Santa Di Cataldo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 34

Top Topics

Convolutional Neural Network

Colorectal Cancer

Production Line

Top Venues

IEEE Trans. Emerg. Top. Comput.

Publications

Khaled Sidahmed Sidahmed Alamin, Davide Appello, Alessandro Beghi, Nicola Dall'Ora, Fabio Depaoli, Santa Di Cataldo, Franco Fummi, Sebastiano Gaiardelli, Michele Lora, Enrico Macii, Alessio Mascolini, Daniele Pagano, Francesco Ponzio, Gian Antonio Susto, Sara Vinco
An AI-Enabled Framework for Smart Semiconductor Manufacturing. DATE (2024)
Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Franco Fummi, Santa Di Cataldo, Sara Vinco
A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring. ICIT (2024)
Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0. CoRR (2023)
Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio, Nicola Dall'Ora, Enrico Macii, Sara Vinco, Santa Di Cataldo, Franco Fummi
Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line. IECON (2023)
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality. Expert Syst. Appl. 214 (2023)
Rafael Natalio Fontana Crespo, Davide Cannizzaro, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti, Santa Di Cataldo
A Distributed Software Platform for Additive Manufacturing. ETFA (2023)
Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani
Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper. FDL (2023)
Davide Cannizzaro, Antonio Giuseppe Varrella, Stefano Paradiso, Roberta Sampieri, Yukai Chen, Alberto Macii, Edoardo Patti, Santa Di Cataldo
In-Situ Defect Detection of Metal Additive Manufacturing: An Integrated Framework. IEEE Trans. Emerg. Top. Comput. 10 (1) (2022)
Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations. BMC Bioinform. 23 (1) (2022)
Alessio Mascolini, Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
High Resolution Explanation Maps for CNNs using Segmentation Networks. VL/HCC (2022)
Davide Cannizzaro, Filomena Simone, Klaus Illgner-Fehns, Sara Mata, Ivan Mondino, Alberto Ghiazza, Massimo Poncino, Santa Di Cataldo
Quality inspection of critical aircraft engine components: towards full automation. ETFA (2022)
Giovanni Chiarion, Francesco Ponzio, Stefano Terna, Cristina Moglia, Edoardo Patti, Santa Di Cataldo, Silvestro Roatta
e-Pupil: IoT-Based Augmentative and Alternative Communication Device Exploiting the Pupillary Near-Reflex. IEEE Access 10 (2022)
Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study. CoRR (2021)
Daniele Jahier Pagliari, Santa Di Cataldo, Edoardo Patti, Alberto Macii, Enrico Macii, Massimo Poncino
Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Valerio Mieuli, Francesco Ponzio, Alessio Mascolini, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
A Bayesian approach to Expert Gate Incremental Learning. IJCNN (2021)
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality. CoRR (2021)
Francesco Barchi, Gianvito Urgese, Alessandro Siino, Santa Di Cataldo, Enrico Macii, Andrea Acquaviva
Flexible On-Line Reconfiguration of Multi-Core Neuromorphic Platforms. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Santa Di Cataldo, Sara Vinco, Gianvito Urgese, Flaviana Calignano, Elisa Ficarra, Alberto Macii, Enrico Macii
Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions. Proc. IEEE 109 (4) (2021)
Santa Di Cataldo, Sukhan Lee, Enrico Macii, Birgit Vogel-Heuser
Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution. Proc. IEEE 109 (4) (2021)
Davide Cannizzaro, Antonio Giuseppe Varrella, Stefano Paradiso, Roberta Sampieri, Enrico Macii, Edoardo Patti, Santa Di Cataldo
Image analytics and machine learning for in-situ defects detection in Additive Manufacturing. DATE (2021)
Marta Lovino, Maria Serena Ciaburri, Gianvito Urgese, Santa Di Cataldo, Elisa Ficarra
DEEPrior: a deep learning tool for the prioritization of gene fusions. Bioinform. 36 (10) (2020)
Gianvito Urgese, Emanuele Parisi, Orazio M. Scicolone, Santa Di Cataldo, Elisa Ficarra
BioSeqZip: a collapser of NGS redundant reads for the optimization of sequence analysis. Bioinform. 36 (9) (2020)
Francesco Ponzio, Giacomo Deodato, Enrico Macii, Santa Di Cataldo, Elisa Ficarra
Exploiting "Uncertain" Deep Networks for Data Cleaning in Digital Pathology. ISBI (2020)
Donkyu Baek, Yukai Chen, Alberto Bocca, Lorenzo Bottaccioli, Santa Di Cataldo, Valentina Gatteschi, Daniele Jahier Pagliari, Edoardo Patti, Gianvito Urgese, Naehyuck Chang, Alberto Macii, Enrico Macii, Paolo Montuschi, Massimo Poncino
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles. IEEE Trans. Veh. Technol. 68 (6) (2019)
Alessandro Aliberti, Irene Pupillo, Stefano Terna, Enrico Macii, Santa Di Cataldo, Edoardo Patti, Andrea Acquaviva
A Multi-Patient Data-Driven Approach to Blood Glucose Prediction. IEEE Access 7 (2019)
Yukai Chen, Donkyu Baek, Jaemin Kim, Santa Di Cataldo, Naehyuck Chang, Enrico Macii, Sara Vinco, Massimo Poncino
A SystemC-AMS Framework for the Design and Simulation of Energy Management in Electric Vehicles. IEEE Access 7 (2019)
Lorenzo Bottaccioli, Santa Di Cataldo, Andrea Acquaviva, Edoardo Patti
Realistic Multi-Scale Modeling of Household Electricity Behaviors. IEEE Access 7 (2019)
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
Going Deeper into Colorectal Cancer Histopathology. BIOSTEC (Selected Papers) (2018)
Marta Lovino, Gianvito Urgese, Enrico Macii, Santa Di Cataldo, Elisa Ficarra
Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks. CIBB (2018)
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
Colorectal Cancer Classification using Deep Convolutional Networks - An Experimental Study. BIOIMAGING (2018)
Alessio Mascolini, S. Puzzo, G. Incatasciato, Francesco Ponzio, Elisa Ficarra, Santa Di Cataldo
A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images. IIH-MSP (1) (2017)
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
A Multi-modal Brain Image Registration Framework for US-guided Neuronavigation Systems - Integrating MR and US for Minimally Invasive Neuroimaging. BIOIMAGING (2017)
Santa Di Cataldo, Simone Tonti, Andrea Bottino, Elisa Ficarra
ANAlyte: A modular image analysis tool for ANA testing with indirect immunofluorescence. Comput. Methods Programs Biomed. 128 (2016)
Santa Di Cataldo, Simone Tonti, Elisa Ciglieri, Francesco Ferrini, Enrico Macii, Elisa Ficarra, Chiara Salio
Automated 3D immunofluorescence analysis of Dorsal Root Ganglia for the investigation of neural circuit alterations: a preliminary study. FedCSIS (Position Papers) (2016)
Simone Tonti, Santa Di Cataldo, Enrico Macii, Elisa Ficarra
Unsupervised HEp-2 mitosis recognition in indirect immunofluorescence imaging. EMBC (2015)
Simone Tonti, Santa Di Cataldo, Andrea Bottino, Elisa Ficarra
An automated approach to the segmentation of HEp-2 cells for the indirect immunofluorescence ANA test. Comput. Medical Imaging Graph. 40 (2015)
Santa Di Cataldo, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Elisa Ficarra
Subclass Discriminant Analysis of morphological and textural features for HEp-2 staining pattern classification. Pattern Recognit. 47 (7) (2014)
Ihtesham Ul Islam, Santa Di Cataldo, Andrea Bottino, Elisa Ficarra, Enrico Macii
Classification of HEp-2 Staining Patterns in ImmunoFluorescence Images - Comparison of Support Vector Machines and Subclass Discriminant Analysis Strategies. BIOINFORMATICS (2013)
Ihtesham Ul Islam, Santa Di Cataldo, Andrea Bottino, Enrico Macii, Elisa Ficarra
A Preliminary Analysis on HEp-2 Pattern Classification: Evaluating Strategies Based on Support Vector Machines and Subclass Discriminant Analysis. BIOSTEC (Selected Papers) (2013)
Santa Di Cataldo, Elisa Ficarra, Enrico Macii
Computer-aided techniques for chromogenic immunohistochemistry: Status and directions. Comput. Biol. Medicine 42 (10) (2012)
Santa Di Cataldo, Andrea Bottino, Elisa Ficarra, Enrico Macii
Applying textural features to the classification of HEp-2 cell patterns in IIF images. ICPR (2012)
Santa Di Cataldo, Elisa Ficarra, Andrea Acquaviva, Enrico Macii
Motion Artifact Correction in ASL images: An Improved Automated Procedure. BIBM (2011)
Elisa Ficarra, Santa Di Cataldo, Andrea Acquaviva, Enrico Macii
Automated Segmentation of Cells With IHC Membrane Staining. IEEE Trans. Biomed. Eng. 58 (5) (2011)
Santa Di Cataldo, Elisa Ficarra, Andrea Acquaviva, Enrico Macii
Automated segmentation of tissue images for computerized IHC analysis. Comput. Methods Programs Biomed. 100 (1) (2010)
Santa Di Cataldo, Elisa Ficarra, Andrea Acquaviva, Enrico Macii
Achieving the way for automated segmentation of nuclei in cancer tissue images through morphology-based approach: A quantitative evaluation. Comput. Medical Imaging Graph. 34 (6) (2010)
Santa Di Cataldo, Elisa Ficarra, Enrico Macii
Fully-Automated Segmentation of Tumor Areas in Tissue Confocal Images - Comparison between a Custom Unsupervised and a Supervised SVM Approach. BIOSIGNALS (1) (2008)
Santa Di Cataldo, Elisa Ficarra, Enrico Macii
Automated Discrimination of Pathological Regions in Tissue Images: Unsupervised Clustering vs. Supervised SVM Classification. BIOSTEC (Selected Papers) (2008)
Santa Di Cataldo, Elisa Ficarra, Andrea Acquaviva, Enrico Macii
Segmentation of nuclei in cancer tissue images: Contrasting active contours with morphology-based approach. BIBE (2008)
Santa Di Cataldo, Elisa Ficarra, Enrico Macii
Selection of Tumor Areas and Segmentation of Nuclear Membranes in Tissue Confocal Images: A Fully Automated Approach. BIBM (2007)