Antonina Starita

Supervised neural networks for the classification of structures

Alessandro Sperduti, Antonina Starita · IEEE Transactions on Neural Networks · 1997 · 647 citations

Supervised Neural Networks, Engineering, Machine Learning +17

Speed up learning and network optimization with extended back propagation

Alessandro Sperduti, Antonina Starita · Neural Networks · 1993 · 116 citations

Model Optimization, Engineering, Machine Learning +8

Application of Cascade Correlation Networks for Structures to Chemistry

Anna Maria Bianucci, Alessio Micheli, Alessandro Sperduti et al. · Applied Intelligence · 2000 · 82 citations

Analysis of the Internal Representations Developed by Neural Networks for Structures Applied to Quantitative Structure−Activity Relationship Studies of Benzodiazepines

Alessio Micheli, Alessandro Sperduti, Antonina Starita et al. · Journal of Chemical Information and Computer Sciences · 2000 · 75 citations

Chemical Biology, Medicinal Chemistry, Chemical Compounds +22

Predicting Physical−Chemical Properties of Compounds from Molecular Structures by Recursive Neural Networks

Luca Bernazzani, Celia Duce, Alessio Micheli et al. · Journal of Chemical Information and Modeling · 2006 · 59 citations

Engineering, Physical−chemical Properties, Recursive Neural Networks +14