TY  - JOUR 
AU  - Barbero Aparicio, José Antonio
AU  - Olivares Gil, Alicia
AU  - Rodríguez Diez, Juan José
AU  - García Osorio, César
AU  - Diez Pastor, José Francisco
PY  - 2024
SN  - 1566-2535
UR  - http://hdl.handle.net/10259/9281
AB  - This paper presents a comprehensive analysis of deep transfer learning methods, supervised methods, and semi-supervised methods in the context of protein fitness prediction, with a focus on small datasets. The analysis includes the exploration of the...
LA  - eng
PB  - Elsevier
KW  - Bioinformatics
KW  - Machine learning
KW  - Transfer learning
KW  - Semi-supervised learning
KW  - Protein fitness prediction
KW  - Small datasets
KW  - Informática
KW  - Computer science
KW  - Bioinformática
KW  - Bioinformatics
TI  - Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques
DO  - 10.1016/j.inffus.2023.102035
T2  - Information Fusion
VL  - 102
ER  -