Katja Ickstadt

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 11

Top Topics

Statistical Models

Fraud Detection

Variable Selection

Top Venues

Int. J. Data Sci. Anal.

Publications

Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
Is there a role for statistics in artificial intelligence? Adv. Data Anal. Classif. 16 (4) (2022)
Katrin Madjar, Manuela Zucknick, Katja Ickstadt, Jörg Rahnenführer
Correction to: Combining heterogeneous subgroups with graph-structured variable selection priors for Cox regression. BMC Bioinform. 23 (1) (2022)
Frank Weber, Katja Ickstadt, Änne Glass
shinybrms: Fitting Bayesian Regression Models Using a Graphical User Interface for the R Package brms. R J. 14 (2) (2022)
Katrin Madjar, Manuela Zucknick, Katja Ickstadt, Jörg Rahnenführer
Combining heterogeneous subgroups with graph-structured variable selection priors for Cox regression. BMC Bioinform. 22 (1) (2021)
Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Christian Sohler
Streaming statistical models via Merge & Reduce. Int. J. Data Sci. Anal. 10 (4) (2020)
Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
Is there a role for statistics in artificial intelligence? CoRR (2020)
Simone Hermann, Katja Ickstadt, Christine H. Müller
Bayesian prediction for a jump diffusion process - With application to crack growth in fatigue experiments. Reliab. Eng. Syst. Saf. 179 (2018)
Claus Weihs, Katja Ickstadt
Data Science: the impact of statistics. Int. J. Data Sci. Anal. 6 (3) (2018)
Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Jens Quedenfeld, Christian Sohler
Random projections for Bayesian regression. Stat. Comput. 27 (1) (2017)
Tabea Treppmann, Katja Ickstadt, Manuela Zucknick
Integration of Multiple Genomic Data Sources in a Bayesian Cox Model for Variable Selection and Prediction. Comput. Math. Methods Medicine 2017 (2017)
Lars Koppers, Holger Wormer, Katja Ickstadt
Towards a Systematic Screening Tool for Quality Assurance and Semiautomatic Fraud Detection for Images in the Life Sciences. Sci. Eng. Ethics 23 (4) (2017)
Jakob Wieczorek, Rahuman S. Malik-Sheriff, Yessica Fermin, Hernán E. Grecco, Eli Zamir, Katja Ickstadt
Uncovering distinct protein-network topologies in heterogeneous cell populations. BMC Syst. Biol. 9 (2015)
Leo N. Geppert, Katja Ickstadt, Alexander Munteanu, Jens Quedenfeld, Christian Sohler
Random projections for Bayesian regression. CoRR (2015)
Martin Schäfer, Yvonne Radon, Thomas Klein, Sabrina Herrmann, Holger Schwender, Peter J. Verveer, Katja Ickstadt
A Bayesian mixture model to quantify parameters of spatial clustering. Comput. Stat. Data Anal. 92 (2015)
Swaantje Casjens, Holger Schwender, Thomas Brüning, Katja Ickstadt
A novel crossover operator based on variable importance for evolutionary multi-objective optimization with tree representation. J. Heuristics 21 (1) (2015)
Roland Fried, Inoncent Agueusop, Björn Bornkamp, Konstantinos Fokianos, Jana Fruth, Katja Ickstadt
Retrospective Bayesian outlier detection in INGARCH series. Stat. Comput. 25 (2) (2015)
Hans-Ulrich Klein, Martin Schäfer, Bo T. Porse, Marie S. Hasemann, Katja Ickstadt, Martin Dugas
Integrative analysis of histone ChIP-seq and transcription data using Bayesian mixture models. Bioinform. 30 (8) (2014)
Tobias Springer, Katja Ickstadt, Joachim Stöckler
Frame potential minimization for clustering short time series. Adv. Data Anal. Classif. 5 (4) (2011)
Evgenia Freis, Silvia Selinski, Jan G. Hengstler, Katja Ickstadt
Cluster Analytic Strategy for Identification of Metagenes Relevant for Prognosis of Node Negative Breast Cancer. GfKl (2010)
Katharina Podwojski, Arno Fritsch, Daniel C. Chamrad, Wolfgang Paul, Barbara Sitek, Kai Stühler, Petra Mutzel, Christian Stephan, Helmut E. Meyer, Wolfgang Urfer, Katja Ickstadt, Jörg Rahnenführer
Retention time alignment algorithms for LC/MS data must consider non-linear shifts. Bioinform. 25 (6) (2009)
Martin Schäfer, Holger Schwender, Sylvia Merk, Claudia Haferlach, Katja Ickstadt, Martin Dugas
Integrated analysis of copy number alterations and gene expression: a bivariate assessment of equally directed abnormalities. Bioinform. 25 (24) (2009)
Holger Schwender, Katja Ickstadt
Empirical Bayes analysis of single nucleotide polymorphisms. BMC Bioinform. 9 (2008)
Arno Fritsch, Katja Ickstadt
Comparing Logic Regression Based Methods for Identifying SNP Interactions. BIRD (2007)
Robin Nunkesser, Thorsten Bernholt, Holger Schwender, Katja Ickstadt, Ingo Wegener
Detecting high-order interactions of single nucleotide polymorphisms using genetic programming. Bioinform. 23 (24) (2007)
Katja Ickstadt
"Collecting Spatial Data" by W. G. Müller Physica-Verlag (1998), ISBN 3-7908-1134-3. Comput. Stat. 15 (2) (2000)