Sfoglia per Autore
LSTM-based Siamese Networks for Fault Detection in Meteorological Time Series Data
2024-01-01 Costanti, Filippo; Cappelli, Irene; Fort, Ada; Ceroni, Elia Giuseppe; Bianchini, Monica
On the approximation capability of GNNs in node classification/regression tasks
2024-01-01 D’Inverno, Giuseppe Alessio; Bianchini, Monica; Sampoli, Maria Lucia; Scarselli, Franco
A Hybrid Deep Learning Approach for Liver Tumor Segmentation Using DeepLabV3+ and Hidden Markov Models
2024-01-01 Tanfoni, Marco; Ceroni, Elia Giuseppe; Maggini, Marco; Pancino, Niccolo; Bianchini, Monica
Point-Wise Ribosome Translation Speed Prediction with Recurrent Neural Networks
2024-01-01 Bongini, Pietro; Pancino, Niccolo; Lachi, Veronica; Graziani, Caterina; Giacomini, Giorgia; Andreini, Paolo; Bianchini, Monica
Generated or Not Generated (GNG): The Importance of Background in the Detection of Fake Images
2024-01-01 Tanfoni, Marco; Ceroni, Elia Giuseppe; Marziali, Sara; Pancino, Niccolò; Maggini, Marco; Bianchini, Monica
A Discrete Geometry Method for Atom Depth Computation in Complex Molecular Systems
2024-01-01 Marziali, Sara; Nunziati, Giacomo; Prete, Alessia Lucia; Niccolai, Neri; Brunetti, Sara; Bianchini, Monica
A Mobile App for Detecting Potato Crop Diseases
2024-01-01 Medina, Dunia Pineda; Cabrera, Ileana Miranda; De La Cruz, Rolisbel Alfonso; Guerra Arzuaga, Lizandra; Cuello Portal, Sandra; Bianchini, Monica
A topological description of loss surfaces based on Betti Numbers
2024-01-01 Bucarelli, Maria Sofia; D’Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco; Silvestri, Fabrizio
Composite Graph Neural Networks for Molecular Property Prediction
2024-01-01 Bongini, Pietro; Pancino, Niccolo; Bendjeddou, Asma; Scarselli, Franco; Maggini, Marco; Bianchini, Monica
SADIC v2: A modern implementation of the Simple Atom Depth Index Calculator
2024-01-01 Marziali, Sara; Nunziati, Giacomo; Prete, Alessia Lucia; Niccolai, Neri; Bianchini, Monica
Protein–protein interfaces: A Graph Neural Network approach
2024-01-01 Pancino, Niccolo; Gallegati, Caterina; Romagnoli, Fiamma; Bongini, Pietro; Bianchini, Monica
No PAIN no Gain: More Expressive GNNs with Paths
2023-01-01 Graziani, Caterina; Drucks, Tamara; Bianchini, Monica; Scarselli, Franco; Gärtner, Thomas
Special Issue: Advances in Knowledge-Feature Extraction and Representation in Data-Science Applications
2023-01-01 Bianchini, Monica; Falini, Antonella
A deep learning approach to analyze NMR Spectra of SH-SY5Y cells for Alzheimer’s disease diagnosis
2023-01-01 Costanti, Filippo; Kola, Arian; Scarselli, Franco; Valensin, Daniela; Bianchini, Monica
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
2023-01-01 Longa, A.; Lachi, V.; Santin, G.; Bianchini, M.; Lepri, B.; Liò, P.; Scarselli, F.; Passerini, A.
Deep Learning Techniques for Text Generation to Support Augmentative and Alternative Communication
2023-01-01 Prete, Alessia Lucia; Landi, David; Andreini, Paolo; Bianchini, Monica
Deep learning techniques for biomedical data processing
2023-01-01 Bianchini, Monica; Dimitri, Giovanna Maria
BioGNN: How Graph Neural Networks Can Solve Biological Problems
2023-01-01 Bongini, P.; Pancino, N.; Scarselli, F.; Bianchini, M.
Multi-stage Synthetic Image Generation for the Semantic Segmentation of Medical Images
2023-01-01 Andreini, Paolo; Bonechi, Simone; Ciano, Giorgio; Graziani, Caterina; Lachi, Veronica; Nikoloulopoulou, Natalia; Bianchini, Monica; Scarselli, Franco
From Pixels to Diagnosis: AI-Driven Skin Lesion Recognition
2023-01-01 Bianchini, M.; Andreini, P.; Bonechi, S.
| Titolo | Data di pubblicazione | Autore(i) | File | Abstract |
|---|---|---|---|---|
| LSTM-based Siamese Networks for Fault Detection in Meteorological Time Series Data | 1-gen-2024 | Costanti, Filippo; Cappelli, Irene; Fort, Ada; Ceroni, Elia Giuseppe; Bianchini, Monica | - | |
| On the approximation capability of GNNs in node classification/regression tasks | 1-gen-2024 | D’Inverno, Giuseppe Alessio; Bianchini, Monica; Sampoli, Maria Lucia; Scarselli, Franco | - | |
| A Hybrid Deep Learning Approach for Liver Tumor Segmentation Using DeepLabV3+ and Hidden Markov Models | 1-gen-2024 | Tanfoni, Marco; Ceroni, Elia Giuseppe; Maggini, Marco; Pancino, Niccolo; Bianchini, Monica | - | |
| Point-Wise Ribosome Translation Speed Prediction with Recurrent Neural Networks | 1-gen-2024 | Bongini, Pietro; Pancino, Niccolo; Lachi, Veronica; Graziani, Caterina; Giacomini, Giorgia; Andreini, Paolo; Bianchini, Monica | - | |
| Generated or Not Generated (GNG): The Importance of Background in the Detection of Fake Images | 1-gen-2024 | Tanfoni, Marco; Ceroni, Elia Giuseppe; Marziali, Sara; Pancino, Niccolò; Maggini, Marco; Bianchini, Monica | - | |
| A Discrete Geometry Method for Atom Depth Computation in Complex Molecular Systems | 1-gen-2024 | Marziali, Sara; Nunziati, Giacomo; Prete, Alessia Lucia; Niccolai, Neri; Brunetti, Sara; Bianchini, Monica | - | |
| A Mobile App for Detecting Potato Crop Diseases | 1-gen-2024 | Medina, Dunia Pineda; Cabrera, Ileana Miranda; De La Cruz, Rolisbel Alfonso; Guerra Arzuaga, Lizandra; Cuello Portal, Sandra; Bianchini, Monica | - | |
| A topological description of loss surfaces based on Betti Numbers | 1-gen-2024 | Bucarelli, Maria Sofia; D’Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco; Silvestri, Fabrizio | - | |
| Composite Graph Neural Networks for Molecular Property Prediction | 1-gen-2024 | Bongini, Pietro; Pancino, Niccolo; Bendjeddou, Asma; Scarselli, Franco; Maggini, Marco; Bianchini, Monica | - | |
| SADIC v2: A modern implementation of the Simple Atom Depth Index Calculator | 1-gen-2024 | Marziali, Sara; Nunziati, Giacomo; Prete, Alessia Lucia; Niccolai, Neri; Bianchini, Monica | - | |
| Protein–protein interfaces: A Graph Neural Network approach | 1-gen-2024 | Pancino, Niccolo; Gallegati, Caterina; Romagnoli, Fiamma; Bongini, Pietro; Bianchini, Monica | - | |
| No PAIN no Gain: More Expressive GNNs with Paths | 1-gen-2023 | Graziani, Caterina; Drucks, Tamara; Bianchini, Monica; Scarselli, Franco; Gärtner, Thomas | - | |
| Special Issue: Advances in Knowledge-Feature Extraction and Representation in Data-Science Applications | 1-gen-2023 | Bianchini, Monica; Falini, Antonella | - | |
| A deep learning approach to analyze NMR Spectra of SH-SY5Y cells for Alzheimer’s disease diagnosis | 1-gen-2023 | Costanti, Filippo; Kola, Arian; Scarselli, Franco; Valensin, Daniela; Bianchini, Monica | - | |
| Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities | 1-gen-2023 | Longa, A.; Lachi, V.; Santin, G.; Bianchini, M.; Lepri, B.; Liò, P.; Scarselli, F.; Passerini, A. | - | |
| Deep Learning Techniques for Text Generation to Support Augmentative and Alternative Communication | 1-gen-2023 | Prete, Alessia Lucia; Landi, David; Andreini, Paolo; Bianchini, Monica | - | |
| Deep learning techniques for biomedical data processing | 1-gen-2023 | Bianchini, Monica; Dimitri, Giovanna Maria | - | |
| BioGNN: How Graph Neural Networks Can Solve Biological Problems | 1-gen-2023 | Bongini, P.; Pancino, N.; Scarselli, F.; Bianchini, M. | - | |
| Multi-stage Synthetic Image Generation for the Semantic Segmentation of Medical Images | 1-gen-2023 | Andreini, Paolo; Bonechi, Simone; Ciano, Giorgio; Graziani, Caterina; Lachi, Veronica; Nikoloulopoulou, Natalia; Bianchini, Monica; Scarselli, Franco | - | |
| From Pixels to Diagnosis: AI-Driven Skin Lesion Recognition | 1-gen-2023 | Bianchini, M.; Andreini, P.; Bonechi, S. | - |
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