Santa Di Cataldo
Politecnico di Torino
H-index: 17
Europe-Italy
Top articles of Santa Di Cataldo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring | Sebastiano Gaiardelli Nicola Dall’Ora Francesco Ponzio Enrico Fraccaroli Franco Fummi | 2024/4/4 | |
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing | Journal of Intelligent Manufacturing | Davide Cannizzaro Paolo Antonioni Francesco Ponzio Manuela Galati Edoardo Patti | 2024/3/28 |
W2wnet: A two-module probabilistic convolutional neural network with embedded data cleansing functionality | Expert Systems with Applications | Francesco Ponzio Enrico Macii Elisa Ficarra Santa Di Cataldo | 2023/3/15 |
Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line | Alessio Mascolini Sebastiano Gaiardelli Francesco Ponzio Nicola Dall'Ora Enrico Macii | 2023/10/16 | |
Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper | Luigi Capogrosso Alessio Mascolini Federico Girella Geri Skenderi Sebastiano Gaiardelli | 2023/9/13 | |
A Distributed Software Platform for Additive Manufacturing | Rafael Natalio Fontana Crespo Davide Cannizzaro Lorenzo Bottaccioli Enrico Macii Edoardo Patti | 2023/9/12 | |
e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex | IEEE Access | Giovanni Chiarion Francesco Ponzio Stefano Terna Cristina Moglia Edoardo Patti | 2022/12/14 |
High Resolution Explanation Maps for CNNs using Segmentation Networks | Alessio Mascolini Francesco Ponzio Enrico Macii Elisa Ficarra Santa Di Cataldo | 2022/9/12 | |
Quality inspection of critical aircraft engine components: towards full automation | Davide Cannizzaro Filomena Simone Klaus Illgner-Fehns Sara Mata Ivan Mondino | 2022 | |
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations | BMC bioinformatics | Alessio Mascolini Dario Cardamone Francesco Ponzio Santa Di Cataldo Elisa Ficarra | 2022/7/24 |
In-Situ Monitoring of Additive Manufacturing | Predictive Maintenance in Smart Factories: Architectures, Methodologies, and Use-cases | Davide Cannizzaro Antonio Giuseppe Varrella Stefano Paradiso Roberta Sampieri Enrico Macii | 2021 |
In-situ defect detection of metal additive manufacturing: an integrated framework | IEEE Transactions on Emerging Topics in Computing | Davide Cannizzaro Antonio Giuseppe Varrella Stefano Paradiso Roberta Sampieri Yukai Chen | 2021/9/6 |
A novel proof-of-concept framework for the exploitation of convnets on whole slide images | Progresses in Artificial Intelligence and Neural Systems | Alessio Mascolini S Puzzo G Incatasciato Francesco Ponzio Elisa Ficarra | 2021 |
A bayesian approach to expert gate incremental learning | Valerio Mieuli Francesco Ponzio Alessio Mascolini Enrico Macii Elisa Ficarra | 2021/7/18 | |
Leading information and communication technologies for smart manufacturing: Facing the new challenges and opportunities of the 4th industrial revolution | Santa Di Cataldo Sukhan Lee Enrico Macii Birgit Vogel-Heuser | 2021/3/23 | |
Optimizing quality inspection and control in powder bed metal additive manufacturing: Challenges and research directions | Santa Di Cataldo Sara Vinco Gianvito Urgese Flaviana Calignano Elisa Ficarra | 2021/2/4 | |
Image analytics and machine learning for in-situ defects detection in Additive Manufacturing | Davide Cannizzaro Antonio Giuseppe Varrella Stefano Paradiso Roberta Sampieri Enrico Macii | 2021/2/1 | |
Exploiting “uncertain” deep networks for data cleaning in digital pathology | Francesco Ponzio Giacomo Deodato Enrico Macii Santa Di Cataldo Elisa Ficarra | 2020/4/3 | |
Cytoarchitectural analysis of the neuron‐to‐glia association in the dorsal root ganglia of normal and diabetic mice | Journal of Anatomy | Elisa Ciglieri Maurizia Vacca Francesco Ferrini Mona A Atteya Patrizia Aimar | 2020/11 |
DEEPrior: a deep learning tool for the prioritization of gene fusions | Bioinformatics | Marta Lovino Maria Serena Ciaburri Gianvito Urgese Santa Di Cataldo Elisa Ficarra | 2020/5/15 |
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