Francesca Trenta

17 papers B 4Journal 4Unranked 9
YearRankTypeTitle / Venue / Authors
2022 — conf
An Explainable Medical Imaging Framework for Modality Classifications Trained Using Small Datasets.
ICIAP (1)
Francesca Trenta, Sebastiano Battiato, Daniele Ravì
2021 — conf
Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving.
IMPROVE
Francesco Rundo, Roberto Leotta, Francesca Trenta, Giovanni Bellitto, Federica Proietto Salanitri, Vincenzo Piuri, Angelo Genovese, Ruggero Donida Labati, Fabio Scotti, Concetto Spampinato, Sebastiano Battiato
2021 B conf
Advanced Deep Network with Attention and Genetic-Driven Reinforcement Learning Layer for an Efficient Cancer Treatment Outcome Prediction.
ICIP
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato
2021 B conf
Advanced Densely Connected System with Embedded Spatio-Temporal Features Augmentation for Immunotherapy Assessment.
IJCNN
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato
2021 J jnl
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case.
Frontiers Neuroinformatics
Francesco Rundo, Sabrina Conoci, Concetto Spampinato, Roberto Leotta, Francesca Trenta, Sebastiano Battiato
2021 — conf
Deep Visio-PhotoPlethysmoGraphy Reconstruction Pipeline for Non-invasive Cuff-less Blood Pressure Estimation.
IMPROVE
Francesco Rundo, Francesca Trenta, Roberto Leotta, Sebastiano Battiato
2021 — conf
Fine-Grained Image Classification for Pollen Grain Microscope Images.
CAIP (1)
Francesca Trenta, Alessandro Ortis, Sebastiano Battiato
2021 — conf
Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans.
ISBI
Carmelo Pino, Simone Palazzo, Francesca Trenta, Francesca Cordero, Ulas Bagci, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Marco Aldinucci, Concetto Spampinato
2020 J jnl
3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma.
J. Imaging
Francesco Rundo, Giuseppe Luigi Banna, Luca Prezzavento, Francesca Trenta, Sabrina Conoci, Sebastiano Battiato
2020 — conf
Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study.
ICPR Workshops (1)
Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Concetto Spampinato, Luc M. Bidaut, Xujiong Ye, Stefanos D. Kollias, Sebastiano Battiato
2020 — conf
Advanced Temporal Dilated Convolutional Neural Network for a Robust Car Driver Identification.
ICPR Workshops (8)
Francesco Rundo, Francesca Trenta, Roberto Leotta, Concetto Spampinato, Vincenzo Piuri, Sabrina Conoci, Ruggero Donida Labati, Fabio Scotti, Sebastiano Battiato
2020 — conf
Detection and Classification of Pollen Grain Microscope Images.
CVPR Workshops
Sebastiano Battiato, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Mara Politi, Consolata Siniscalco
2020 B conf
POLLEN13K: A Large Scale Microscope Pollen Grain Image Dataset.
ICIP
Sebastiano Battiato, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Mara Politi, Consolata Siniscalco
2020 — conf
Pollen Grain Classification Challenge 2020 - Challenge Report.
ICPR Workshops (8)
Sebastiano Battiato, Francesco Guarnera, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Consolata Siniscalco, Tommaso De Gregorio, Eloy Suárez
2020 J jnl
Pollen13K: A Large Scale Microscope Pollen Grain Image Dataset.
CoRR
Sebastiano Battiato, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Mara Politi, Consolata Siniscalco
2019 J jnl
Advanced Markov-Based Machine Learning Framework for Making Adaptive Trading System.
Comput.
Francesco Rundo, Francesca Trenta, Agatino Luigi Di Stallo, Sebastiano Battiato
2019 B conf
Advanced Motion-Tracking System with Multi-Layers Deep Learning Framework for Innovative Car-Driver Drowsiness Monitoring.
FG
Francesca Trenta, Sabrina Conoci, Francesco Rundo, Sebastiano Battiato