Jürgen Pilz

According to our database1, Jürgen Pilz authored at least 33 papers between 2007 and 2020.

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Bibliography

2020
An Explicit Solution for Image Restoration using Markov Random Fields.
J. Signal Process. Syst., 2020

A novel Bayesian approach for variable selection in linear regression models.
Comput. Stat. Data Anal., 2020

A Bayesian Approach for Predicting Food and Beverage Sales in Staff Canteens and Restaurants.
CoRR, 2020

2019
Correlated Parameters to Accurately Measure Uncertainty in Deep Neural Networks.
CoRR, 2019

Variational Inference to Measure Model Uncertainty in Deep Neural Networks.
CoRR, 2019

2018
Integrated Approach for Lithological Classification Using ASTER Imagery in a Shallowly Covered Region - The Eastern Yanshan Mountain of China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Unsupervised Algorithm to Detect Damage Patterns in Microstructure Images of Metal Films.
Proceedings of the IEEE International Conference on Image Processing, 2018

Quantification and Prediction of Damage in SAM Images of Semiconductor Devices.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017
Heuristic Approximation of the MAP Estimator for Automatic Two-channel Sleep Staging.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
An Explicit Distribution to Model the Proportion of Heating Degree Day and Cooling Degree Day.
Commun. Stat. Simul. Comput., 2016

2015
A Sampling Decision System for Virtual Metrology in Semiconductor Manufacturing.
IEEE Trans Autom. Sci. Eng., 2015

An advanced area scaling approach for semiconductor burn-in.
Microelectron. Reliab., 2015

2014
Decision-Theoretical Model for Failures Which are Tackled by Countermeasures.
IEEE Trans. Reliab., 2014

A new bivariate exponential distribution for modeling moderately negative dependence.
Stat. Methods Appl., 2014

Advanced Bayesian Estimation of Weibull Early Life Failure Distributions.
Qual. Reliab. Eng. Int., 2014

Device level maverick screening: detection of risk devices through independent component analysis.
Proceedings of the 2014 Winter Simulation Conference, 2014

Modeling and prediction of smart power semiconductor lifetime data using a gaussian process prior.
Proceedings of the 2014 Winter Simulation Conference, 2014

A sampling decision system for semiconductor manufacturing: relying on virtual metrology and actual measurements.
Proceedings of the 2014 Winter Simulation Conference, 2014

Survey of recent advanced statistical models for early life failure probability assessment in semiconductor manufacturing.
Proceedings of the 2014 Winter Simulation Conference, 2014

2013
Likelihood and objective Bayesian modeling of acidity and major ions in rainfall using a bivariate pseudo-Gamma distribution.
Comput. Geosci., 2013

Monitoring virtual metrology reliability in a sampling decision system.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2012
Sampling Decision System in semiconductor manufacturing using Virtual Metrology.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011
Analysis of Areal and Spatial Interaction Data.
Proceedings of the International Encyclopedia of Statistical Science, 2011

Statistical Design of Experiments (DOE).
Proceedings of the International Encyclopedia of Statistical Science, 2011

Spatial Statistics.
Proceedings of the International Encyclopedia of Statistical Science, 2011

Model-Based Geostatistics.
Proceedings of the International Encyclopedia of Statistical Science, 2011

Applying Bayesian mixtures-of-experts models to statistical description of smart power semiconductor reliability.
Microelectron. Reliab., 2011

INTAMAP: The design and implementation of an interoperable automated interpolation web service.
Comput. Geosci., 2011

Bayesian spatial modeling and interpolation using copulas.
Comput. Geosci., 2011

Introduction to this special issue on geoinformatics for environmental surveillance.
Comput. Geosci., 2011

Network optimization algorithms and scenarios in the context of automatic mapping.
Comput. Geosci., 2011

Dynamic Maintenance in semiconductor manufacturing using Bayesian networks.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2007
Segmentation and Classification of Hyper-Spectral Skin Data.
Proceedings of the Data Analysis, Machine Learning and Applications, 2007


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