Name Card

Full name Familienname, Vorname
Filzmoser, Peter
 
Main Affiliation Organisations­zuordnung
 

Own Publications Eigene Publikationen

Results 1-20 of 767 (Search time: 0.002 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Nesrstova-2023-Journal of Chemometrics-vor.pdf.jpgNesrstová, 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 squaresArticle Artikel Dec-2023
2Parzer-2023-Sparse Projected Averaged Regression for High-Dimensional Data-smur.pdf.jpgParzer, Roman ; Vana Gür, Laura ; Filzmoser, Peter Sparse Projected Averaged Regression for High-Dimensional DataPreprint Preprint 30-Nov-2023
3Neubauer, Lukas ; Filzmoser, Peter Improving Forecasts for Heterogeneous Time Series by "Averaging", with Application to Food Demand ForecastPreprint Preprint27-Nov-2023
4Filzmoser, Peter ; Mayrhofer, Marcus ; Radojicic, Una ; Lewitschnig, Horst Explainable outlier identification for matrix-valued observationsInproceedings Konferenzbeitrag8-Nov-2023
5Piccolotto, Nikolaus ; Bogl, Markus ; Muehlmann, Christoph ; Nordhausen, Klaus ; Filzmoser, Peter ; Schmidt, Johanna ; Miksch, Silvia Data Type Agnostic Visual Sensitivity AnalysisArticle Artikel 3-Nov-2023
6Rieser-2023-Journal of Multivariate Analysis-vor.pdf.jpgRieser, Christopher ; Filzmoser, Peter Extending compositional data analysis from a graph signal processing perspectiveArticle Artikel Nov-2023
7Piccolotto, Nikolaus ; Bögl, Markus ; Mühlmann, Christoph ; Nordhausen, Klaus ; Filzmoser, Peter ; Schmidt, Johanna ; Miksch, Silvia Data Type Agnostic Visual Sensitivity AnalysisPresentation Vortrag26-Oct-2023
8Pfeiffer-2023-Analytica Chimica Acta-vor.pdf.jpgPfeiffer, Pia ; Filzmoser, Peter Robust statistical methods for high-dimensional data, with applications in tribologyArticle Artikel 23-Oct-2023
9Mayrhofer, Marcus ; Lewitschnig, Horst ; Filzmoser, Peter New Mission Profile Model Using Functional Data AnalysisPresentation Vortrag19-Oct-2023
10Rieser-2023-Journal of Geochemical Exploration-vor.pdf.jpgRieser, Christopher ; Fačevicová, Kamila ; Filzmoser, Peter Cell-wise robust covariance estimation for compositions, with application to geochemical dataArticle Artikel Oct-2023
11Filzmoser, Peter ; Mayrhofer, Marcus Outlier explanation based on Shapley values for vector- and matrix-valued observationsInproceedings Konferenzbeitrag12-Sep-2023
12Mayrhofer, Marcus ; Filzmoser, Peter Explainable outlier detection based on Shapley valuesInproceedings Konferenzbeitrag23-Aug-2023
13Heiler, Georg ; Hanbury, Allan ; Filzmoser, Peter The Impact of COVID-19 on Relative Changes in Aggregated Mobility Using Mobile-phone DataArticle Artikel 19-Jul-2023
14Drastichova-2023-Problemy Ekorozwoju-vor.pdf.jpgDrastichová, Magdaléna ; Filzmoser, Peter ; Gajanin, Rastko Relationships between wellbeing and sustainable development in a group of selected developed countriesArticle Artikel 7-Jul-2023
15Neubauer, Lukas ; Filzmoser, Peter A New Look at Model Averaging of Differently Sized Time SeriesInproceedings Konferenzbeitrag7-Jul-2023
16Mayrhofer, Marcus ; Rieser, Christopher ; Filzmoser, Peter L0 Regularized Cellwise Outlier Detection and Covariance EstimationInproceedings Konferenzbeitrag6-Jul-2023
17Parzer, Roman ; Vana Gür, Laura ; Filzmoser, Peter Combining New Dimension Reduction Tools for High-Dimensional RegressionInproceedings Konferenzbeitrag5-Jul-2023
18Kurnaz, Fatma Sevinç ; Filzmoser, Peter Robust and sparse multinomial regression in high dimensionsArticle Artikel Jul-2023
19Filzmoser, Peter ; Monti, Gianna S. A robust knockoff filter for sparse regression with microbiome compositionsPresentation Vortrag12-Jun-2023
20Mayrhofer, Marcus ; Filzmoser, Peter Explainable Multivariate Outlier Detection based on Shapley ValuesInproceedings Konferenzbeitrag12-Jun-2023

Contributing Publications Mitbeteiligte Publikationen

Results 1-20 of 106 (Search time: 0.002 seconds).

PreviewAuthors / EditorsTitleTypeIssue Date
1Maruszczak Dominik - 2023 - Evaluation of energy-based modelling for medical...pdf.jpgMaruszczak, Dominik Evaluation of energy-based modelling for medical pathology classificationThesis Hochschulschrift 2023
2Schwebler Miriam - 2023 - Raum-zeitliche Hotspot Analyse fuer Bewegungsdaten.pdf.jpgSchwebler, Miriam Raum-zeitliche Hotspot Analyse für BewegungsdatenThesis Hochschulschrift 2023
3Kogler David - 2023 - Approach to validation of Biolayer Interferometry for...pdf.jpgKogler, David Approach to validation of Biolayer Interferometry for characterization of recombinant adeno-associated viral vectors regarding degree of filling and titer based on ICH Q2 (R1)Thesis Hochschulschrift 2023
4Fritz Magdalena - 2023 - Decision tree classification with missing values.pdf.jpgFritz, Magdalena Decision tree classification with missing valuesThesis Hochschulschrift 2023
5Lux Laurin - 2023 - Graph neural network based classification of biological...pdf.jpgLux, Laurin Graph neural network based classification of biological network structured systemsThesis Hochschulschrift 2023
6Schwaiger Alexander - 2023 - Statistical models for multivariate compositional...pdf.jpgSchwaiger, Alexander Statistical models for multivariate (compositional) count time seriesThesis Hochschulschrift 2023
7Braus Lorena - 2023 - Local Outlier Detection for Compositional Data.pdf.jpgBraus, Lorena Local outlier detection for compositional dataThesis Hochschulschrift 2023
8Gadermaier Thassilo - 2023 - A time-series classification approach to error...pdf.jpgGadermaier, Thassilo A time-series classification approach to error prediction in hybrid fiber-coaxial networksThesis Hochschulschrift 2023
9Oberleitner Thomas - 2023 - Advancements in Integrated Modelling of...pdf.jpgOberleitner, Thomas Advancements in Integrated Modelling of Biopharmaceutical Processes: Incorporating Random Effects, Holistic Design of Experiments and Design Space ExplorationThesis Hochschulschrift 2023
10Taylor Christopher - 2023 - Statistical Approaches Supporting QbD Milestones via...pdf.jpgTaylor, Christopher Statistical approaches supporting QbD milestones via bioprocess digital twinsThesis Hochschulschrift 2023
11Böhm, Florian Simulating the impact of a bonus-malus system in casco car insurance with Markov chainsThesis Hochschulschrift2022
12Rieser Christopher - 2022 - Spatial dependence trends functional outliers and...pdf.jpgRieser, Christopher Spatial dependence, trends, functional outliers and sparsity in compositional data analysisThesis Hochschulschrift 2022
13Priselac Sanja - 2022 - Outlier detection for mixed-attribute data.pdf.jpgPriselac, Sanja Outlier detection for mixed-attribute dataThesis Hochschulschrift 2022
14Hoeld Georg Manuel - 2022 - Goodness of fit tests with estimated parameters.pdf.jpgHöld, Georg Goodness of fit tests with estimated parametersThesis Hochschulschrift 2022
15Oguamalam Jeremy - 2022 - Dimension reduction for compositional data with...pdf.jpgOguamalam, Jeremy Dimension reduction for compositional data with weights based on graph theoryThesis Hochschulschrift 2022
16Petrov Alexander - 2022 - Machine learning in credit default risk.pdf.jpgPetrov, Alexander Machine learning in credit default riskThesis Hochschulschrift 2022
17Filzmoser, Peter ; Hron, Karel ; Martin-Fernandez, Josep Antoni ; Palarea-Albaladejo, Javier Advances in Compositional Data AnalysisBuch Book 2021
18Endel Florian - 2021 - Methods and applications for the secondary use of claims...pdf.jpgEndel, Florian Methods and applications for the secondary use of claims data from the Austrian health insurance systemThesis Hochschulschrift 2021
19Mayrhofer Marcus - 2021 - Explainable artificial intelligence methods for...pdf.jpgMayrhofer, Marcus Explainable artificial intelligence methods for modeling categorical responsesThesis Hochschulschrift 2021
20Priselac Sanja - 2021 - Outlier-robust logistic regression for imbalanced data.pdf.jpgPriselac, Sanja Outlier-robust logistic regression for imbalanced dataThesis Hochschulschrift 2021