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ORCIDMatthias Templ
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2020 – today
- 2024
[j18]Johannes Gussenbauer
, Matthias Templ, Siro Fritzmann, Alexander Kowarik:
Simulation of Calibrated Complex Synthetic Population Data with XGBoost. Algorithms 17(6): 249 (2024)- [j17]Jürgen Degenfellner, Matthias Templ:
Modeling bee hive dynamics: Assessing colony health using hive weight and environmental parameters. Comput. Electron. Agric. 218: 108742 (2024) - [j16]Matthias Templ:
Robust multipe imputation with GAM. Stat. Comput. 34(4): 121 (2024) - [c9]Oscar Thees, Jirí Novák, Matthias Templ:
Evaluation of Synthetic Data Generators on Complex Tabular Data. PSD 2024: 194-209 - 2022
- [j15]Matthias Templ, Murat Sariyar:
A systematic overview on methods to protect sensitive data provided for various analyses. Int. J. Inf. Sec. 21(6): 1233-1246 (2022) - 2021
- [c8]Matthias Templ:
Can the Compositional Nature of Compositional Data Be Ignored by Using Deep Learning Approaches? SIS 2021: 151-166 - 2020
- [i1]Matthias Templ:
Artificial Neural Networks to Impute Rounded Zeros in Compositional Data. CoRR abs/2012.10300 (2020)
2010 – 2019
- 2019
- [j14]Bernhard Meindl, Matthias Templ:
Feedback-Based Integration of the Whole Process of Data Anonymization in a Graphical Interface. Algorithms 12(9): 191 (2019) - 2018
- [c7]Christoph Heitz, Roman Etschmann, Raoul Stoeckle, Thomas Bachmann, Matthias Templ:
User-Based Redistribution in Free-Floating Bike Sharing Systems. OR 2018: 555-562 - 2016
- [j13]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: 330-350 (2016) - 2015
- [j12]Alexander Kowarik, Bernhard Meindl, Matthias Templ:
sparkTable: Generating Graphical Tables for Websites and Documents with R. R J. 7(1): 24 (2015) - 2013
- [j11]Matthias Templ, Beat Hulliger, Alexander Kowarik, Karin Fürst:
Combining geographical information and traditional plots: the checkerplot. Int. J. Geogr. Inf. Sci. 27(4): 685-698 (2013) - [j10]Bernhard Meindl, Matthias Templ:
Analysis of Commercial and Free and Open Source Solvers for the Cell Suppression Problem. Trans. Data Priv. 6(2): 147-159 (2013) - 2012
- [j9]Matthias Templ, Andreas Alfons, Peter Filzmoser:
Exploring incomplete data using visualization techniques. Adv. Data Anal. Classif. 6(1): 29-47 (2012) - [j8]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): 2688-2704 (2012) - [j7]Peter Filzmoser, Karel Hron, Matthias Templ:
Discriminant analysis for compositional data and robust parameter estimation. Comput. Stat. 27(4): 585-604 (2012) - [c6]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: 63-77 - 2011
- [j6]Valentin Todorov, Matthias Templ, Peter Filzmoser:
Detection of multivariate outliers in business survey data with incomplete information. Adv. Data Anal. Classif. 5(1): 37-56 (2011) - [j5]Matthias Templ, Alexander Kowarik, Peter Filzmoser:
Iterative stepwise regression imputation using standard and robust methods. Comput. Stat. Data Anal. 55(10): 2793-2806 (2011) - [j4]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): 383-407 (2011) - 2010
- [j3]Karel Hron, Matthias Templ, Peter Filzmoser:
Imputation of missing values for compositional data using classical and robust methods. Comput. Stat. Data Anal. 54(12): 3095-3107 (2010) - [c5]Matthias Templ, Andreas Alfons:
Disclosure Risk of Synthetic Population Data with Application in the Case of EU-SILC. Privacy in Statistical Databases 2010: 174-186 - [c4]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: 17-24
2000 – 2009
- 2009
- [j2]Matthias Templ, Thomas Petelin:
A Graphical User Interface for Microdata Protection Which Provides Reproducibility and Interactions: the sdcMicro GUI. Trans. Data Priv. 2(3): 207-224 (2009) - 2008
- [j1]Matthias Templ:
Statistical Disclosure Control for Microdata Using the R-Package sdcMicro. Trans. Data Priv. 1(2): 67-85 (2008) - [c3]Matthias Templ, Bernhard Meindl:
Robustification of Microdata Masking Methods and the Comparison with Existing Methods. Privacy in Statistical Databases 2008: 113-126 - [c2]Matthias Templ, Bernhard Meindl:
Robust Statistics Meets SDC: New Disclosure Risk Measures for Continuous Microdata Masking. Privacy in Statistical Databases 2008: 177-189 - 2006
- [c1]Matthias Templ:
Software Development for SDC in. Privacy in Statistical Databases 2006: 347-359
Coauthor Index
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