Matthias Templ

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 10

Top Topics

Density Function

Mixture Of Gaussians

Electronic Documents

Data Anonymization

Top Venues

Comput. Electron. Agric.

Publications

Johannes Gussenbauer, Matthias Templ, Siro Fritzmann, Alexander Kowarik
Simulation of Calibrated Complex Synthetic Population Data with XGBoost. Algorithms 17 (6) (2024)
Matthias Templ
Robust multipe imputation with GAM. Stat. Comput. 34 (4) (2024)
Jürgen Degenfellner, Matthias Templ
Modeling bee hive dynamics: Assessing colony health using hive weight and environmental parameters. Comput. Electron. Agric. 218 (2024)
Matthias Templ, Murat Sariyar
A systematic overview on methods to protect sensitive data provided for various analyses. Int. J. Inf. Sec. 21 (6) (2022)
Matthias Templ
Can the Compositional Nature of Compositional Data Be Ignored by Using Deep Learning Approaches? SIS (2021)
Matthias Templ
Artificial Neural Networks to Impute Rounded Zeros in Compositional Data. CoRR (2020)
Bernhard Meindl, Matthias Templ
Feedback-Based Integration of the Whole Process of Data Anonymization in a Graphical Interface. Algorithms 12 (9) (2019)
Christoph Heitz, Roman Etschmann, Raoul Stoeckle, Thomas Bachmann, Matthias Templ
User-Based Redistribution in Free-Floating Bike Sharing Systems. OR (2018)
Karel Hron, Alessandra Menafoglio, Matthias Templ, Klara Hruzová, Peter Filzmoser
Simplicial principal component analysis for density functions in Bayes spaces. Comput. Stat. Data Anal. 94 (2016)
Alexander Kowarik, Bernhard Meindl, Matthias Templ
sparkTable: Generating Graphical Tables for Websites and Documents with R. R J. 7 (1) (2015)
Bernhard Meindl, Matthias Templ
Analysis of Commercial and Free and Open Source Solvers for the Cell Suppression Problem. Trans. Data Priv. 6 (2) (2013)
Matthias Templ, Beat Hulliger, Alexander Kowarik, Karin Fürst
Combining geographical information and traditional plots: the checkerplot. Int. J. Geogr. Inf. Sci. 27 (4) (2013)
Peter Filzmoser, Karel Hron, Matthias Templ
Discriminant analysis for compositional data and robust parameter estimation. Comput. Stat. 27 (4) (2012)
Alexander Kowarik, Matthias Templ, Bernhard Meindl, Francois Fonteneau, Bernd Prantner
Testing of IHSN C++ Code and Inclusion of New Methods into sdcMicro. Privacy in Statistical Databases (2012)
Josep-Antoni Martín-Fernández, Karel Hron, Matthias Templ, Peter Filzmoser, Javier Palarea-Albaladejo
Model-based replacement of rounded zeros in compositional data: Classical and robust approaches. Comput. Stat. Data Anal. 56 (9) (2012)
Matthias Templ, Andreas Alfons, Peter Filzmoser
Exploring incomplete data using visualization techniques. Adv. Data Anal. Classif. 6 (1) (2012)
Andreas Alfons, Stefan Kraft, Matthias Templ, Peter Filzmoser
Simulation of close-to-reality population data for household surveys with application to EU-SILC. Stat. Methods Appl. 20 (3) (2011)
Valentin Todorov, Matthias Templ, Peter Filzmoser
Detection of multivariate outliers in business survey data with incomplete information. Adv. Data Anal. Classif. 5 (1) (2011)
Matthias Templ, Alexander Kowarik, Peter Filzmoser
Iterative stepwise regression imputation using standard and robust methods. Comput. Stat. Data Anal. 55 (10) (2011)
Karel Hron, Matthias Templ, Peter Filzmoser
Imputation of missing values for compositional data using classical and robust methods. Comput. Stat. Data Anal. 54 (12) (2010)
Andreas Alfons, Matthias Templ, Peter Filzmoser, Josef Holzer
A Comparison of Robust Methods for Pareto Tail Modeling in the Case of Laeken Indicators. SMPS (2010)
Matthias Templ, Andreas Alfons
Disclosure Risk of Synthetic Population Data with Application in the Case of EU-SILC. Privacy in Statistical Databases (2010)
Matthias Templ, Thomas Petelin
A Graphical User Interface for Microdata Protection Which Provides Reproducibility and Interactions: the sdcMicro GUI. Trans. Data Priv. 2 (3) (2009)
Matthias Templ
Statistical Disclosure Control for Microdata Using the R-Package sdcMicro. Trans. Data Priv. 1 (2) (2008)
Matthias Templ, Bernhard Meindl
Robustification of Microdata Masking Methods and the Comparison with Existing Methods. Privacy in Statistical Databases (2008)
Matthias Templ, Bernhard Meindl
Robust Statistics Meets SDC: New Disclosure Risk Measures for Continuous Microdata Masking. Privacy in Statistical Databases (2008)