About
Professional SummaryDr. Juergen Pilz is currently working as Professor and Head of Department at Alpen-Adria-Universitat Klagenfurt, Austria. He has completed his Ph.D. in Mathematics from Freiberg University of Mining and Technology, Germany. Previously he was appointed as Associate Professor and Professor at Freiberg University of Mining and Technology, Freiberg, Germany. He has authored/co-authored more than 120 publications in international journals and conference proceedings, author of 7 books with internationally renowned publishers. He is selected member of the International Statistical Institute (ISI) and the Institute of Mathematical Statistics (IMS).
Education
Academic Background-
D.Sc. Freiberg University of Mining and Technology, Germany Probability, Statistics | Completed: 1988
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Ph.D. Freiberg University of Mining and Technology, Germany Mathematics | Completed: 1978
Publications (60)
Selected Scholarly Contributions
2026
Statistical Machine Learning for Corn Yield Prediction Based High-Resolution Satellite Imagery: Comparison Between Raw Data and a Multimodality Approach
2024
Applied Deep Learning-Based Crop Yield Prediction: A Systematic Analysis of Current Developments and Potential Challenges
2024
Regularizing Lifetime Drift Prediction in Semiconductor Electrical Parameters with Quantile Random Forest Regression
2024
Community perceptions of landslide risk and susceptibility: a multi-country study
2023
2023
Uncertainty Estimation in Deep Neural Networks for Point Cloud Segmentation in Factory Planning
2021
Correlated Parameters to Accurately Measure Uncertainty in Deep Neural Networks
2021
From a Point Cloud to a Simulation Model—Bayesian Segmentation and Entropy Based Uncertainty Estimation for 3D Modelling
2021
2021
Measuring the Uncertainty of Predictions in Deep Neural Networks with Variational Inference
2020
Integrated Approach for Lithological Classification Using ASTER Imagery in a Shallowly Covered Region—The Eastern Yanshan Mountain of China
2018
Ore- and bio-geochemical survey based on the Landsat remotely sensed data in and around the Dexing Porphyry Copper-Polymetal Ore-Field, Southeastern China.
Dr. Juergen Pilz
2018
Modelling and sensitivity analysis of river flow in the Upper Indus Basin, Pakistan.
Dr. Juergen Pilz
2018
Metallogenic efficiency from deposit to region-a case study in Western Zhejiang province, Southeastern China.
Dr. Juergen Pilz
2017
Optimal experimental design for semiconductor lifetime mission profile testing.
Dr. Juergen Pilz
2017
Optimal design of surveys and experiments.
Dr. Juergen Pilz
2017
Failure probability estimation under additional subsystem information with application to semiconductor burn-in.
Dr. Juergen Pilz
2017
Improved hydrological projections and reservoir management in the Upper Indus Basin under the changing climate.
Dr. Juergen Pilz
2017
An integrated approach for extraction of lithology information using the SPOT 6 imagery in a heavily quaternary-covered region-North Baoji district of China.
Dr. Juergen Pilz
2017
Identification of risk devices using independent component analysis for semiconductor measurement data.
Dr. Juergen Pilz
2016
An explicit distribution to model the proportion of heating degree day and cooling degree day.
Dr. Juergen Pilz
2016
2016
Bayesian network model with application to smart power semiconductor lifetime data.
Dr. Juergen Pilz
2015
Failure probability estimation with differently sized reference products for semiconductor burn-in studies.
Dr. Juergen Pilz
2015
Estimation of nonstrict Archimedean copulas and its application to quantum networks.
Dr. Juergen Pilz
2015
Climate variability and its impacts on water resources in the Upper Indus Basin under IPCC climate change scenarios.
Dr. Juergen Pilz
2015
An advanced area scaling approach for semiconductor burn-in.
Dr. Juergen Pilz
2015
A sampling decision system for virtual metrology in semiconductor manufacturing.
Dr. Juergen Pilz
2015
Decision-Theoretical Model for Failures Which are Tackled by Countermeasures.
Dr. Juergen Pilz
2014
Advanced Bayesian estimation of Weibull early life failure distributions.
Dr. Juergen Pilz
2014
A new bivariate exponential distribution for modeling moderately negative dependence.
Dr. Juergen Pilz
2014
Spatio-temporal modeling of particulate matter concentrations including covariates.
Dr. Juergen Pilz
2013
Portable chamber system for measuring chloroform fluxes from terrestrial environments-methodological challenges.
Dr. Juergen Pilz
2013
Likelihood and objective Bayesian modeling of acidity and major ions in rainfall using a bivariate pseudo-Gamma distribution.
Dr. Juergen Pilz
2013
A Recurrence Relation of Hypergeometric Series Through Record Statistics and a Characterization.
Dr. Juergen Pilz
2013
A new bivariate Gamma distribution generated from functional scale parameter with application to drought data.
Dr. Juergen Pilz
2013
Spatio-temporal interpolation of precipitation including covariates: during monsoon periods in Pakistan.
Dr. Juergen Pilz
2012
Some advances in Bayesian spatial prediction and sampling design.
Dr. Juergen Pilz
2012
On the performance of a new bivariate pseudo Pareto distribution with application to drought data.
Dr. Juergen Pilz
2012
Objective Bayesian analysis of spatial data with uncertain nugget and range parameters.
Dr. Juergen Pilz
2012
Network optimization algorithms and scenarios in the context of automatic mapping.
Dr. Juergen Pilz
2011
Introduction to this special issue on geoinformatics for environmental surveillance.
Dr. Juergen Pilz
2011
INTAMAP: the design and implementation of an interoperable automated interpolation web service.
Dr. Juergen Pilz
2011
Impact of increased temperature on malaria transmission in Burundi.
Dr. Juergen Pilz
2011
2011
Geo-additive modelling of malaria in Burundi.
Dr. Juergen Pilz
2011
Bayesian spatial modeling and interpolation using copulas.
Dr. Juergen Pilz
2011
Applying Bayesian mixtures-of-experts models to statistical description of smart power semiconductor reliability.
Dr. Juergen Pilz
2011
A Bayesian approach to estimating linear mixtures with unknown covariance structure.
Dr. Juergen Pilz
2011
Spatio-temporal interpolation of precipitation during monsoon periods in Pakistan.
Dr. Juergen Pilz
2010
Spatial sampling design and covariance-robust minimax prediction based on convex design ideas.
Dr. Juergen Pilz
2010
Reply to Comment on" Hierarchical Bayesian space-time interpolation versus spatio-temporal BME approach" by Kolovos (2009).
Dr. Juergen Pilz
2010
On some new bivariate pseudo-Gamma distribution.
Dr. Juergen Pilz
2010
Hierarchical Bayesian space-time interpolation versus spatio-temporal BME approach.
Dr. Juergen Pilz
2010
Effectiveness of respiratory-sinus-arrhythmia biofeedback on state-anxiety in patients undergoing coronary angiography.
Dr. Juergen Pilz
2010
Copula-based geostatistical modeling of continuous and discrete data including covariates.
Dr. Juergen Pilz
2010
Why do we need and how should we implement Bayesian kriging methods.
Dr. Juergen Pilz
2008
Support vector machines for classification of aggregates by means of IR-spectra.
Dr. Juergen Pilz
2007
Statistical classification of different petrographic varieties of aggregates by means of near and mid infrared spectra.
Dr. Juergen Pilz
2006