SANTA DI CATALDO

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Associate Professor

Member of Interdepartmental Center (IAM@PoliTo - Integrated Additive Manufacturing)

+39 0110907020 / 7020 (DAUIN)

Last years publications

Mascolini, Alessio; Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa (2022)
High Resolution Explanation Maps for CNNs using Segmentation Networks. In: 2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Rome (Italy), 12-16 September 2022, pp. 1-3. ISBN: 978-1-6654-4214-5
Mascolini, Alessio; Cardamone, Dario; Ponzio, Francesco; Di Cataldo, Santa; Ficarra, ... (2022)
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations. In: BMC BIOINFORMATICS, vol. 23. ISSN 1471-2105
Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; ... (2022)
In-situ defect detection of metal Additive Manufacturing: an integrated framework. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, vol. 10, pp. 74-86. ISSN 2168-6750
Mieuli, Valerio; Ponzio, Francesco; Mascolini, Alessio; Macii, Enrico; Ficarra, Elisa; ... (2021)
A Bayesian approach to Expert Gate Incremental Learning. In: 2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen (China), 18-22 July 2021, pp. 1-7. ISBN: 978-1-6654-3900-8
Jahier Pagliari, Daniele; Di Cataldo, Santa; Patti, Edoardo; Macii, Alberto; Macii, ... (2021)
Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, vol. 9, pp. 1625-1636. ISSN 2168-6750
Mascolini, Alessio; Puzzo, S.; Incatasciato, G.; Ponzio, F.; Ficarra, E.; Di Cataldo, S. (2021)
A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images. In: Progresses in Artificial Intelligence and Neural Systems. Smart Innovation, Systems and Technologies / Esposito A., Faundez-Zanuy M., Morabito F.C., Pasero E., Singapore, Springer, Singapore, pp. 125-136. ISBN: 978-981-15-5093-5
Cataldo, Santa Di; Lee, Sukhan; Macii, Enrico; Vogel-Heuser, Birgit (2021)
Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution. In: PROCEEDINGS OF THE IEEE, vol. 109, pp. 320-325. ISSN 0018-9219
Cannizzaro, Davide; Giuseppe Varrella, Antonio; Paradiso, Stefano; Sampieri, Roberta; ... (2021)
Image analytics and machine learning for in-situ defects detection in Additive Manufacturing. In: 2021 Design, Automation and Test in Europe Conference and Exhibition (DATE 2021), Virtual Conference (due to Covid-19), 2021, pp. 603-608. ISSN 1530-1591. ISBN: 978-3-9819263-5-4
DI CATALDO, Santa; Vinco, Sara; Urgese, Gianvito; Calignano, Flaviana; Ficarra, Elisa; ... (2021)
Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions. In: PROCEEDINGS OF THE IEEE, vol. 109, pp. 326-346. ISSN 0018-9219
Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; ... (2021)
In-Situ Monitoring of Additive Manufacturing. In: Predictive Maintenance in Smart Factories / S.N., S.L., Springer, Singapore, pp. 207-228. ISBN: 978-981-16-2939-6
Urgese, Gianvito; Parisi, Emanuele; Scicolone, Orazio; Di Cataldo, Santa; Ficarra, Elisa (2020)
BioSeqZip: a collapser of NGS redundant reads for the optimisation of sequence analysis. In: BIOINFORMATICS. ISSN 1367-4803
Lovino, Marta; Ciaburri, Maria Serena; Urgese, Gianvito; Di Cataldo, Santa; Ficarra, ... (2020)
DEEPrior: a deep learning tool for the prioritization of gene fusions. In: BIOINFORMATICS. ISSN 1367-4803
Ponzio, Francesco; Deodato, Giacomo; Macii, Enrico; DI CATALDO, Santa; Ficarra, Elisa (2020)
Exploiting "uncertain" deep networks for data cleaning in digital pathology. In: IEEE International Symposium on Biomedical Imaging, Coralville (USA), 3-7 Aprile 2020, pp. 1139-1143
Lovino, Marta; Urgese, Gianvito; Macii, Enrico; DI CATALDO, Santa; Ficarra, Elisa (2020)
Predicting the oncogenic potential of gene fusions using convolutional neural networks. In: Computational Intelligence Methods for Bioinformatics and Biostatistics / S.N., S.L., Springer International Publishing, pp. 277-284. ISBN: 978-3-030-34584-6
Ciglieri, Elisa; Vacca, Maurizia; Ferrini, Francesco; Atteya, Mona A; Aimar, Patrizia; ... (2020)
Cytoarchitectural analysis of the neuron-to-glia association in the dorsal root ganglia of normal and diabetic mice. In: JOURNAL OF ANATOMY. ISSN 0021-8782
Baek, Donkyu; Chen, Yukai; Bocca, Alberto; Bottaccioli, Lorenzo; DI CATALDO, Santa; ... (2019)
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles. In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, vol. 68, pp. 5471-5482. ISSN 0018-9545
Roberti, Ilaria; Lovino, Marta; Di Cataldo, Santa; Ficarra, Elisa; Urgese, Gianvito (2019)
Exploiting Gene Expression Profiles for the Automated Prediction of Connectivity between Brain Regions. In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, vol. 20. ISSN 1422-0067
Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; DI CATALDO, Santa (2019)
Going Deeper into Colorectal Cancer Histopathology. In: International Joint Conference on Biomedical Engineering Systems and Technologies / S.N., S.L., springer, pp. 114-131. ISBN: 9783030291952
Chen, Yukai; Baek, Donkyu; Kim, Jaemin; DI CATALDO, Santa; Chang, Naehyuck; Macii, ... (2019)
A SystemC-AMS Framework for the Design and Simulation of Energy Management in Electric Vehicles. In: IEEE ACCESS, vol. 7, pp. 25779-25791. ISSN 2169-3536
Bottaccioli, Lorenzo; DI CATALDO, Santa; Acquaviva, Andrea; Patti, Edoardo (2019)
Realistic Multi-Scale Modelling of Household Electricity Behaviours. In: IEEE ACCESS, vol. 7, pp. 2467-2489. ISSN 2169-3536
Ponzio, Francesco; Urgese, Gianvito; Ficarra, Elisa; DI CATALDO, Santa (2019)
Dealing with Lack of Training Data for Convolutional Neural Networks: The Case of Digital Pathology. In: ELECTRONICS, vol. 8. ISSN 2079-9292
Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Enrico; Di Cataldo, Santa; Acquaviva, ... (2019)
A Non-Linear Autoregressive Model for Indoor Air-Temperature Predictions in Smart Buildings. In: ELECTRONICS, vol. 8, pp. 979-995. ISSN 2079-9292
Barchi, Francesco; Urgese, Gianvito; Siino, Alessandro; Di Cataldo, Santa; Macii, ... (2019)
Flexible on-line reconfiguration of multi-core neuromorphic platforms. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. ISSN 2168-6750
Lovino, Marta; Urgese, Gianvito; Macii, Enrico; Di Cataldo, Santa; Ficarra, Elisa (2019)
A Deep Learning Approach to the Screening of Oncogenic Gene Fusions in Humans. In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, vol. 20, pp. 1-13. ISSN 1422-0067
Baek, Donkyu; Chen, Yukai; Bocca, Alberto; DI CATALDO, Santa; Chang, Naehyuck (2019)
Estimation of the residual energy in battery electric vehicles. In: 2019 AEIT International Conference of Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), Torino, Italy, July 2-4, 2019, pp. 1-6. ISBN: 978-8-8872-3743-6
Aliberti, Alessandro; Pupillo, Irene; Terna, Stefano; Macii, Enrico; Di Cataldo, Santa; ... (2019)
A Multi-Patient Data Driven Approach to Blood Glucose Prediction. In: IEEE ACCESS, vol. 7, pp. 69311-69325. ISSN 2169-3536
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