Santa Di Cataldo
Orcid: 0000-0002-6239-8945
According to our database1,
Santa Di Cataldo
authored at least 46 papers
between 2007 and 2023.
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Bibliography
2023
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality.
Expert Syst. Appl., 2023
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0.
CoRR, 2023
Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper.
Proceedings of the Forum on Specification & Design Languages, 2023
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
2022
IEEE Trans. Emerg. Top. Comput., 2022
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations.
BMC Bioinform., 2022
e-Pupil: IoT-Based Augmentative and Alternative Communication Device Exploiting the Pupillary Near-Reflex.
IEEE Access, 2022
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
2021
IEEE Trans. Emerg. Top. Comput., 2021
IEEE Trans. Emerg. Top. Comput., 2021
Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions.
Proc. IEEE, 2021
Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution.
Proc. IEEE, 2021
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study.
CoRR, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Image analytics and machine learning for in-situ defects detection in Additive Manufacturing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
2020
BioSeqZip: a collapser of NGS redundant reads for the optimization of sequence analysis.
Bioinform., 2020
Bioinform., 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles.
IEEE Trans. Veh. Technol., 2019
A SystemC-AMS Framework for the Design and Simulation of Energy Management in Electric Vehicles.
IEEE Access, 2019
2018
Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018
Proceedings of the Biomedical Engineering Systems and Technologies, 2018
Colorectal Cancer Classification using Deep Convolutional Networks - An Experimental Study.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
2017
A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images.
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
A Multi-modal Brain Image Registration Framework for US-guided Neuronavigation Systems - Integrating MR and US for Minimally Invasive Neuroimaging.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
ANAlyte: A modular image analysis tool for ANA testing with indirect immunofluorescence.
Comput. Methods Programs Biomed., 2016
Automated 3D immunofluorescence analysis of Dorsal Root Ganglia for the investigation of neural circuit alterations: a preliminary study.
Proceedings of the Position Papers of the 2016 Federated Conference on Computer Science and Information Systems, 2016
2015
An automated approach to the segmentation of HEp-2 cells for the indirect immunofluorescence ANA test.
Comput. Medical Imaging Graph., 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Subclass Discriminant Analysis of morphological and textural features for HEp-2 staining pattern classification.
Pattern Recognit., 2014
2013
A Preliminary Analysis on HEp-2 Pattern Classification: Evaluating Strategies Based on Support Vector Machines and Subclass Discriminant Analysis.
Proceedings of the Biomedical Engineering Systems and Technologies, 2013
Classification of HEp-2 Staining Patterns in ImmunoFluorescence Images - Comparison of Support Vector Machines and Subclass Discriminant Analysis Strategies.
Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013
2012
Computer-aided techniques for chromogenic immunohistochemistry: Status and directions.
Comput. Biol. Medicine, 2012
Applying textural features to the classification of HEp-2 cell patterns in IIF images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
IEEE Trans. Biomed. Eng., 2011
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
2010
Comput. Methods Programs Biomed., 2010
Achieving the way for automated segmentation of nuclei in cancer tissue images through morphology-based approach: A quantitative evaluation.
Comput. Medical Imaging Graph., 2010
2008
Automated Discrimination of Pathological Regions in Tissue Images: Unsupervised Clustering vs. Supervised SVM Classification.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008
Fully-Automated Segmentation of Tumor Areas in Tissue Confocal Images - Comparison between a Custom Unsupervised and a Supervised SVM Approach.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
Segmentation of nuclei in cancer tissue images: Contrasting active contours with morphology-based approach.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Selection of Tumor Areas and Segmentation of Nuclear Membranes in Tissue Confocal Images: A Fully Automated Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007