Monica Bianchini

University of Siena — Italy

Computer Science · Physical Sciences

30h-index4.2kcitations185works1.92yr avg
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Research Topics

Neural Networks and Applications(34), Advanced Graph Neural Networks(17), Computational Drug Discovery Methods(12), Face and Expression Recognition(11), Machine Learning in Bioinformatics(11)

Publications176 total

Untargeted Metabolomics for Profiling of Cascara, Senna, Rhubarb, and Frangula Metabolites
Metabolites·2025Open Access
Accelerating the Design of Readout Systems for New Physics Experiments Using FPGA Visual Programming
2025
Training dynamics of GANs through the lens of persistent homology
Neurocomputing·2025Open Access
ANALYSIS OF THE ENVIRONMENTAL PROTECTION OF THE INTEGRATED INDUSTRIAL POLE OF CAMAÇARI/BAHIA: IMPACTS ON THE PROTECTION OF WATER BODIES
Revista Políticas Públicas & Cidades·2025Open Access
Leveraging synthetic data for zero–shot and few–shot circle detection in real–world domains
Pattern Recognition·2025· 1 citedOpen Access
MOLGMP: A Markov approach for molecular graph generation with GNNs
Neurocomputing·2025Open Access
Web components for late blight (Phytophthora infestans (Mont.) De Bary) and early blight (Alternaria solani Sor.) outbreaks forecast on Solanum tuberosum L. in Cuba under future climate scenarios
Smart Agricultural Technology·2025· 1 citedOpen Access
A smart virtual keyboard to improve communication of locked-in patients
Computer Standards & Interfaces·2025· 1 citedOpen Access
Leveraging molecular graphs for natural product classification
Computational and Structural Biotechnology Journal·2025· 2 citedOpen Access
Embedding Secondary Structures in Graphs–Of–Sequences for Protein–Protein Interface Prediction
SSRN Electronic Journal·2025Open Access
VC dimension of Graph Neural Networks with Pfaffian activation functions
Neural Networks·2024· 2 citedOpen Access
LSTM-based Siamese Networks for Fault Detection in Meteorological Time Series Data
2024· 1 cited
A Hybrid Deep Learning Approach for Liver Tumor Segmentation Using DeepLabV3+ and Hidden Markov Models
2024· 3 cited
Design Proteins Using Large Language Models: Enhancements and Comparative Analyses
arXiv (Cornell University)·2024Open Access
Generated or Not Generated (GNG): The Importance of Background in the Detection of Fake Images
Electronics·2024· 5 citedOpen Access
On the approximation capability of GNNs in node classification/regression tasks
Soft Computing·2024· 7 citedOpen Access
SADIC v2: A modern implementation of the Simple Atom Depth Index Calculator
SoftwareX·2024· 1 citedOpen Access
A topological description of loss surfaces based on Betti Numbers
Neural Networks·2024· 3 citedOpen Access
Composite Graph Neural Networks for Molecular Property Prediction
International Journal of Molecular Sciences·2024· 6 citedOpen Access
EPH173 Estimating the Utilization of Doxycycline Post-Exposure Prophylaxis (DoxyPEP) and the Impact on Syphilis Rates in Colorado
Value in Health·2024
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Frequent Co-authors

Franco Scarselli(32), Paolo Andreini(11), Marco Gori(10), Simone Bonechi(10), Marco Maggini(8), Alberto Rossi(7), Pietro Bongini(6), A. Mecocci(6), Lorenzo Sarti(5), Giovanna Maria Dimitri(5), Giorgio Ciano(4), Paolo Frasconi(2), Bruno Lepri(2), Veronica Lachi(2), Alfonso Trezza(2), Ottavia Spiga(2), Neri Niccolai(2), Rabindra Nath Shaw(2), Niccolò Pancino(2), Píetro Lió(2)