Tim W. Nattkemper
Orcid: 0000-0002-7986-1158Affiliations:
- Bielefeld University, Center for Biotechnology
According to our database1,
Tim W. Nattkemper
authored at least 75 papers
between 2000 and 2022.
Collaborative distances:
Collaborative distances:
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Bibliography
2022
The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects.
Sensors, 2022
MetHoS: a platform for large-scale processing, storage and analysis of metabolomics data.
BMC Bioinform., 2022
2021
ALMI - A Generic Active Learning System for Computational Object Classification in Marine Observation Images.
Sensors, 2021
2020
Frontiers Artif. Intell., 2020
SoRC - Evaluation of Computational Molecular Co-Localization Analysis in Mass Spectrometry Images.
CoRR, 2020
Unsupervised Knowledge Transfer for Object Detection in Marine Environmental Monitoring and Exploration.
IEEE Access, 2020
2019
BMC Bioinform., 2019
Bioinform., 2019
2018
Proceedings of the Pattern Recognition and Information Forensics, 2018
Proceedings of the Pattern Recognition and Information Forensics, 2018
2017
Active Learning for the Classification of Species in Underwater Images from a Fixed Observatory.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
2016
J. Integr. Bioinform., 2016
BioData Min., 2016
Polyp Activity Estimation and Monitoring for Cold Water Corals with a Deep Learning Approach.
Proceedings of the 2nd ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2016
Change detection in marine observatory image streams using Bi-Domain Feature Clustering.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2nd ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2016
COATL - a learning architecture for online real-time detection and classification assistance for environmental data.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2014
AKE - the Accelerated k-mer Exploration web-tool for rapid taxonomic classification and visualization.
BMC Bioinform., 2014
Proceedings of the 2014 ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2014
Proceedings of the 2014 ICPR Workshop on Computer Vision for Analysis of Underwater Imagery, 2014
Interactive and dynamic web-based visual exploration of high dimensional bioimages with real time clustering.
Proceedings of the German conference on bioinformatics 2014, September 28, 2014
2013
Using a Random Forest Classifier to Find Nuclear Export Signals in Proteins of Arabidopsis thaliana.
Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013
2012
WHIDE - a web tool for visual data mining colocation patterns in multivariate bioimages.
Bioinform., 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Are we Ready for Science 2.0?.
Proceedings of the KMIS 2012, 2012
2011
Looking inside self-organizing map ensembles with resampling and negative correlation learning.
Neural Networks, 2011
Web2.0 paves new ways for collaborative and exploratory analysis of chemical compounds in spectrometry data.
J. Integr. Bioinform., 2011
BioIMAX: A Web 2.0 approach for easy exploratory and collaborative access to multivariate bioimage data.
BMC Bioinform., 2011
A Normalized Tree Index for identification of correlated clinical parameters in microarray experiments.
BioData Min., 2011
Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011
Towards Improved Epilepsia Diagnosis by Unsupervised Segmentation of Neuropathology Tissue Sections using Ripley's-[^(L)]{\rm{\hat L}} Features.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011
2010
Integrating semantic annotation and information visualization for the analysis of multichannel fluorescence micrographs from pancreatic tissue.
Comput. Medical Imaging Graph., 2010
2009
On the application of (topographic) independent and tree-dependent component analysis for the examination of DCE-MRI data.
Biomed. Signal Process. Control., 2009
TACOA - Taxonomic classification of environmental genomic fragments using a kernelized nearest neighbor approach.
BMC Bioinform., 2009
Qupe - a Rich Internet Application to take a step forward in the analysis of mass spectrometry-based quantitative proteomics experiments.
Bioinform., 2009
A way toward analyzing high-content bioimage data by means of semantic annotation and visual data mining.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the 13th International Conference on Information Visualisation, 2009
2008
Model-free visualization of suspicious lesions in breast MRI based on supervised and unsupervised learning.
Eng. Appl. Artif. Intell., 2008
A machine vision system for automated non-invasive assessment of cell viability via dark field microscopy, wavelet feature selection and classification.
BMC Bioinform., 2008
Peak intensity prediction in MALDI-TOF mass spectrometry: A machine learning study to support quantitative proteomics.
BMC Bioinform., 2008
Hyperbolic SOM-based clustering of DNA fragment features for taxonomic visualization and classification.
Bioinform., 2008
Flexible synapse detection in fluorescence micrographs by modeling human expert grading.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Bioinformatics Research and Development, 2008
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
A machine learning based system for multichannel fluorescence analysis in pancreatic tissue bioimages.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
A method for linking computed image features to histological semantics in neuropathology.
J. Biomed. Informatics, 2007
Proceedings of the Artificial Neural Networks, 2007
2006
Visual exploratory analysis of DCE-MRI data in breast cancer by dimensional data reduction: A comparative study.
Biomed. Signal Process. Control., 2006
Histologic characterization of DCE-MRI breast tumors with dimensional data reduction.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Feature-space exploration of pathology images using content-based database visualization.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Artificial Neural Networks, 2006
Visual Exploration of Pathology Images by a Discrete Wavelet Transform Preprocessed Locally Linear Embedding.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
2005
An adaptive tissue characterization network for model-free visualization of dynamic contrast-enhanced magnetic resonance image data.
IEEE Trans. Medical Imaging, 2005
Inf. Vis., 2005
The UK MARIBS Breast Screening Study: Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods.
Artif. Intell. Medicine, 2005
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
An Adaptive Extended Colour Scale for Comparison of Pseudo Colouring Techniques for DCE-MRI Data.
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005
A Hyperbolic Topographic Mapping for Proximity Data.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Visualization of multivariate image data using image fusion and perceptually optimized color scales based on sRGB.
Proceedings of the Medical Imaging 2004: Visualization, 2004
Proceedings of the MEDINFO 2004, 2004
2003
Comput. Biol. Medicine, 2003
2002
A neural network architecture for automatic segmentation of fluorescence micrographs.
Neurocomputing, 2002
2001
A neural classifier enabling high-throughput topological analysis of lymphocytes in tissue sections.
IEEE Trans. Inf. Technol. Biomed., 2001
Combining Independent Component Analysis and Self-Organizing Maps for Cell Image Classification.
Proceedings of the Pattern Recognition, 2001
2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000