Caroline König

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 10

Top Topics

Manifold Learning

Classification Error

Recurrent Neural Networks

Top Venues

Publications

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)
Juan Manuel López-Correa, Caroline König, Alfredo Vellido
Long Short-Term Memory to predict 3D Amino acids Positions in GPCR Molecular Dynamics. CoRR (2022)
Juan Manuel López-Correa, Caroline König, Alfredo Vellido
Long Short-Term Memory to Predict 3D Amino Acids Positions in GPCR Molecular Dynamics. CCIA (2022)
Juan Manuel López-Correa, Caroline König, Alfredo Vellido
Molecular Dynamics forecasting of transmembrane Regions in GPRCs by Recurrent Neural Networks. BHI (2022)
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)
Caroline König, Ahmed Mohamed Helmi
Sensitivity Analysis of Sensors in a Hydraulic Condition Monitoring System Using CNN Models. Sensors 20 (11) (2020)
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
Topological Sequence Segments Discriminate Between Class C GPCR Subtypes. PACBB (2017)
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
Discovering Subtype Specific n-Gram Motifs in Class C GPCR N-Termini. CCIA (2017)
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 (2015)
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)
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)
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)
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
Finding Class C GPCR Subtype-Discriminating N-grams through Feature Selection. PACBB (2014)
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)
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)