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| | Preview | Author(s) | Title | Type | Issue Date |
| 1 | | Puchhammer, Patricia ; Wilms, Ines ; Filzmoser, Peter | Sparse outlier-robust PCA for multi-source data | Article Artikel    | Feb-2026 |
| 2 |  | Radojičić, Una ; Lietzén, Niko ; Nordhausen, Klaus ; Virta, Joni | Order Determination for Tensor-Valued Observations Using Data Augmentation | Article Artikel | 2-Jan-2026 |
| 3 | | Radojičić, Una ; Nordhausen, Klaus ; Virta, Joni | Unsupervised linear discrimination using skewness | Article Artikel | Jan-2026 |
| 4 | | Radojicic, Una | Multivariate functional Mahalanobis distance with application to clustering | Presentation Vortrag | 15-Dec-2025 |
| 5 | | Radojičić, Una ; Nordhausen, Klaus ; Virta, Joni | Kurtosis-based projection pursuit for matrix-valued data | Article Artikel | 6-Dec-2025 |
| 6 | | Mayrhofer, Marcus | Robust Explainable Multivariate and Matrix-variate Data Analysis | Presentation Vortrag | 26-Nov-2025 |
| 7 | | Mayrhofer, Marcus | Robust Explainable Multivariate and Matrix-variate Data Analysis | Presentation Vortrag | 18-Nov-2025 |
| 8 | | Radojicic, Una | Explainable Outlier Detection of Multivariate Functional Data | Presentation Vortrag | 18-Nov-2025 |
| 9 | | Puchhammer, Patricia | Robust multi-group Gaussian Mixture Modelling in the presence of cellwise outliers | Presentation Vortrag | 16-Nov-2025 |
| 10 | | Nordhausen, Klaus ; Radojičić, Una | Discussion to the paper ‘Robust Distance Covariance’ | Article Artikel | 6-Oct-2025 |
| 11 | | Filzmoser, Peter | Statistical aspects in the analysis of high-dimensional (mass) spectral data | Presentation Vortrag | 26-Sep-2025 |
| 12 | | Mayrhofer, Marcus | Robustness and explainable outlier detection for multivariate, matrix-variate, and functional settings | Presentation Vortrag | 2-Sep-2025 |
| 13 |  | Monti, Gianna Serafina ; Pujolassos, Meritxell ; Calle Rosingana, Malu ; Filzmoser, Peter | Robust multivariate regression controlling false discoveries for microbiome data | Article Artikel | Sep-2025 |
| 14 |  | Fačevicová, Kamila ; Filzmoser, Peter ; Hron, Karel | Correspondence analysis from the viewpoint of compositional tables | Article Artikel | Aug-2025 |
| 15 |  | Radojičić, Una ; Virta, J | Dimension estimation in a spiked covariance model using high-dimensional data augmentation | Article Artikel | 21-Jul-2025 |
| 16 | | Filzmoser, Peter | Robust marginal functional PCA for longtudinal functional data | Presentation Vortrag | 9-Jul-2025 |
| 17 | | Radojicic, Una | Robust analysis of density data | Presentation Vortrag | 8-Jul-2025 |
| 18 | | Mayrhofer, Marcus | Shapley Values for Outlier Detection | Presentation Vortrag | 1-Jul-2025 |
| 19 |  | Pfeiffer, Pia ; Alfons, Andreas ; Filzmoser, Peter | Efficient computation of sparse and robust maximum association estimators | Article Artikel | Jul-2025 |
| 20 |  | Bicher, Martin ; Rippinger, Claire ; Urach, Christoph ; Brunmeir, Dominik ; Zechmeister, Melanie ; Popper, Niki | Ideas towards Model Families for Multi-Criteria Decision Support: A COVID-19 Case Study | Article Artikel | Jul-2025 |
| 21 | | Vana, Laura ; Visconti, Ennio ; Nenzi, Laura ; Cadonna, Annalisa ; Kastner, Gregor | Bayesian Machine Learning Meets Formal Methods: An Application to Spatio-Temporal Data | Article Artikel | 18-Jun-2025 |
| 22 | | Puchhammer, Patricia ; Wilms, Ines ; Filzmoser, Peter | Cellwise-robust grouped GMM for smoothed covariance estimation | Presentation Vortrag | 23-May-2025 |
| 23 | | Mayrhofer, Marcus ; Radojičić, Una ; Filzmoser, Peter | Robustness and Explainability in Multivariate Functional Data Analysis | Presentation Vortrag | 20-May-2025 |
| 24 | | Filzmoser, Peter | Robust marginal functional PCA for repeated functional measurements | Presentation Vortrag | 19-May-2025 |
| 25 | | Radojičić, Una ; Lietzen, Niko ; Nordhausen, Klaus ; Virta, J | Robust Order Determination for Tensors Using Data Augmentation | Presentation Vortrag | 19-May-2025 |
| 26 | | Radojičić, Una | Rank determination in second-order-signal model via data augmentation | Presentation Vortrag | 6-May-2025 |
| 27 | | Parzer, Roman ; Filzmoser, Peter ; Vana Gür, Laura | Sparse data-driven random projection in regression for high-dimensional data | Article Artikel | May-2025 |
| 28 | | Puchhammer, Patricia ; Filzmoser, Peter | Leveraging spatial anomaly detection for mineral exploration | Presentation Vortrag | 30-Apr-2025 |
| 29 | | Filzmoser, Peter | Cellwise robustness for sparse PCA | Presentation Vortrag | 25-Apr-2025 |
| 30 | | Radojičić, Una | Regularized Mahalanobis Distance for Densities | Presentation Vortrag | 2-Apr-2025 |
| 31 | | Viehauser, Maximilian ; Bicher, Martin ; Rössler, Matthias ; Popper, Niki | Disaggregating Train Delays into Primary and Secondary Components using Gated Graph Convolutional Networks | Inproceedings Konferenzbeitrag | 27-Mar-2025 |
| 32 |  | Päprer, Paul ; Neufeld, Janis S. ; Buscher, Udo ; Scheffler, Martin ; Wastian, Matthias ; Rosenberger, Jakob ; Joshi, Kanchan ; Kocatürk, Fatih ; Ehmke, Jan Fabian ; Kunovjanek, Maximilian ; Schwab, Nadine ; Popper, Niki | Challenges and the Need to Integrate Rolling Stock and Crew Scheduling for Efficient Railway Operations | Inproceedings Konferenzbeitrag | 27-Mar-2025 |
| 33 | | Filzmoser, Peter | Outlier identification and explanation for matrix-valued observations | Presentation Vortrag | 14-Feb-2025 |
| 34 | | Hafner, Irene ; Bicher, Martin ; Popper, Niki | Zero Stability in Hierarchical Co-Simulation | Inproceedings Konferenzbeitrag | 5-Feb-2025 |
| 35 | | Schwab, Nadine ; Rößler, Matthias ; Kastinger, Hannah ; Schneckenreither, Günter ; Wastian, Matthias ; Popper, Niki | Validation and Quantification of Possible Model Extensions for a Railway Operations Model Using Delay Data Disaggregation | Inproceedings Konferenzbeitrag | 5-Feb-2025 |
| 36 | | Huymajer, Marco ; Filzmoser, Peter ; Mazak, Alexandra ; Winkler, Leopold ; Kraxner, Hans | Opportunities and pitfalls of regression algorithms for predicting the residual value of heavy equipment — A comparative analysis | Article Artikel | 1-Feb-2025 |
| 37 | | Nakhost Lotfi, Nasim ; Studenic, P. ; Schwab, Nadine ; Zauner, Günther ; Fechner, Katharina ; Stamm, Tanja ; Jakobsen, T.H. ; Jørgensen, T.S. ; Popper, Nikolas ; Lars Kristensen ; Radner, H. | AB1610 NON-PHARMACOLOGICAL AND SELF-MANAGEMENT INTERVENTIONS FOR MAIN OUTCOMES IN RHEUMATOID ARTHRITIS PATIENTS: A SYSTEMATIC REVIEW | Article Artikel | 2-Jan-2025 |
| 38 | | Brandl, Michael ; Martinez Sevilla, Maria del Carmen ; Hauzenberger, Christoph A. ; Filzmoser, Peter ; Milić, Bogdana ; Horejs, Barbara | Unveiling Neolithic Economic Behavior: A Novel Approach to Chert Procurement at Çukuriçi Höyük, Western Anatolia | Article Artikel | 2025 |
| 39 | | Lewitschnig, Horst J. ; Mayrhofer, Marcus ; Filzmoser, Peter | A New View to Mission Profiles | Inproceedings Konferenzbeitrag | 2025 |
| 40 | | Mayrhofer, Marcus ; Radojičić, Una ; Filzmoser, Peter | Robust And Interpretable Matrix-Variate Data Analysis | Inproceedings Konferenzbeitrag | 2025 |
| 41 |  | Mayrhofer, Marcus ; Radojičić, Una ; Filzmoser, Peter | Robust covariance estimation and explainable outlier detection for matrix-valued data | Article Artikel | 2025 |
| 42 |  | Kalubowila, Charmee ; Sarala, Pertti ; Pospiech, Solveig ; Filzmoser, Peter | Exploring high-resolution targeting till geochemical data in central Lapland, Finland | Article Artikel | 2025 |
| 43 | | Pfeiffer, Pia ; Vana Gür, Laura ; Filzmoser, Peter | Cellwise robust and sparse principal component analysis | Article Artikel | 2025 |
| 44 |  | Obukhov, Evgeny | Robust covariance estimation for tensor-valued observations | Thesis Hochschulschrift | 2025 |
| 45 | | Parzer, Roman ; Filzmoser, Peter ; Vana-Gür, Laura | Data-driven random projection and screening for high-dimensional generalized linear models | Article Artikel | 2025 |
| 46 | | Oguamalam, Jeremy ; Filzmoser, Peter ; Hron, Karel ; Menafoglio, Alessandra ; Radojicic, Una | Robust functional PCA for density data | Preprint Preprint | 26-Dec-2024 |
| 47 | | Radojicic, Una ; Mayrhofer, Marcus ; Filzmoser, Peter | Expainable outlier detection for multivariate random processes with separable covariance structure | Presentation Vortrag | 17-Dec-2024 |
| 48 | | Parzer, Roman ; Vana Gür, Laura ; Filzmoser, Peter | spar: Sparse Projected Averaged Regression in R | Preprint Preprint | 26-Nov-2024 |
| 49 | | Brune, Barbara ; Ortner, Irene ; Filzmoser, Peter | A rank-based estimation method for mixed effects models in the presence of outlying data | Article Artikel | 18-Nov-2024 |
| 50 | | Neubauer, Lukas ; Filzmoser, Peter | Enhancing Forecasts Using Real-Time Data Flow and Hierarchical Forecast Reconciliation, with Applications to the Energy Sector | Preprint Preprint | 3-Nov-2024 |
| 51 |  | Varmuza, Kurt ; Filzmoser, Peter | Adjusted Pareto Scaling for Multivariate Calibration Models | Article Artikel | Nov-2024 |
| 52 | | Filzmoser, Peter | Accounting for spatial dependencies in robust anomaly detection | Presentation Vortrag | 29-Oct-2024 |
| 53 | | Vorstandlechner, Michael ; Harlfinger, Julia ; Kien, Christina ; Ritschl, Valentin ; Chapman, Anna ; Schneckenreither, Günter ; Zauner, Günther ; Gartlehner, Gerald ; Popper, Nikolas ; Stamm, Tanja | Impact of COVID-19 measures on psychosocial outcomes in Austria – a qualitative vignette study | Article Artikel | 28-Oct-2024 |
| 54 | | Filzmoser, Peter | Principal Component Analysis: Extensions towards robustness and sparsity | Presentation Vortrag | 25-Oct-2024 |
| 55 | | Radojičić, Una ; Mayrhofer, Marcus ; Filzmoser, Peter | Explainable Outlier Detection for Multivariate Functional Data | Presentation Vortrag | 25-Oct-2024 |
| 56 | | Filzmoser, Peter | Robust regression and classification for high-dimensional compositions | Presentation Vortrag | 17-Oct-2024 |
| 57 | | Nesrstová, Viktorie ; Wilms, Ines ; Hron, Karel ; Filzmoser, Peter | Identifying Important Pairwise Logratios in Compositional Data with Sparse Principal Component Analysis | Article Artikel | 10-Oct-2024 |
| 58 | | Filzmoser, Peter | Outlier detection and explanation for matrix-variate data | Presentation Vortrag | 7-Oct-2024 |
| 59 | | Radojicic, Una ; Mayrhofer, Marcus ; Filzmoser, Peter | Explainable outlier detection for multivariate functional data based on a functional Mahalanobis distance | Presentation Vortrag | 3-Oct-2024 |
| 60 | | Parzer, Roman ; Filzmoser, Peter ; Vana Gür, Laura | Data-Driven Random Projection and Screening for High-Dimensional Generalized Linear Models | Preprint Preprint | 1-Oct-2024 |
| 61 | | Neubauer, Lukas ; Filzmoser, Peter | Improving forecasts for heterogeneous time series by “averaging”, with application to food demand forecasts | Article Artikel | Oct-2024 |
| 62 | | Päprer, Paul ; Neufeld, Janis S. ; Buscher, Udo ; Kunovjanek, Maximilian ; Wastian, Matthias ; Rosenberger, Jakob ; Joshi, Kanchan ; Scherr, Ninja ; Ehmke, Jan ; Schwab, Nadine ; Popper, Nikolas | Zielkonflikte in der Umlaufplanung für Triebfahrzeuge | Special Contribution Spezialbeitrag | Oct-2024 |
| 63 | | Filzmoser, Peter | Cell-wise robust and sparse principal component analysis | Presentation Vortrag | 24-Sep-2024 |
| 64 | | Filzmoser, Peter | Explainable outlier identification for vector- and matrix-valued observations | Presentation Vortrag | 10-Sep-2024 |
| 65 | | May, Daniel ; Bonelli, Johannes ; Feuchtner, Monika ; Filzmoser, Peter ; Prat, Enrique H. ; Kummer, Susanne | Symptom-Score des Sterbeprozesses zur Prognosebeurteilung des Sterbeprozesses bei Bewohnern in Pflegeheimen | Article Artikel | 9-Sep-2024 |
| 66 | | Oguamalam, Jeremy ; Radojičić, Una ; Filzmoser, Peter | Functional Outlier Detection | Presentation Vortrag | 5-Sep-2024 |
| 67 | | Anna-Christina Glock ; Sobieczky, Florian ; Fürnkranz, Johannes ; Filzmoser, Peter ; Jech, Martin | Predictive change point detection for heterogeneous data | Article Artikel | Sep-2024 |
| 68 | | Mayrhofer, Marcus ; Radojicic, Una ; Filzmoser, Peter | Robust covariance estimation for matrix-valued data | Presentation Vortrag | 13-Aug-2024 |
| 69 | | Mayrhofer, Marcus ; Radojičić, Una ; Filzmoser, Peter | Robust PCA and explainable outlier detection for multivariate functional data based on a functional Mahalanobis distance | Presentation Vortrag | 31-Jul-2024 |
| 70 | | Filzmoser, Peter | Cellwise robust and sparse PCA | Presentation Vortrag | 30-Jul-2024 |
| 71 | | Puchhammer, Patricia ; Wilms, Ines ; Filzmoser, Peter | Robust sparse PCA for spatial data | Presentation Vortrag | 29-Jul-2024 |
| 72 | | Puchhammer, Patricia ; Wilms, Ines ; Filzmoser, Peter | Sparse outlier-robust PCA for multi-source data | Preprint Preprint | 23-Jul-2024 |
| 73 | | Neubauer, Lukas ; Filzmoser, Peter | Rediscovering Bottom-Up: Effective Forecasting in Temporal Hierarchies | Preprint Preprint | 2-Jul-2024 |
| 74 | | Schwendinger, Florian ; Vana, Laura ; Hornik, Kurt | Readability prediction: How many features are necessary? | Article Artikel | Jun-2024 |
| 75 | | Oguamalam, Jeremy ; Radojičić, Una ; Filzmoser, Peter | Minimum Regularized Covariance Trace Estimator and Outlier Detection for Functional Data | Article Artikel | 7-May-2024 |
| 76 | | Oguamalam, Jeremy ; Radojicic, Una ; Filzmoser, Peter | Robust covariance estimation and functional anomaly detection based on the Minimum Regularized Covariance Trace estimator | Inproceedings Konferenzbeitrag | 4-Apr-2024 |
| 77 | | Mayrhofer, Marcus ; Radojicic, Una ; Filzmoser, Peter | Explainable anomaly detection using Shapley values | Presentation Vortrag | 4-Apr-2024 |
| 78 | | Puchhammer, Patricia ; Filzmoser, Peter ; Wilms, Ines | Groupwise sparse PCA for spatial data | Presentation Vortrag | 4-Apr-2024 |
| 79 | | Vana Gür, Laura | Wie künstliche Intelligenz Gender-Bias aufdeckt | Special Contribution Spezialbeitrag | 2-Apr-2024 |
| 80 | | Matys Grygar, Tomas ; Radojičić, Una ; Pavlu, Ivana ; Greven, Sonja ; Nešlehová, Johanna G. ; Tůmová, Štěpánka ; Hron, Karel | Exploratory functional data analysis of multivariate densities for the identification of agricultural soil contamination by risk elements | Article Artikel | Apr-2024 |
| 81 | | Puchhammer, Patricia ; Kalubowila, Charmee ; Braus, Lorena ; Pospiech, Solveig ; Sarala, Pertti ; Filzmoser, Peter | A performance study of local outlier detection methods for mineral exploration with geochemical compositional data | Article Artikel | Mar-2024 |
| 82 | | Muehlmann, Christoph ; Filzmoser, Peter ; Nordhausen, Klaus | Local Difference Matrices for Spatial Blind Source Separation | Inproceedings Konferenzbeitrag | 27-Feb-2024 |
| 83 | | Vana Gür, Laura | Multivariate ordinal regression for multiple repeated measurements | Preprint Preprint | 1-Feb-2024 |
| 84 | | Schwendinger, Benjamin ; Schwendinger, Florian ; Vana, Laura | Holistic Generalized Linear Models | Article Artikel | Feb-2024 |
| 85 | | Brunmeir, Dominik ; Bicher, Martin ; Popper, Nikolas ; Rößler, Matthias ; Urach, Christoph ; Rippinger, Claire ; Wastian, Matthias | Four Years of Not-Using a Simulator: The Agent-Based Template | Inproceedings Konferenzbeitrag | 31-Jan-2024 |
| 86 | | Mühlmann, Christoph ; Filzmoser, Peter ; Nordhausen, Klaus | Spatial Blind Source Separation in the Presence of a Drift | Article Artikel | 16-Jan-2024 |
| 87 |  | Vana Gür, Laura | Multivariate ordinal regression for multiple repeated measurements | Presentation Vortrag | 2024 |
| 88 | | Muehlmann, Christoph ; Bachoc, Francois ; Nordhausen, Klaus ; Yi, Mengxi | Test of the Latent Dimension of a Spatial Blind Source Separation Model | Article Artikel | 2024 |
| 89 | | Mayrhofer, Marcus ; Radojicic, Una ; Filzmoser, Peter | A minimum covariance determinant approach for matrix-variate data | Inproceedings Konferenzbeitrag | 2024 |
| 90 | | Parzer, Roman ; Filzmoser, Peter ; Vana Gür, Laura | Random projections for classification with high-dimensional data | Inproceedings Konferenzbeitrag | 2024 |
| 91 | | Zauner, Günther ; Weidinger, Wolfgang ; Brunmeir, Dominik ; Spiegel, Benedikt | 19 Modelling and Simulation - Create your own Models | Book Contribution Buchbeitrag | 2024 |
| 92 | | Parzer, Roman ; Vana Gür, Laura ; Filzmoser, Peter | Sparse data-driven random projection in regression for high-dimensional data | Inproceedings Konferenzbeitrag | 2024 |
| 93 | | Möttönen, Jyrki ; Nordhausen, Klaus ; Oja, Hannu ; Radojicic, Una | The Asymptotic Properties of the One-Sample Spatial Rank Methods | Book Contribution Buchbeitrag | 2024 |
| 94 | | Cappello, Claudia ; Piccolotto, Nikolaus ; Mühlmann, Christoph ; Bögl, Markus ; Filzmoser, Peter ; Miksch, Silvia ; Nordhausen, Klaus | Visual Interactive Parameter Selection for Temporal Blind Source Separation | Article Artikel | 2024 |
| 95 | | Bicher, Martin ; Brunmeir, Dominik ; Popper, Niki | Modeling of Agent Decisions Using Conditional Generative Adversarial Networks | Inproceedings Konferenzbeitrag | 2024 |
| 96 | | Schwab, Nadine ; Zauner, Günther ; Urach, Christoph ; Studenic, Paul ; Radner, Helga ; Nakhost-Lotfi, Nasim ; Stamm, Tanja ; Hammer-Jakobsen, Thomas ; Dam, Andreas ; Popper, Nikolas | Recommendation Modeling for Health Self-Management Applications for People with Rheumatoid Arthritis | Inproceedings Konferenzbeitrag | 2024 |
| 97 | | Pfeiffer, Pia ; Filzmoser, Peter | Low-Rank Approximation of Data Matrices Using Robust Sparse Principal Component Analysis | Inproceedings Konferenzbeitrag | 2024 |
| 98 | | Studenic, Paul ; Schwab, Nadine ; Stamm, Tanja ; Zauner, Günther ; Urach, C ; Zechmeister, Melanie ; Nakhost Lotfi, Nasim ; Popper, Niki ; Radner, Helga | Socio-economic modeling of pathways in rheumatoid arthritis patients of stable disease activity | Presentation Vortrag | 2024 |
| 99 | | Puchhammer, Patricia ; Filzmoser, Peter | Spatially Smoothed Robust Covariance Estimation for Local Outlier Detection | Article Artikel | 21-Dec-2023 |
| 100 |  | Nesrstová, V. ; Wilms, Ines ; Palarea‐Albaladejo, J. ; Filzmoser, Peter ; Martín‐Fernández, J. A. ; Friedecký, David ; Hron, K. | Principal balances of compositional data for regression and classification using partial least squares | Article Artikel | Dec-2023 |
