Caroline König

25 papers B 4Misc 2Journal 9Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Obfuscation detection using matrix complexity features of binary grayscale images.
Comput. Secur.
Sebastian Raubitzek, Sebastian Schrittwieser, Caroline König, Patrick Felbauer, Kevin Mallinger, Andreas Ekelhart, Edgar R. Weippl
2025 J jnl
Boost-Classifier-Driven Fault Prediction Across Heterogeneous Open-Source Repositories.
Big Data Cogn. Comput.
Philip König, Sebastian Raubitzek, Alexander Schatten, Dennis Toth, Fabian Obermann, Caroline König, Kevin Mallinger
2025 J jnl
Dimensionality Reduction-Based Analysis of the Molecular Dynamics of G Protein-Coupled Receptors.
IEEE Trans. Comput. Biol. Bioinform.
Juan Manuel López-Correa, Caroline König, Alfredo Vellido
2025 B conf
Improving Diabetic Retinopathy Classification Using Class Imbalance Correction Techniques.
CBMS
Caroline König, Pedro Copado, Enrique Romero, Javier Zarranz-Ventura, Alfredo Vellido
2025 B conf
Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix.
IJCNN
Unai Gurbindo, Axel Brando, Jaume Abella, Caroline König
2025 J jnl
Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix.
CoRR
Unai Gurbindo, Axel Brando, Jaume Abella, Caroline König
2024 — conf
Exploring Data Distributions in Machine Learning Models with SOMs.
WSOM+
Caroline König, Alfredo Vellido
2024 — conf
Group Discovery in a Clinical Database of Patients with Psychosis Who Have Undergone Metacognitive Training.
CIBB
Caroline König, Wafaa Guendouz, Pedro Copado, Cecilio Angulo, Àngela Nebot, Susana Ochoa, Maria Lamarca, Rabea Fischer, Fabrice Berna, Lucasz Gaweda, Vanessa Acuña, Alfredo Vellido
2024 J jnl
Understanding predictions of drug profiles using explainable machine learning models.
BioData Min.
Caroline König, Alfredo Vellido
2023 — conf
Recognition of Conformational States of a G Protein-Coupled Receptor from Molecular Dynamic Simulations Using Sampling Techniques.
IWBBIO (1)
Mario Alberto Gutiérrez-Mondragón, Caroline König, Alfredo Vellido
2022 — conf
A Deep Learning-Based Method for Uncovering GPCR Ligand-Induced Conformational States Using Interpretability Techniques.
IWBBIO (2)
Mario A. Gutierrez-Mondragon, Caroline König, Alfredo Vellido
2022 — conf
Long Short-Term Memory to Predict 3D Amino Acids Positions in GPCR Molecular Dynamics.
CCIA
Juan Manuel López-Correa, Caroline König, Alfredo Vellido
2022 J jnl
Long Short-Term Memory to predict 3D Amino acids Positions in GPCR Molecular Dynamics.
CoRR
Juan Manuel López-Correa, Caroline König, Alfredo Vellido
2022 — conf
Molecular Dynamics forecasting of transmembrane Regions in GPRCs by Recurrent Neural Networks.
BHI
Juan Manuel López-Correa, Caroline König, Alfredo Vellido
2020 J jnl
Sensitivity Analysis of Sensors in a Hydraulic Condition Monitoring System Using CNN Models.
Sensors
Caroline König, Ahmed Mohamed Helmi
2018 — —
Analysis of class C G-protein coupled receptors using supervised classification methods.
Caroline König
2017 — conf
Discovering Subtype Specific n-Gram Motifs in Class C GPCR N-Termini.
CCIA
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
2017 Misc conf
Topological Sequence Segments Discriminate Between Class C GPCR Subtypes.
PACBB
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
2015 J jnl
Label noise in subtype discrimination of class C G protein-coupled receptors: A systematic approach to the analysis of classification errors.
BMC Bioinform.
Caroline König, Martha Ivón Cárdenas, Jesús Giraldo, René Alquézar, Alfredo Vellido
2015 B conf
The extracellular N-terminal domain suffices to discriminate class C G Protein-Coupled Receptor subtypes from n-grams of their sequences.
IJCNN
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
2014 — conf
Exploratory Visualization of Misclassified GPCRs from their transformed unaligned sequences using manifold learning techniques.
IWBBIO
Martha Ivón Cárdenas, Alfredo Vellido, Caroline König, René Alquézar, Jesús Giraldo
2014 Misc conf
Finding Class C GPCR Subtype-Discriminating N-grams through Feature Selection.
PACBB
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
2014 B conf
Misclassification of class C G-protein-coupled receptors as a label noise problem.
ESANN
Caroline König, Alfredo Vellido Alcacena, René Alquézar Mancho, Jesús Giraldo
2014 J jnl
Reducing the n-gram feature space of class C GPCRs to subtype-discriminating patterns.
J. Integr. Bioinform.
Caroline König, René Alquézar, Alfredo Vellido, Jesús Giraldo
2013 — conf
SVM-Based Classification of Class C GPCRs from Alignment-Free Physicochemical Transformations of Their Sequences.
ICIAP Workshops
Caroline König, Raúl Cruz-Barbosa, René Alquézar, Alfredo Vellido