Vincenzo Laveglia

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Saccharomyces Cerevisiae

Application To Image Segmentation

Protein Structure

Top Venues

J. Chem. Inf. Model.

Publications

Vincenzo Laveglia, Milana Bazayeva, Claudia Andreini, Antonio Rosato
Hunting down zinc(II)-binding sites in proteins with distance matrices. Bioinform. 39 (10) (2023)
Vincenzo Laveglia, Edmondo Trentin
Downward-Growing Neural Networks. Entropy 25 (5) (2023)
Vincenzo Laveglia, Andrea Giachetti, Davide Sala, Claudia Andreini, Antonio Rosato
Learning to Identify Physiological and Adventitious Metal-Binding Sites in the Three-Dimensional Structures of Proteins by Following the Hints of a Deep Neural Network. J. Chem. Inf. Model. 62 (12) (2022)
Vincenzo Laveglia, Andrea Giachetti, Linda Cerofolini, Kevin Haubrich, Marco Fragai, Alessio Ciulli, Antonio Rosato
Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server. J. Chem. Inf. Model. 61 (12) (2021)
Marco Bongini, Antonino Freno, Vincenzo Laveglia, Edmondo Trentin
Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics. Neural Process. Lett. 48 (2) (2018)
Vincenzo Laveglia, Edmondo Trentin
A Refinement Algorithm for Deep Learning via Error-Driven Propagation of Target Outputs. ANNPR (2018)
Francesco Giannini, Vincenzo Laveglia, Alessandro Rossi, Dario Zanca, Andrea Zugarini
Neural Networks for Beginners. A fast implementation in Matlab, Torch, TensorFlow. CoRR (2017)
Marco Bongini, Vincenzo Laveglia, Edmondo Trentin
A Hybrid Recurrent Neural Network/Dynamic Probabilistic Graphical Model Predictor of the Disulfide Bonding State of Cysteines from the Primary Structure of Proteins. ANNPR (2016)