| 2026 | AsiaCCS | Untitled record | Caroline Knig, David Schmidt, Philip Knig, Patrick Felbauer, Sebastian Schrittwieser |
| 2026 | ESANN | Techniques for Reliable, Safe and Robust AI Applications. | Caroline Knig, Cecilio Angulo, Pedro Jess Copado, Ganesh Kumar Venayagamoorthy |
| 2026 | IWINAC | Evaluating Privacy Preservation in Regression Models for a Small Medical Dataset. | Caroline Knig, Pedro Jess Copado, Cecilio Angulo, ngela Nebot, Alfredo Vellido |
| 2025 | CBMS | Improving Diabetic Retinopathy Classification Using Class Imbalance Correction Techniques. | Caroline Knig, Pedro Copado, Enrique Romero, Javier Zarranz-Ventura, Alfredo Vellido |
| 2025 | ESANN | Altered emotion recognition from psychiatric patient profiles using Machine Learning. | Pedro J. Copado-Mndez, Martha Ivn Crdenas, Alfredo Vellido, Caroline Knig |
| 2025 | ESANN | Machine Learning and applied Artificial Intelligence in cognitive sciences and pyschology: a tutorial. | Caroline Knig, Alfredo Vellido |
| 2025 | IJCNN | Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix. | Unai Gurbindo, Axel Brando, Jaume Abella, Caroline Knig |
| 2017 | PACBB | Topological Sequence Segments Discriminate Between Class C GPCR Subtypes. | Caroline Knig, Ren Alquzar, Alfredo Vellido, Jess Giraldo |
| 2015 | IJCNN | The extracellular N-terminal domain suffices to discriminate class C G Protein-Coupled Receptor subtypes from n-grams of their sequences. | Caroline Knig, Ren Alquzar, Alfredo Vellido, Jess Giraldo |
| 2014 | ESANN | Misclassification of class C G-protein-coupled receptors as a label noise problem. | Caroline Knig, Alfredo Vellido Alcacena, Ren Alquzar Mancho, Jess Giraldo |
| 2014 | PACBB | Finding Class C GPCR Subtype-Discriminating N-grams through Feature Selection. | Caroline Knig, Ren Alquzar, Alfredo Vellido, Jess Giraldo |
| 2013 | ICIAP | SVM-Based Classification of Class C GPCRs from Alignment-Free Physicochemical Transformations of Their Sequences. | Caroline Knig, Ral Cruz-Barbosa, Ren Alquzar, Alfredo Vellido |