Hans A. Kestler

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 57

Top Venues

Adv. Data Anal. Classif.

Bioinform.

Comput. Stat.

Briefings Bioinform.

Publications

Felix M. Weidner, Nensi Ikonomi, Silke D. Werle, Julian D. Schwab, Hans A. Kestler
GatekeepR: an R Shiny application for the identification of nodes with high dynamic impact in Boolean networks. Bioinform. 40 (1) (2024)
Paul Kaftan, Mattias P. Heinrich, Lasse Hansen, Volker Rasche, Hans A. Kestler, Alexander Bigalke
Abstracting Volumetric Medical Images with Sparse Keypoints for Efficient Geometric Segmentation of Lung Fissures with a Graph CNN. Bildverarbeitung für die Medizin (2024)
Raffaela Groner, Peter Bellmann, Stefan Höppner, Patrick Thiam, Friedhelm Schwenker, Hans A. Kestler, Matthias Tichy
Enhanced performance prediction of ATL model transformations. Perform. Evaluation 164 (2024)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 2 of volume 18 (2024). Adv. Data Anal. Classif. 18 (2) (2024)
Felix Beierle, Johannes Allgaier, Carolin Stupp, Thomas Keil, Winfried Schlee, Johannes Schobel, Carsten Vogel, Fabian Haug, Julian Haug, Marc Holfelder, Berthold Langguth, Jana Langguth, Burgi Riens, Ryan King, Lena Mulansky, Marc Schickler, Michael Stach, Peter Heuschmann, Manfred Wildner, Helmut Greger, Manfred Reichert, Hans A. Kestler, Rüdiger Pryss
Self-Assessment of Having COVID-19 With the Corona Check mHealth App. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 4 of volume 17 (2023). Adv. Data Anal. Classif. 17 (4) (2023)
Daniel Hieber, Georg Prokop, Maximilian Karthan, Felix Holl, Hans A. Kestler, Gregor Grambow, Bruno Märkl, Rüdiger Pryss, Friederike Liesche-Starnecker, Johannes Schobel
Towards an Architecture for Collecting a Multidimensional Glioblastoma Dataset. CBMS (2023)
Patrick Thiam, Ludwig Lausser, Christopher Kloth, Daniel Blaich, Andreas Liebold, Meinrad Beer, Hans A. Kestler
Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images. Frontiers Artif. Intell. 6 (2023)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 2 of volume 17 (2023). Adv. Data Anal. Classif. 17 (2) (2023)
Matthias Ganzinger, Max Blumenstock, Axel Fürstberger, Leonard Greulich, Hans A. Kestler, Michael Marschollek, Christian Niklas, Tim Schneider, Cord Spreckelsen, Erik Tute, Julian Varghese, Martin Dugas
Federated electronic data capture (fEDC): Architecture and prototype. J. Biomed. Informatics 138 (2023)
Tobias B. Ricken, Peter Bellmann, Sascha Gruss, Hans A. Kestler, Steffen Walter, Friedhelm Schwenker
Pain Recognition Differences between Female and Male Subjects: An Analysis based on the Physiological Signals of the X-ITE Pain Database. ICMI Companion (2023)
Felix M. Weidner, Julian D. Schwab, Sabine Wölk, Felix Rupprecht, Nensi Ikonomi, Silke D. Werle, Steve Hoffmann, Michael Kühl, Hans A. Kestler
Leveraging quantum computing for dynamic analyses of logical networks in systems biology. Patterns 4 (3) (2023)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 1 of volume 17 (2023). Adv. Data Anal. Classif. 17 (1) (2023)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 3 of volume 17 (2023). Adv. Data Anal. Classif. 17 (3) (2023)
Axel Fürstberger, Nensi Ikonomi, Angelika M. R. Kestler, Ralf Marienfeld, Julian D. Schwab, Peter Kuhn, Thomas Seufferlein, Hans A. Kestler
AMBAR - Interactive Alteration annotations for molecular tumor boards. Comput. Methods Programs Biomed. 240 (2023)
Christoph Müssel, Nensi Ikonomi, Silke D. Werle, Felix M. Weidner, Markus Maucher, Julian D. Schwab, Hans A. Kestler
prediction of missing links in Boolean networks using genetic programming. Bioinform. 38 (21) (2022)
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)
Maurizio Vichi, Andrea Ceroli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 3 of volume 16 (2022). Adv. Data Anal. Classif. 16 (3) (2022)
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
Deep Learning Architectures for Pain Recognition Based on Physiological Signals. ICPR Workshops (1) (2022)
Maximilian Karthan, Paul Romahn, Rüdiger Pryss, Hans A. Kestler, Johannes Schobel
Collecting Data from Senior Citizens Using Serious Games. ICIMTH (2022)
Felix M. Weidner, Julian D. Schwab, Silke D. Werle, Nensi Ikonomi, Ludwig Lausser, Hans A. Kestler
Response to the letter to the editor: On the feasibility of dynamical analysis of network models of biochemical regulation. Bioinform. 38 (14) (2022)
Maurizio Vichi, Andrea Ceroli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 4 of volume 16 (2022). Adv. Data Anal. Classif. 16 (4) (2022)
Peter Bellmann, Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
Machine Learning-Based Pain Intensity Estimation: Where Pattern Recognition Meets Chaos Theory - An Example Based on the BioVid Heat Pain Database. IEEE Access 10 (2022)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 3 of volume 15 (2021). Adv. Data Anal. Classif. 15 (3) (2021)
Felix Beierle, Johannes Schobel, Carsten Vogel, Johannes Allgaier, Lena Mulansky, Fabian Haug, Julian Haug, Winfried Schlee, Marc Holfelder, Michael Stach, Marc Schickler, Harald Baumeister, Caroline Cohrdes, Jürgen Deckert, Lorenz Deserno, Johanna-Sophie Edler, Felizitas A. Eichner, Helmut Greger, Grit Hein, Peter Heuschmann, Dennis John, Hans A. Kestler, Dagmar Krefting, Berthold Langguth, Patrick Meybohm, Thomas Probst, Manfred Reichert, Marcel Romanos, Stefan Störk, Yannik Terhorst, Martin Weiß, Rüdiger Pryss
Corona Health - A Study- and Sensor-based Mobile App Platform Exploring Aspects of the COVID-19 Pandemic. CoRR (2021)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 1 of volume 15 (2021). Adv. Data Anal. Classif. 15 (1) (2021)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 2 of volume 15 (2021). Adv. Data Anal. Classif. 15 (2) (2021)
Gunnar Völkel, Simon Laban, Axel Fürstberger, Silke D. Kühlwein, Nensi Ikonomi, Thomas K. Hoffmann, Cornelia Brunner, Donna S. Neuberg, Verena Gaidzik, Hartmut Döhner, Johann M. Kraus, Hans A. Kestler
Erratum to: Analysis, identification and visualization of subgroups in genomics. Briefings Bioinform. 22 (6) (2021)
Julian D. Schwab, Johannes Schobel, Silke D. Werle, Axel Fürstberger, Nensi Ikonomi, Robin Szekely, Patrick Thiam, Rolf Hühne, Niels Jahn, Rainer Schuler, Peter Kuhn, Martin Holderried, Florian Steger, Manfred Reichert, Udo X. Kaisers, Angelika M. R. Kestler, Thomas Seufferlein, Hans A. Kestler
Perspective on mHealth Concepts to Ensure Users' Empowerment-From Adverse Event Tracking for COVID-19 Vaccinations to Oncological Treatment. IEEE Access 9 (2021)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 4 of volume 15 (2021). Adv. Data Anal. Classif. 15 (4) (2021)
Felix M. Weidner, Julian D. Schwab, Silke D. Werle, Nensi Ikonomi, Ludwig Lausser, Hans A. Kestler
Capturing dynamic relevance in Boolean networks using graph theoretical measures. Bioinform. 37 (20) (2021)
Gerhard Mayer, Wolfgang Müller, Karin Schork, Julian Uszkoreit, Andreas Weidemann, Ulrike Wittig, Maja Rey, Christian Quast, Janine Felden, Frank Oliver Glöckner, Matthias Lange, Daniel Arend, Sebastian Beier, Astrid Junker, Uwe Scholz, Danuta Schüler, Hans A. Kestler, Daniel Wibberg, Alfred Pühler, Sven Twardziok, Jürgen Eils, Roland Eils, Steve Hoffmann, Martin Eisenacher, Michael Turewicz
Implementing FAIR data management within the German Network for Bioinformatics Infrastructure (de.NBI) exemplified by selected use cases. Briefings Bioinform. 22 (5) (2021)
Gunnar Völkel, Simon Laban, Axel Fürstberger, Silke D. Kühlwein, Nensi Ikonomi, Thomas K. Hoffman, Cornelia Brunner, Donna S. Neuberg, Verena Gaidzik, Hartmut Döhner, Johann M. Kraus, Hans A. Kestler
Analysis, identification and visualization of subgroups in genomics. Briefings Bioinform. 22 (3) (2021)
André Müller, Ludwig Lausser, Adalbert F. X. Wilhelm, Timo Ropinski, Matthias Platzer, Heiko Neumann, Hans A. Kestler
A perceptually optimised bivariate visualisation scheme for high-dimensional fold-change data. Adv. Data Anal. Classif. 15 (2) (2021)
Ludwig Lausser, Lisa M. Schäfer, Silke D. Kühlwein, Angelika M. R. Kestler, Hans A. Kestler
Detecting Ordinal Subcascades. Neural Process. Lett. 52 (3) (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)
Peter Bellmann, Ludwig Lausser, Hans A. Kestler, Friedhelm Schwenker
Introducing Bidirectional Ordinal Classifier Cascades Based on a Pain Intensity Recognition Scenario. ICPR Workshops (6) (2020)
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals. ICPRAM (2020)
Ludwig Lausser, Robin Szekely, Hans A. Kestler
Chained correlations for feature selection. Adv. Data Anal. Classif. 14 (4) (2020)
Peter Bellmann, Ludwig Lausser, Hans A. Kestler, Friedhelm Schwenker
Experimental Analysis of Bidirectional Pairwise Ordinal Classifier Cascades. S+SSPR (2020)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 3 of volume 14 (2020). Adv. Data Anal. Classif. 14 (3) (2020)
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
Two-Stream Attention Network for Pain Recognition from Video Sequences. Sensors 20 (3) (2020)
Patrick Thiam, Peter Bellmann, Hans A. Kestler, Friedhelm Schwenker
Exploring Deep Physiological Models for Nociceptive Pain Recognition. Sensors 19 (20) (2019)
Matthias Schmid, Bernd Bischl, Hans A. Kestler
Proceedings of Reisensburg 2016-2017. Comput. Stat. 34 (3) (2019)
Ludwig Lausser, Florian Schmid, Lyn-Rouven Schirra, Adalbert F. X. Wilhelm, Hans A. Kestler
Rank-based classifiers for extremely high-dimensional gene expression data. Adv. Data Anal. Classif. 12 (4) (2018)
Johann M. Kraus, Ludwig Lausser, Peter Kuhn, Franz Jobst, Michaela Bock, Carolin Halanke, Michael Hummel, Peter Heuschmann, Hans A. Kestler
Big data and precision medicine: challenges and strategies with healthcare data. Int. J. Data Sci. Anal. 6 (3) (2018)
Hans A. Kestler, Paul D. McNicholas, Adalbert F. X. Wilhelm
Special issue on "Science of big data: theory, methods and applications" - Preface by the Guest Editors. Adv. Data Anal. Classif. 12 (4) (2018)
Ludwig Lausser, Robin Szekely, Viktor Kessler, Friedhelm Schwenker, Hans A. Kestler
Selecting Features from Foreign Classes. ANNPR (2018)
Ludwig Lausser, Robin Szekely, Lyn-Rouven Schirra, Hans A. Kestler
The Influence of Multi-class Feature Selection on the Prediction of Diagnostic Phenotypes. Neural Process. Lett. 48 (2) (2018)
Hans A. Kestler, Bernd Bischl, Matthias Schmid
Proceedings of Reisensburg 2014-2015. Comput. Stat. 33 (3) (2018)
Rolf Hühne, Viktor Kessler, Axel Fürstberger, Silke D. Kühlwein, Matthias Platzer, Jürgen Sühnel, Ludwig Lausser, Hans A. Kestler
3D Network exploration and visualisation for lifespan data. BMC Bioinform. 19 (1) (2018)
Patrick Meyer, Pallab Maity, Andre Burkovski, Julian D. Schwab, Christoph Müssel, Karmveer Singh, Filipa F. Ferreira, Linda Krug, Harald J. Maier, Meinhard Wlaschek, Thomas Wirth, Hans A. Kestler, Karin Scharffetter-Kochanek
A model of the onset of the senescence associated secretory phenotype after DNA damage induced senescence. PLoS Comput. Biol. 13 (12) (2017)
Julian D. Schwab, Andre Burkovski, Lea Siegle, Christoph Müssel, Hans A. Kestler
ViSiBooL - visualization and simulation of Boolean networks with temporal constraints. Bioinform. 33 (4) (2017)
Ludwig Lausser, Steffen Just, Wolfgang Rottbauer, Hans A. Kestler
Semantic Biomarker Selection for Functional Genomics of Heart Failure Model Organisms. CinC (2017)
Christoph Müssel, Florian Schmid, Tamara J. Blätte, Martin Hopfensitz, Ludwig Lausser, Hans A. Kestler
BiTrinA - multiscale binarization and trinarization with quality analysis. Bioinform. 32 (3) (2016)
Lyn-Rouven Schirra, Florian Schmid, Hans A. Kestler, Ludwig Lausser
Interpretable Classifiers in Precision Medicine: Feature Selection and Multi-class Categorization. ANNPR (2016)
Florian Schmid, Matthias Schmid, Christoph Müssel, J. Eric Sträng, Christian Buske, Lars Bullinger, Johann M. Kraus, Hans A. Kestler
GiANT: gene set uncertainty in enrichment analysis. Bioinform. 32 (12) (2016)
Aurélien Naldi, Pedro T. Monteiro, Christoph Müssel, Hans A. Kestler, Denis Thieffry, Ioannis Xenarios, Julio Saez-Rodriguez, Tomás Helikar, Claudine Chaouiya
Cooperative development of logical modelling standards and tools with CoLoMoTo. Bioinform. 31 (7) (2015)
Raphael Lattke, Ludwig Lausser, Christoph Müssel, Hans A. Kestler
Detecting Ordinal Class Structures. MCS (2015)
Matthias Schmid, Hans A. Kestler, Sergej Potapov
On the validity of time-dependent AUC estimators. Briefings Bioinform. 16 (1) (2015)
Gunnar Völkel, Ludwig Lausser, Florian Schmid, Johann M. Kraus, Hans A. Kestler
distributed computation. Bioinform. 31 (8) (2015)
Lyn-Rouven Schirra, Ludwig Lausser, Hans A. Kestler
Selection Stability as a Means of Biomarker Discovery in Classification. ECDA (2014)
Gunnar Völkel, Markus Maucher, Christoph Müssel, Uwe Schöning, Hans A. Kestler
Information Theoretic Measures for Ant Colony Optimization. ECDA (2014)
Ludwig Lausser, Florian Schmid, Matthias Schmid, Hans A. Kestler
Unlabeling data can improve classification accuracy. Pattern Recognit. Lett. 37 (2014)
Harald Binder, Hans A. Kestler, Matthias Schmid
Proceedings of Reisensburg 2011. Comput. Stat. 29 (1) (2014)
Gunnar Völkel, Markus Maucher, Uwe Schöning, Hans A. Kestler
Ant colony optimization with group learning. GECCO (2014)
Markus Maucher, David Kracht, Steffen Schober, Martin Bossert, Hans A. Kestler
Inferring Boolean functions via higher-order correlations. Comput. Stat. 29 (1) (2014)
Ludwig Lausser, Christoph Müssel, Alexander Melkozerov, Hans A. Kestler
Identifying predictive hubs to condense the training set of (k)-nearest neighbour classifiers. Comput. Stat. 29 (1) (2014)
Florian Schmid, Ludwig Lausser, Hans A. Kestler
Linear Contrast Classifiers in High-Dimensional Spaces. ANNPR (2014)
Thomas Schnattinger, Uwe Schöning, Hans A. Kestler
Structural RNA alignment by multi-objective optimization. Bioinform. 29 (13) (2013)
Christoph Müssel, Ludwig Lausser, Hans A. Kestler
Ensembles of Representative Prototype Sets for Classification and Data Set Analysis. ECDA (2013)
Martin Schels, Stefan Scherer, Michael Glodek, Hans A. Kestler, Günther Palm, Friedhelm Schwenker
On the discovery of events in EEG data utilizing information fusion. Comput. Stat. 28 (1) (2013)
Harald Binder, Hans A. Kestler, Matthias Schmid
Proceedings of Reisensburg 2010. Comput. Stat. 28 (1) (2013)
Gunnar Völkel, Markus Maucher, Hans A. Kestler
Group-based ant colony optimization. GECCO (2013)
Thomas Schnattinger, Uwe Schöning, Anita Marchfelder, Hans A. Kestler
RNA-Pareto: interactive analysis of Pareto-optimal RNA sequence-structure alignments. Bioinform. 29 (23) (2013)
Martin Hopfensitz, Christoph Müssel, Markus Maucher, Hans A. Kestler
Attractors in Boolean networks: a tutorial. Comput. Stat. 28 (1) (2013)
Ludwig Lausser, Christoph Müssel, Markus Maucher, Hans A. Kestler
Measuring and visualizing the stability of biomarker selection techniques. Comput. Stat. 28 (1) (2013)
Florian Schmid, Ludwig Lausser, Hans A. Kestler
Three Transductive Set Covering Machines. GfKl (2012)
Andre Burkovski, Ludwig Lausser, Johann M. Kraus, Hans A. Kestler
Rank Aggregation for Candidate Gene Identification. GfKl (2012)
Gunnar Völkel, Johann M. Kraus, Hans A. Kestler
Algorithmic Engineering with Clojure. ELS (2012)
Martin Hopfensitz, Christoph Müssel, Christian Wawra, Markus Maucher, Michael Kühl, Heiko Neumann, Hans A. Kestler
Multiscale Binarization of Gene Expression Data for Reconstructing Boolean Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (2) (2012)
Ludwig Lausser, Christoph Müssel, Hans A. Kestler
Representative Prototype Sets for Data Characterization and Classification. ANNPR (2012)
Markus Maucher, Uwe Schöning, Hans A. Kestler
Search heuristics and the influence of non-perfect randomness: examining Genetic Algorithms and Simulated Annealing. Comput. Stat. 26 (2) (2011)
Johannes Huth, Malte Buchholz, Johann M. Kraus, Kristian Mølhave, Cristian Gradinaru, Götz v. Wichert, Thomas M. Gress, Heiko Neumann, Hans A. Kestler
TimeLapseAnalyzer: Multi-target analysis for live-cell imaging and time-lapse microscopy. Comput. Methods Programs Biomed. 104 (2) (2011)
Ludwig Lausser, Florian Schmid, Hans A. Kestler
On the Utility of Partially Labeled Data for Classification of Microarray Data. PSL (2011)
Markus Maucher, Barbara Kracher, Michael Kühl, Hans A. Kestler
Inferring Boolean network structure via correlation. Bioinform. 27 (11) (2011)
Hans A. Kestler, Ludwig Lausser, Wolfgang Lindner, Günther Palm
On the fusion of threshold classifiers for categorization and dimensionality reduction. Comput. Stat. 26 (2) (2011)
Johann M. Kraus, Christoph Müssel, Günther Palm, Hans A. Kestler
Multi-objective selection for collecting cluster alternatives. Comput. Stat. 26 (2) (2011)
Ludwig Lausser, Hans A. Kestler
Robustness Analysis of Eleven Linear Classifiers in Extremely High-Dimensional Feature Spaces. ANNPR (2010)
Johann M. Kraus, Hans A. Kestler
A highly efficient multi-core algorithm for clustering extremely large datasets. BMC Bioinform. 11 (2010)
Martin Hopfensitz, Markus Maucher, Hans A. Kestler
Fuzzy Boolean Network Reconstruction. GfKl (2010)
Christoph Müssel, Martin Hopfensitz, Hans A. Kestler
BoolNet - an R package for generation, reconstruction and analysis of Boolean networks. Bioinform. 26 (10) (2010)
Ludwig Lausser, Christoph Müssel, Markus Maucher, Hans A. Kestler
Feature Reduction and Nearest Neighbours. GfKl (2010)
Ludwig Lausser, Malte Buchholz, Hans A. Kestler
Boosting Threshold Classifiers for High- Dimensional Data in Functional Genomics. ANNPR (2008)
Hans A. Kestler, André Müller, Johann M. Kraus, Malte Buchholz, Thomas M. Gress, Hongfang Liu, David W. Kane, Barry Zeeberg, John N. Weinstein
VennMaster: Area-proportional Euler diagrams for functional GO analysis of microarrays. BMC Bioinform. 9 (2008)
André Müller, Karlheinz Holzmann, Hans A. Kestler
Visualization of genomic aberrations using Affymetrix SNP arrays. Bioinform. 23 (4) (2007)
Hans A. Kestler, Johann M. Kraus, Günther Palm, Friedhelm Schwenker
On the Effects of Constraints in Semi-supervised Hierarchical Clustering. ANNPR (2006)
Hans A. Kestler, Wolfgang Lindner, André Müller
Learning and Feature Selection Using the Set Covering Machine with Data-Dependent Rays on Gene Expression Profiles. ANNPR (2006)
Hans A. Kestler, Christoph Müssel
An Empirical Comparison of Feature Reduction Methods in the Context of Microarray Data Classification. ANNPR (2006)
Friedhelm Schwenker, Andreas Sachs, Günther Palm, Hans A. Kestler
Orientation Histograms for Face Recognition. ANNPR (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hans A. Kestler