Sebastian Daberdaku

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Nearest Neighbour

Top Venues

Publications

Michela Quadrini, Antonino Capuccio, Denise Falcone, Sebastian Daberdaku, Alessandro Blanda, Luca Bellanova, Gianluca Gerard
Stress detection with encoding physiological signals and convolutional neural network. Mach. Learn. 113 (8) (2024)
Michela Quadrini, Sebastian Daberdaku, Carlo Ferrari
Hierarchical representation for PPI sites prediction. BMC Bioinform. 23 (1) (2022)
Michela Quadrini, Sebastian Daberdaku, Alessandro Blanda, Antonino Capuccio, Luca Bellanova, Gianluca Gerard
Stress Detection from Wearable Sensor Data Using Gramian Angular Fields and CNN. DS (2022)
Michela Quadrini, Massimo Cavallin, Sebastian Daberdaku, Carlo Ferrari
ProSPs: Protein Sites Prediction Based on Sequence Fragments. LOD (2021)
Sebastian Daberdaku, Erica Tavazzi, Barbara Di Camillo
A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data. J. Heal. Informatics Res. 4 (2) (2020)
Michela Quadrini, Sebastian Daberdaku, Carlo Ferrari
Hierarchical Representation and Graph Convolutional Networks for the Prediction of Protein-Protein Interaction Sites. LOD (2) (2020)
Erica Tavazzi, Sebastian Daberdaku, Rosario Vasta, Andrea Calvo, Adriano Chiò, Barbara Di Camillo
Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach. BMC Medical Informatics Decis. Mak. (5) (2020)
Sebastian Daberdaku, Carlo Ferrari
Antibody interface prediction with 3D Zernike descriptors and SVM. Bioinform. 35 (11) (2019)
Sebastian Daberdaku, Erica Tavazzi, Barbara Di Camillo
Interpolation and K-Nearest Neighbours Combined Imputation for Longitudinal ICU Laboratory Data. ICHI (2019)
Sebastian Daberdaku
Identification of protein pockets and cavities by Euclidean Distance Transform. PeerJ Prepr. 7 (2019)
Sebastian Daberdaku
Accelerating the computation of triangulated molecular surfaces with OpenMP. J. Supercomput. 75 (7) (2019)
Sebastian Daberdaku
Identification of protein pockets and cavities by Euclidean Distance Transform. PeerJ Prepr. 6 (2018)
Sebastian Daberdaku, Carlo Ferrari
Fast Computation of High-resolution Solvent Excluded Protein Surface with OpenMP. HPCS (2018)
Sebastian Daberdaku
Structure-Based Antibody Paratope Prediction with 3D Zernike Descriptors and SVM. CIBB (2018)
Sebastian Daberdaku, Carlo Ferrari
Exploring the potential of 3D Zernike descriptors and SVM for protein-protein interface prediction. BMC Bioinform. 19 (1) (2018)
Sebastian Daberdaku
Parallel Computation of Voxelised Protein Surfaces with OpenMP. PBio@EuroMPI (2018)
Sebastian Daberdaku, Carlo Ferrari
Computing voxelised representations of macromolecular surfaces. Int. J. High Perform. Comput. Appl. 32 (3) (2018)
Sebastian Daberdaku, Carlo Ferrari
Computing Discrete Fine-Grained Representations of Protein Surfaces. CIBB (2015)
Sebastian Daberdaku, Carlo Ferrari
Parallel Computation of Voxelized Macromolecular Surfaces by Spatial Slicing. TrustCom/BigDataSE/ISPA (3) (2015)