high-dimensional data using a k-means-based algorithm. MOVISS - Metabolomic Bio & Data 2017, Vorau, Austria. http://hdl.handle.net/20.500.12708/122033 ( reposiTUm)
Ortner, T., Filzmoser, P., Brodinova, S., Zaharieva, M., & Breiteneder, C. (2017). Local projection for outlier detection. Olomouc Days of Applied Mathematics (ODAM 2017), Olomouc, Czechia. http://hdl.handle.net/20.500.12708/122019 ( reposiTUm)
Brodinova, S., Filzmoser, P., Ortner, T., Zaharieva, M., & Breiteneder, C. (2017). Grouping and outlier detection using robust sparse clustering. Olomouc Days of Applied Mathematics (ODAM 2017), Olomouc, Czechia. http://hdl.handle.net/20.500.12708/122037 ( reposiTUm)
Ortner, T., Filzmoser, P., Zaharieva, M., Breiteneder, C., & Brodinova, S. (2016). Guided projections for analysising the structure of high dimensional data. International Conference of the ERCIM WG on Computational and Methodological Statistics, Sevilla, Spain. http://hdl.handle.net/20.500.12708/121546 ( reposiTUm)
Brodinova, S., Zaharieva, M., Filzmoser, P., Ortner, T., & Breiteneder, C. (2016). Group Detection in the Context of Imbalanced Data. International Conference COMPUTER DATA ANALYSIS & MODELING, Minsk, Belarus. http://hdl.handle.net/20.500.12708/86323 ( reposiTUm)
Ortner, T., Filzmoser, P., Brodinova, S., Zaharieva, M., & Breiteneder, C. (2016). Forward Projection for High-Dimensional Data. International Conference COMPUTER DATA ANALYSIS & MODELING, Minsk, Belarus. http://hdl.handle.net/20.500.12708/86324 ( reposiTUm)
Soto Lopez, A., Santamaría, J., Krug, I., Forcano Gamazo, L., Gunnard, K., Kalapanidas, E., Konstantas, D., Ganchev, T., Kocsis, O., Lam, T., Raguin, T., Breiteneder, C., Kaufmann, H., Davarakis, C., Fernandez Aranda, F., & Jiménez-Murcia, S. (2009). A Review of Serious Games as Psychological Support in Health. 13th International Conference on Information Visualisation, Barcelona, Spain, EU. http://hdl.handle.net/20.500.12708/84873 ( reposiTUm)
Breiteneder, C., & Eidenberger, H. (2005). CoCoMA: Content and Context Aware Multimedia Content Retrieval, Delivery and. ECDL 2005, Vienna, Austria, Austria. http://hdl.handle.net/20.500.12708/84439 ( reposiTUm)

Berichte

Brodinova, S., Ortner, T., Filzmoser, P., Zaharieva, M., & Breiteneder, C. (2015). Evaluation of Robust PCA for Supervised Audio Outlier Detection (CS-2015-2). http://hdl.handle.net/20.500.12708/38539 ( reposiTUm)