Author

Christian Merkwirth

Observed names: C Merkwirth, C. Merkwirth, Merkwirth, C., Merkwirth, Christian

Observed institutions: Jagiellonian University, Max Planck Society, Max Planck Institute for Informatics, University of Göttingen, Friedrich Schiller University Jena, University of Tübingen, Saarland University

OpenAlex ID: A5046889814

Automatic Generation of Complementary Descriptors with Molecular Graph Networks

2005 · Christian Merkwirth, Thomas Lengauer · Journal of Chemical Information and Modeling · 121

Prediction of Spatiotemporal Time Series Based on Reconstructed Local States

2000 · Ulrich Parlitz, Christian Merkwirth · Physical Review Letters · 104

Ensemble Methods for Classification in Cheminformatics

2004 · Christian Merkwirth, Harald Mauser, et al. · Journal of Chemical Information and Computer Sciences · 89

Fast nearest-neighbor searching for nonlinear signal processing

2000 · Christian Merkwirth, Ulrich Parlitz, et al. · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 67

A Fully Computational Model for Predicting Percutaneous Drug Absorption

2005 · Dirk Neumann, Oliver Kohlbacher, et al. · Journal of Chemical Information and Modeling · 43

Thrombin inhibitors identified by computer-assisted multiparameter design

2005 · Daniel Riester, Frank Wirsching, et al. · Proceedings of the National Academy of Sciences · 32

Computational Intelligence and Image Processing Methods for Applications in Skin Cancer Diagnosis

2010 · Maciej Ogorzałek, Grzegorz Surówka, et al. · Communications in computer and information science · 20

POEM: Parameter Optimization Using Ensemble Methods: Application to Target Specific Scoring Functions

2005 · Iris Antes, Christian Merkwirth, et al. · Journal of Chemical Information and Modeling · 19

Association of HCV-related mixed cryoglobulinemia with specific mutational pattern of the HCV E2 protein and CD81 expression on peripheral B lymphocytes

2004 · Wolf Peter Hofmann, Eva Herrmann, et al. · Blood · 15

Detecting correlation in stock market

2004 · Jörg D. Wichard, Christian Merkwirth, et al. · Physica A Statistical Mechanics and its Applications · 15

Wavelet based classification of skin lesion images

2006 · G. Surówka, Christian Merkwirth, et al. · Bio-Algorithms and Med-Systems · 12

Stochastic Gradient Descent Training of Ensembles of DT-CNN Classifiers for Digit Recognition

2003 · Merkwirth, Christian, Ogorzalek, Maciej, et al. · Max Planck Institute for Plasma Physics · 11

Mathematical methods for forecasting bank transaction data

2003 · Philipp Maass, T. Köhler, et al. · 11

Nanoparticle design characterized by In Silico preparation parameter prediction using ensemble models

2009 · Dirk Neumann, Christian Merkwirth, et al. · Journal of Pharmaceutical Sciences · 9

New approaches for computer-assisted skin cancer diagnosis

2009 · Maciej Ogorzałek, G. Surówka, et al. · Jagiellonian University Repository (Jagiellonian University) · 9

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Finite iteration DT-CNN - new design and operating principles

2004 · C. Merkwirth, J. Brocker, et al. · IEEE International Symposium on Circuits and Systems proceedings · 6

Finite iteration DT-CNN - new design and operation principles

2004 · Merkwirth, Christian, Bröcker, J., et al. · Max Planck Institute for Plasma Physics · 6

Ensemble Modeling for Bio-medical Applications

2009 · Christian Merkwirth, Jörg Wichard, et al. · Studies in computational intelligence · 5

A software toolbox for constructing ensembles of heterogenous linear and nonlinear models

2006 · C. Merkwirth, J. Wichard, et al. · European Conference on Circuit Theory and Design · 5

Pattern Recognition Using Finite-Iteration Cellular Systems

2005 · M. Ogorzalek, C. Merkwirth, et al. · IEEE International Workshop on Cellular Neural Networks and their Applications · 5

Nonlinear prediction of spatio-temporal time series.

2000 · Ulrich Parlitz, Christian Merkwirth · 5

CNN in drug design — Recent developments

2015 · Joerg D. Wichard, Maciej J. Ogorzalek, et al. · IEEE International Symposium on Circuits and Systems proceedings · 4

Finite Iteration DT-CNN with Stationary Templates

2004 · J. Wichard, M. Ogorzalek, et al. · 4

Optimization of parameters of the linear TOF-SIMS spectrometer by DOE method

2009 · Adam Kosierb, Christian Merkwirth, et al. · Vacuum · 3

Applying CNN to Cheminformatics

2007 · Christian Merkwirth, Maciej Ogorzalek · IEEE International Symposium on Circuits and Systems proceedings · 3

Works count: 37

Citation count: 628

H-index: 11

I10-index: 13