Nikolas Fechner

Orcid: 0000-0003-3852-3950

According to our database¹, Nikolas Fechner authored at least 19 papers between 2007 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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On csauthors.net:

Bibliography

2023

PREFER: A New Predictive Modeling Framework for Molecular Discovery.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., August, 2023

2022

25 Years of Small-Molecule Optimization at Novartis: A Retrospective Analysis of Chemical Series Evolution.

[BibT_eX]

[DOI]

Maximilian Beckers

Nikolas Fechner

Nikolaus Stiefl

J. Chem. Inf. Model., 2022

2020

Automated Identification of Chemical Series: Classifying like a Medicinal Chemist.

[BibT_eX]

[DOI]

Franziska Kruger

Nikolas Fechner

Nikolaus Stiefl

J. Chem. Inf. Model., 2020

2017

Chemical Topic Modeling: Exploring Molecular Data Sets Using a Common Text-Mining Approach.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., August, 2017

2013

Heterogeneous Classifier Fusion for Ligand-Based Virtual Screening: Or, How Decision Making by Committee Can Be a Good Thing.

[BibT_eX]

[DOI]

Sereina Riniker

Nikolas Fechner

Gregory A. Landrum

J. Chem. Inf. Model., 2013

ChEMBLSpace - a graphical explorer of the chemogenomic space covered by the ChEMBL database.

[BibT_eX]

[DOI]

Suzanne Clare Brewerton

David A. Thorner

Michael J. Bodkin

Bioinform., 2013

2011

Structured Kernel-based Machine Learning for Cheminformatics.

[BibT_eX]

[DOI]

Nikolas Fechner

PhD thesis, 2011

Large-Scale Learning of Structure-Activity Relationships Using a Linear Support Vector Machine and Problem-Specific Metrics.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2011

jCompoundMapper: An open source Java library and command-line tool for chemical fingerprints.

[BibT_eX]

[DOI]

J. Cheminformatics, 2011

Approximation of Graph Kernel Similarities for Chemical Graphs by Kernel Principal Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

2010

Automatic pharmacophore model generation using weighted substructure assignments.

[BibT_eX]

[DOI]

J. Cheminformatics, 2010

Efficient extraction of canonical spatial relationships using a recursive enumeration of k-subsets.

[BibT_eX]

[DOI]

J. Cheminformatics, 2010

Estimation of the applicability domain of kernel-based machine learning models for virtual screening.

[BibT_eX]

[DOI]

J. Cheminformatics, 2010

Kernel-based estimation of the applicability domain of QSAR models.

[BibT_eX]

[DOI]

J. Cheminformatics, 2010

Graph kernels for chemical compounds using topological and three-dimensional local atom pair environments.

[BibT_eX]

[DOI]

Neurocomputing, 2010

2009

Atomic Local Neighborhood Flexibility Incorporation into a Structured Similarity Measure for QSAR.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2009

Optimal assignment methods for ligand-based virtual screening.

[BibT_eX]

[DOI]

J. Cheminformatics, 2009

Chronic Rat Toxicity Prediction of Chemical Compounds Using Kernel Machines.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, 2009

2007

Comparison of Different Approaches to Vibration-based Terrain Classification.

[BibT_eX]

[DOI]

Proceedings of the 3rd European Conference on Mobile Robots, 2007

Nikolas Fechner

Timeline

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