Katja Ickstadt

According to our database1, Katja Ickstadt authored at least 18 papers between 2007 and 2018.

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Timeline

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Bibliography

2018
Bayesian prediction for a jump diffusion process - With application to crack growth in fatigue experiments.
Rel. Eng. & Sys. Safety, 2018

Data Science: the impact of statistics.
I. J. Data Science and Analytics, 2018

2017
Towards a Systematic Screening Tool for Quality Assurance and Semiautomatic Fraud Detection for Images in the Life Sciences.
Science and Engineering Ethics, 2017

Random projections for Bayesian regression.
Statistics and Computing, 2017

Integration of Multiple Genomic Data Sources in a Bayesian Cox Model for Variable Selection and Prediction.
Comp. Math. Methods in Medicine, 2017

2015
Retrospective Bayesian outlier detection in INGARCH series.
Statistics and Computing, 2015

A novel crossover operator based on variable importance for evolutionary multi-objective optimization with tree representation.
J. Heuristics, 2015

A Bayesian mixture model to quantify parameters of spatial clustering.
Computational Statistics & Data Analysis, 2015

Random projections for Bayesian regression.
CoRR, 2015

Uncovering distinct protein-network topologies in heterogeneous cell populations.
BMC Systems Biology, 2015

2014
Integrative analysis of histone ChIP-seq and transcription data using Bayesian mixture models.
Bioinformatics, 2014

2011
Frame potential minimization for clustering short time series.
Adv. Data Analysis and Classification, 2011

2010
Cluster Analytic Strategy for Identification of Metagenes Relevant for Prognosis of Node Negative Breast Cancer.
Proceedings of the Challenges at the Interface of Data Analysis, Computer Science, and Optimization - Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21, 2010

2009
Integrated analysis of copy number alterations and gene expression: a bivariate assessment of equally directed abnormalities.
Bioinformatics, 2009

Retention time alignment algorithms for LC/MS data must consider non-linear shifts.
Bioinformatics, 2009

2008
Empirical Bayes analysis of single nucleotide polymorphisms.
BMC Bioinformatics, 2008

2007
Detecting high-order interactions of single nucleotide polymorphisms using genetic programming.
Bioinformatics, 2007

Comparing Logic Regression Based Methods for Identifying SNP Interactions.
Proceedings of the Bioinformatics Research and Development, First International Conference, 2007


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