Hans A. Kestler
Orcid: 0000-0002-4759-5254
According to our database1,
Hans A. Kestler
authored at least 114 papers
between 1995 and 2024.
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Bibliography
2024
GatekeepR: an R Shiny application for the identification of nodes with high dynamic impact in Boolean networks.
Bioinform., January, 2024
Abstracting Volumetric Medical Images with Sparse Keypoints for Efficient Geometric Segmentation of Lung Fissures with a Graph CNN.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024
2023
Adv. Data Anal. Classif., December, 2023
Comput. Methods Programs Biomed., October, 2023
Adv. Data Anal. Classif., September, 2023
IEEE J. Biomed. Health Informatics, June, 2023
Leveraging quantum computing for dynamic analyses of logical networks in systems biology.
Patterns, March, 2023
Adv. Data Anal. Classif., March, 2023
J. Biomed. Informatics, February, 2023
Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images.
Frontiers Artif. Intell., February, 2023
Pain Recognition Differences between Female and Male Subjects: An Analysis based on the Physiological Signals of the X-ITE Pain Database.
Proceedings of the International Conference on Multimodal Interaction, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
<i>CANTATA - </i>prediction of missing links in Boolean networks using genetic programming.
Bioinform., October, 2022
Response to the letter to the editor: On the feasibility of dynamical analysis of network models of biochemical regulation.
Bioinform., 2022
Adv. Data Anal. Classif., 2022
Machine Learning-Based Pain Intensity Estimation: Where Pattern Recognition Meets Chaos Theory - An Example Based on the BioVid Heat Pain Database.
IEEE Access, 2022
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022
2021
Corona Health - A Study- and Sensor-based Mobile App Platform Exploring Aspects of the COVID-19 Pandemic.
CoRR, 2021
Bioinform., 2021
Briefings Bioinform., 2021
Briefings Bioinform., 2021
Implementing FAIR data management within the German Network for Bioinformatics Infrastructure (de.NBI) exemplified by selected use cases.
Briefings Bioinform., 2021
A perceptually optimised bivariate visualisation scheme for high-dimensional fold-change data.
Adv. Data Anal. Classif., 2021
Perspective on mHealth Concepts to Ensure Users' Empowerment-From Adverse Event Tracking for COVID-19 Vaccinations to Oncological Treatment.
IEEE Access, 2021
2020
Sensors, 2020
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020
Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020
Introducing Bidirectional Ordinal Classifier Cascades Based on a Pain Intensity Recognition Scenario.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
2018
The Influence of Multi-class Feature Selection on the Prediction of Diagnostic Phenotypes.
Neural Process. Lett., 2018
Int. J. Data Sci. Anal., 2018
Adv. Data Anal. Classif., 2018
Special issue on "Science of big data: theory, methods and applications" - Preface by the Guest Editors.
Adv. Data Anal. Classif., 2018
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018
2017
A model of the onset of the senescence associated secretory phenotype after DNA damage induced senescence.
PLoS Comput. Biol., 2017
ViSiBooL - visualization and simulation of Boolean networks with temporal constraints.
Bioinform., 2017
Semantic Biomarker Selection for Functional Genomics of Heart Failure Model Organisms.
Proceedings of the Computing in Cardiology, 2017
2016
Bioinform., 2016
Interpretable Classifiers in Precision Medicine: Feature Selection and Multi-class Categorization.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016
2015
Bioinform., 2015
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015
2014
Identifying predictive hubs to condense the training set of (k)-nearest neighbour classifiers.
Comput. Stat., 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Analysis of Large and Complex Data, 2014
Proceedings of the Analysis of Large and Complex Data, 2014
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
2013
Comput. Stat., 2013
Comput. Stat., 2013
RNA-Pareto: interactive analysis of Pareto-optimal RNA sequence-structure alignments.
Bioinform., 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Data Science, 2013
2012
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012
Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012
Proceedings of ELS 2012 - 5th European Lisp Symposium, Zadar, Croatia, April 30, 2012
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2012
2011
Search heuristics and the influence of non-perfect randomness: examining Genetic Algorithms and Simulated Annealing.
Comput. Stat., 2011
On the fusion of threshold classifiers for categorization and dimensionality reduction.
Comput. Stat., 2011
TimeLapseAnalyzer: Multi-target analysis for live-cell imaging and time-lapse microscopy.
Comput. Methods Programs Biomed., 2011
Proceedings of the Partially Supervised Learning - First IAPR TC3 Workshop, 2011
2010
BMC Bioinform., 2010
BoolNet - an R package for generation, reconstruction and analysis of Boolean networks.
Bioinform., 2010
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
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
Robustness Analysis of Eleven Linear Classifiers in Extremely High-Dimensional Feature Spaces.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
Lehmanns Media, ISBN: 978-3-86541-369-7, 2010
2008
VennMaster: Area-proportional Euler diagrams for functional GO analysis of microarrays.
BMC Bioinform., 2008
Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008
2007
2006
A Perceptually Optimized Scheme for Visualizing Gene Expression Ratios with Confidence Values.
Proceedings of the Perception and Interactive Technologies, 2006
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
An Empirical Comparison of Feature Reduction Methods in the Context of Microarray Data Classification.
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
Learning and Feature Selection Using the Set Covering Machine with Data-Dependent Rays on Gene Expression Profiles.
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
2005
Generalized Venn diagrams: a new method of visualizing complex genetic set relations.
Bioinform., 2005
2003
Radial basis function neural networks and temporal fusion for the classification of bioacoustic time series.
Neurocomputing, 2003
Morphological Scale-Space Decomposition for Segmenting the Ventricular Structure in Cardiac MR Images.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003
2002
Proceedings of the Artificial Neural Networks, 2002
2001
Comput. Methods Programs Biomed., 2001
3D object recognition for autonomous mobile robots utilizing support vector classifiers.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Integrating Intelligent Machines with Humans for a Better Tomorrow, 2001
2000
Concurrent Object Identification and Localization for a Mobile Robot.
Künstliche Intell., 2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
Proceedings of the Computational Intelligence in Data Mining, 2000
1999
Object Classification Using Simple, Colour Based Visual Attention and a Hierarchical Neural Network for Neuro-symbolic Integration.
Proceedings of the KI-99: Advances in Artificial Intelligence, 1999
Proceedings of the Mustererkennung 1999, 1999
Object classification with simple visual attention and a hierarchical neural network for subsymbolic-symbolic coupling.
Proceedings of the Proceedings 1999 IEEE International Symposium on Computational Intelligence in Robotics and Automation, 1999
Proceedings of the Autonome Mobile Systeme 1999, 1999
1995
Proceedings of the Mustererkennung 1995, 1995