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Books and Theses
- 2018
[b1]Caroline König:
Analysis of class C G-protein coupled receptors using supervised classification methods. Polytechnic University of Catalonia, Spain, 2018
Journal Articles
- 2020
- [j3]Caroline König
, Ahmed Mohamed Helmi:
Sensitivity Analysis of Sensors in a Hydraulic Condition Monitoring System Using CNN Models. Sensors 20(11): 3307 (2020) - 2015
- [j2]Caroline König, Martha Ivón Cárdenas, Jesús Giraldo, René Alquézar, Alfredo Vellido:
Label noise in subtype discrimination of class C G protein-coupled receptors: A systematic approach to the analysis of classification errors. BMC Bioinform. 16: 314:1-314:14 (2015) - 2014
- [j1]Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo:
Reducing the n-gram feature space of class C GPCRs to subtype-discriminating patterns. J. Integr. Bioinform. 11(3) (2014)
Conference and Workshop Papers
- 2023
- [c11]Mario Alberto Gutiérrez-Mondragón, Caroline König, Alfredo Vellido:
Recognition of Conformational States of a G Protein-Coupled Receptor from Molecular Dynamic Simulations Using Sampling Techniques. IWBBIO (1) 2023: 3-16 - 2022
- [c10]Juan Manuel López-Correa, Caroline König, Alfredo Vellido:
Molecular Dynamics forecasting of transmembrane Regions in GPRCs by Recurrent Neural Networks. BHI 2022: 1-4 - [c9]Juan Manuel López-Correa, Caroline König, Alfredo Vellido:
Long Short-Term Memory to Predict 3D Amino Acids Positions in GPCR Molecular Dynamics. CCIA 2022: 209-217 - [c8]Mario A. Gutierrez-Mondragon, Caroline König, Alfredo Vellido:
A Deep Learning-Based Method for Uncovering GPCR Ligand-Induced Conformational States Using Interpretability Techniques. IWBBIO (2) 2022: 275-287 - 2017
- [c7]Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo:
Discovering Subtype Specific n-Gram Motifs in Class C GPCR N-Termini. CCIA 2017: 116-125 - [c6]Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo:
Topological Sequence Segments Discriminate Between Class C GPCR Subtypes. PACBB 2017: 164-172 - 2015
- [c5]Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo:
The extracellular N-terminal domain suffices to discriminate class C G Protein-Coupled Receptor subtypes from n-grams of their sequences. IJCNN 2015: 1-7 - 2014
- [c4]Caroline König, Alfredo Vellido Alcacena, René Alquézar Mancho, Jesús Giraldo:
Misclassification of class C G-protein-coupled receptors as a label noise problem. ESANN 2014 - [c3]Martha Ivón Cárdenas, Alfredo Vellido, Caroline König, René Alquézar, Jesús Giraldo:
Exploratory Visualization of Misclassified GPCRs from their transformed unaligned sequences using manifold learning techniques. IWBBIO 2014: 623-630 - [c2]Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo:
Finding Class C GPCR Subtype-Discriminating N-grams through Feature Selection. PACBB 2014: 89-96 - 2013
- [c1]Caroline König, Raúl Cruz-Barbosa, René Alquézar, Alfredo Vellido:
SVM-Based Classification of Class C GPCRs from Alignment-Free Physicochemical Transformations of Their Sequences. ICIAP Workshops 2013: 336-343
Informal and Other Publications
- 2022
- [i1]Juan Manuel López-Correa, Caroline König, Alfredo Vellido:
Long Short-Term Memory to predict 3D Amino acids Positions in GPCR Molecular Dynamics. CoRR abs/2207.05682 (2022)
Coauthor Index
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