Wissenschaftliche Artikel

Puchhammer, P., Kalubowila, C., Braus, L., Pospiech, S., Sarala, P., & Filzmoser, P. (2024). A performance study of local outlier detection methods for mineral exploration with geochemical compositional data. Journal of Geochemical Exploration, 258, Article 107392. https://doi.org/10.1016/j.gexplo.2024.107392 ( reposiTUm)
Puchhammer, P., & Filzmoser, P. (2023). Spatially Smoothed Robust Covariance Estimation for Local Outlier Detection. Journal of Computational and Graphical Statistics. https://doi.org/10.1080/10618600.2023.2277875 ( reposiTUm)

Präsentationen

Puchhammer, P., Filzmoser, P., & Wilms, I. (2024, April 4). Groupwise sparse PCA for spatial data [Conference Presentation]. Österreichische Statistiktage 2024 (2024, Wien), Wien, Austria. http://hdl.handle.net/20.500.12708/200066 ( reposiTUm)
Puchhammer, P., & Filzmoser, P. (2023, August 7). Spatial outlier detection using the spatially smoothed MRCD [Conference Presentation]. 22nd Annual Conference of the International Association for Mathematical Geosciences 2023 (IAMG2023), Trondheim, Norway. ( reposiTUm)
Puchhammer, P., & Filzmoser, P. (2023, June 12). Detecting Local Outliers Using the Spatially Smoothed MRCD Estimator [Conference Presentation]. Olomoucian Days of Applied Mathematics ODAM 2023, Olomouc, Czechia. ( reposiTUm)
Filzmoser, P. (2022, June 7). Outliers and compositional data [Presentation]. SEMACRET kick-off meeting, Finland. ( reposiTUm)

Preprints

Puchhammer, P., Wilms, I., & Filzmoser, P. (2024). Sparse outlier-robust PCA for multi-source data. arXiv. http://hdl.handle.net/20.500.12708/210155 ( reposiTUm)