Archivio Istituzionale della RicercaDI CATALDO, SANTA
DI CATALDO, SANTA
Dipartimento di Automatica e Informatica
019491
A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring
2024 Gaiardelli, Sebastiano; Dall’Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; Fummi, Franco; DI CATALDO, Santa; Vinco, Sara
An AI-Enabled Framework for Smart Semiconductor Manufacturing
2024 Alamin, KHALED SIDAHMED SIDAHMED; Appello, Davide; Beghi, Alessandro; Dall’Ora, Nicola; Depaoli, Fabio; DI CATALDO, Santa; Fummi, Franco; Gaiardelli, Sebastiano; Lora, Michele; Macii, Enrico; Mascolini, Alessio; Pagano, Daniele; Ponzio, Francesco; Antonio Susto, Gian; Vinco, Sara
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing
2024 Cannizzaro, Davide; Antonioni, Paolo; Ponzio, Francesco; Galati, Manuela; Patti, Edoardo; Di Cataldo, Santa
Physics-Informed Neural Networks: a step towards data-driven optimization of additive manufacturing
2024 Depaoli, Fabio; Felicioni, Stefano; Ponzio, Francesco; Aliberti, Alessandro; Macii, Enrico; Bondioli, Federica; Padovano, Elisa; DI CATALDO, Santa
VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge
2024 Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; Di Cataldo, Santa; Fummi, Franco
A Distributed Software Platform for Additive Manufacturing
2023 FONTANA CRESPO, RAFAEL NATALIO; Cannizzaro, Davide; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo; DI CATALDO, Santa
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0
2023 Capogrosso, Luigi; Mascolini, Alessio; Girella, Federico; Skenderi, Geri; Gaiardelli, Sebastiano; Dall'Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; DI CATALDO, Santa; Vinco, Sara; Macii, Enrico; Fummi, Franco; Cristani, Marco
Robotic Arm Dataset (RoAD): a Dataset to Support the Design and Test of Machine Learning-driven Anomaly Detection in a Production Line
2023 Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; DI CATALDO, Santa; Fummi, Franco
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality
2023 Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex
2022 Chiarion, Giovanni; Ponzio, Francesco; Terna, Stefano; Moglia, Cristina; Patti, Edoardo; DI CATALDO, Santa; Roatta, Silvestro
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations
2022 Mascolini, Alessio; Cardamone, Dario; Ponzio, Francesco; Di Cataldo, Santa; Ficarra, Elisa
High Resolution Explanation Maps for CNNs using Segmentation Networks
2022 Mascolini, Alessio; Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
In-situ defect detection of metal Additive Manufacturing: an integrated framework
2022 Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; Chen, Yukai; Macii, Alberto; Patti, Edoardo; Di Cataldo, Santa
Quality inspection of critical aircraft engine components: towards full automation
2022 Cannizzaro, Davide; Simone, Filomena; Illgner-Fehns, Klaus; Mata, Sara; Mondino, Ivan; Ghiazza, Alberto; Poncino, Massimo; Di Cataldo, Santa
A Bayesian approach to Expert Gate Incremental Learning
2021 Mieuli, Valerio; Ponzio, Francesco; Mascolini, Alessio; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images
2021 Mascolini, Alessio; Puzzo, S.; Incatasciato, G.; Ponzio, F.; Ficarra, E.; Di Cataldo, S.
Image analytics and machine learning for in-situ defects detection in Additive Manufacturing
2021 Cannizzaro, Davide; Giuseppe Varrella, Antonio; Paradiso, Stefano; Sampieri, Roberta; Macii, Enrico; Patti, Edoardo; DI CATALDO, Santa
In-Situ Monitoring of Additive Manufacturing
2021 Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; Macii, Enrico; Poncino, Massimo; Patti, Edoardo; Di Cataldo, Santa
Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution
2021 Cataldo, Santa Di; Lee, Sukhan; Macii, Enrico; Vogel-Heuser, Birgit
Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays
2021 Jahier Pagliari, Daniele; Di Cataldo, Santa; Patti, Edoardo; Macii, Alberto; Macii, Enrico; Poncino, Massimo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring / Gaiardelli, Sebastiano; Dall’Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; Fummi, Franco; DI CATALDO, Santa; Vinco, Sara. - ELETTRONICO. - (2024). (Intervento presentato al convegno The 25th IEEE International Conference on Industrial Technology (ICIT 2024) tenutosi a Bristol (UK) nel 25-27 March, 2024) [10.1109/ICIT58233.2024.10541026]. | 1-gen-2024 | Francesco PonzioSanta Di CataldoSara Vinco + | A_Data_Fusion_Service_Oriented_Infrastructure_for_Production_Line_Monitoring_ICIT.pdf; A_Data_Fusion_Service-Oriented_Infrastructure_for_Production_Line_Monitoring.pdf |
| An AI-Enabled Framework for Smart Semiconductor Manufacturing / Alamin, KHALED SIDAHMED SIDAHMED; Appello, Davide; Beghi, Alessandro; Dall’Ora, Nicola; Depaoli, Fabio; DI CATALDO, Santa; Fummi, Franco; Gaiardelli, Sebastiano; Lora, Michele; Macii, Enrico; Mascolini, Alessio; Pagano, Daniele; Ponzio, Francesco; Antonio Susto, Gian; Vinco, Sara. - ELETTRONICO. - (2024). (Intervento presentato al convegno Design, Automation and Test in Europe Conference (DATE 2024) tenutosi a Valencia (Spain) nel 25 - 27 March 2024). | 1-gen-2024 | Khaled Sidahmed Sidahmed AlaminFabio DepaoliSanta Di CataldoEnrico MaciiAlessio MascoliniFrancesco PonzioSara Vinco + | 2023_DATE_MPPj_SMART_IC (3).pdf; An_AI-Enabled_Framework_for_Smart_Semiconductor_Manufacturing.pdf |
| Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing / Cannizzaro, Davide; Antonioni, Paolo; Ponzio, Francesco; Galati, Manuela; Patti, Edoardo; Di Cataldo, Santa. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - (2024). [10.1007/s10845-024-02359-6] | 1-gen-2024 | Cannizzaro, DavideAntonioni, PaoloPonzio, FrancescoGalati, ManuelaPatti, EdoardoDi Cataldo, Santa | s10845-024-02359-6.pdf |
| Physics-Informed Neural Networks: a step towards data-driven optimization of additive manufacturing / Depaoli, Fabio; Felicioni, Stefano; Ponzio, Francesco; Aliberti, Alessandro; Macii, Enrico; Bondioli, Federica; Padovano, Elisa; DI CATALDO, Santa. - ELETTRONICO. - (2024). (Intervento presentato al convegno IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA) tenutosi a Padova (Italy) nel 10th-13th September 2024) [10.1109/ETFA61755.2024.10710827]. | 1-gen-2024 | Fabio DepaoliStefano FelicioniFrancesco PonzioAlessandro AlibertiEnrico MaciiFederica BondioliElisa PadovanoSanta Di Cataldo | Physics-Informed_Neural_Networks_A_Step_Towards_Data-Driven_Optimization_of_Additive_Manufacturing.pdf |
| VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge / Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; Di Cataldo, Santa; Fummi, Franco. - ELETTRONICO. - (2024). (Intervento presentato al convegno DAC '24: 61st ACM/IEEE Design Automation Conference tenutosi a San Francisco (USA) nel June 23-27, 2024) [10.1145/3649329.3655691]. | 1-gen-2024 | Mascolini, AlessioPonzio, FrancescoMacii, EnricoVinco, SaraDi Cataldo, SantaFummi, Franco + | 3649329.3655691.pdf; 2409.14816v2.pdf |
| A Distributed Software Platform for Additive Manufacturing / FONTANA CRESPO, RAFAEL NATALIO; Cannizzaro, Davide; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo; DI CATALDO, Santa. - (2023). (Intervento presentato al convegno IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2023) tenutosi a Sinaia, Romania nel 12-15 September 2023) [10.1109/ETFA54631.2023.10275694]. | 1-gen-2023 | Rafael Natalio Fontana CrespoDavide CannizzaroLorenzo BottaccioliEnrico MaciiEdoardo PattiSanta Di Cataldo | Paper_AM_Rafael.pdf; A_Distributed_Software_Platform_for_Additive_Manufacturing.pdf |
| Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0 / Capogrosso, Luigi; Mascolini, Alessio; Girella, Federico; Skenderi, Geri; Gaiardelli, Sebastiano; Dall'Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; DI CATALDO, Santa; Vinco, Sara; Macii, Enrico; Fummi, Franco; Cristani, Marco. - (2023), pp. 1-4. (Intervento presentato al convegno Forum on specification & Design Languages tenutosi a Turin, Italy nel 13-15 September 2023) [10.1109/FDL59689.2023.10272095]. | 1-gen-2023 | Luigi CapogrossoAlessio MascoliniFrancesco PonzioSanta Di CataldoSara VincoEnrico MaciiFranco Fummi + | WildAndCrazyIdea_FDL2023.pdf; Neuro-Symbolic_Empowered_Denoising_Diffusion_Probabilistic_Models_for_Real-Time_Anomaly_Detection_in_Industry_4.0_Wild-and-Crazy-Idea_Paper.pdf |
| Robotic Arm Dataset (RoAD): a Dataset to Support the Design and Test of Machine Learning-driven Anomaly Detection in a Production Line / Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; DI CATALDO, Santa; Fummi, Franco. - ELETTRONICO. - (2023), pp. -7. (Intervento presentato al convegno The 49th Annual Conference of the IEEE Industrial Electronics Society tenutosi a Singapore, Singapore nel 16-19 October 2023) [10.1109/IECON51785.2023.10311726]. | 1-gen-2023 | Alessio MascoliniFrancesco PonzioEnrico MaciiSara VincoSanta Di CataldoFranco Fummi + | TAD_dataset.pdf; Robotic_Arm_Dataset_RoAD_A_Dataset_to_Support_the_Design_and_Test_of_Machine_Learning-Driven_Anomaly_Detection_in_a_Production_Line.pdf |
| W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality / Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 214:(2023), p. 119121. [10.1016/j.eswa.2022.119121] | 1-gen-2023 | Ponzio, FrancescoMacii, EnricoFicarra, ElisaDi Cataldo, Santa | 1-s2.0-S095741742202139X-main.pdf; W2WNet__a_two_module_probabilistic_Convolutional_Neural_Network_with_embedded_data_cleansing_functionality.pdf |
| e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex / Chiarion, Giovanni; Ponzio, Francesco; Terna, Stefano; Moglia, Cristina; Patti, Edoardo; DI CATALDO, Santa; Roatta, Silvestro. - In: IEEE ACCESS. - ISSN 2169-3536. - 10:(2022), pp. 130078-130088. [10.1109/ACCESS.2022.3229143] | 1-gen-2022 | Giovanni ChiarionFrancesco PonzioEdoardo PattiSanta Di CataldoSilvestro Roatta + | CR_e-Pupil_IoT-Based_Augmentative_and_Alternative_Communication_Device_Exploiting_the_Pupillary_Near-Reflex.pdf |
| Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations / Mascolini, Alessio; Cardamone, Dario; Ponzio, Francesco; Di Cataldo, Santa; Ficarra, Elisa. - In: BMC BIOINFORMATICS. - ISSN 1471-2105. - 23:1(2022). [10.1186/s12859-022-04845-1] | 1-gen-2022 | Mascolini, AlessioPonzio, FrancescoDi Cataldo, Santa + | s12859-022-04845-1.pdf |
| High Resolution Explanation Maps for CNNs using Segmentation Networks / Mascolini, Alessio; Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa. - (2022), pp. 1-3. (Intervento presentato al convegno 2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) tenutosi a Rome (Italy) nel 12-16 September 2022) [10.1109/VL/HCC53370.2022.9833004]. | 1-gen-2022 | Mascolini, AlessioPonzio, FrancescoMacii, EnricoDi Cataldo, Santa + | VLHCC_2022_Camera_Ready (3).pdf; High_Resolution_Explanation_Maps_for_CNNs_using_Segmentation_Networks.pdf |
| In-situ defect detection of metal Additive Manufacturing: an integrated framework / Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; Chen, Yukai; Macii, Alberto; Patti, Edoardo; Di Cataldo, Santa. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - 10:1(2022), pp. 74-86. [10.1109/TETC.2021.3108844] | 1-gen-2022 | Cannizzaro, DavideParadiso, StefanoChen, YukaiMacii, AlbertoPatti, EdoardoDi Cataldo, Santa + | TETC_Additive_platform.pdf; In-Situ_Defect_Detection_of_Metal_Additive_Manufacturing_An_Integrated_Framework.pdf |
| Quality inspection of critical aircraft engine components: towards full automation / Cannizzaro, Davide; Simone, Filomena; Illgner-Fehns, Klaus; Mata, Sara; Mondino, Ivan; Ghiazza, Alberto; Poncino, Massimo; Di Cataldo, Santa. - ELETTRONICO. - (2022). (Intervento presentato al convegno 2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) tenutosi a Stuttgart (DE) nel 6th-9th September 2022) [10.1109/ETFA52439.2022.9921542]. | 1-gen-2022 | Cannizzaro, DavidePoncino, MassimoDi Cataldo, Santa + | Quality inspection of critical aircraft engine components towards full automation.pdf; Quality_inspection_of_critical_aircraft_engine_components_towards_full_automation.pdf |
| A Bayesian approach to Expert Gate Incremental Learning / Mieuli, Valerio; Ponzio, Francesco; Mascolini, Alessio; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa. - (2021), pp. 1-7. (Intervento presentato al convegno 2021 International Joint Conference on Neural Networks (IJCNN) tenutosi a Shenzhen (China) nel 18-22 July 2021) [10.1109/IJCNN52387.2021.9534204]. | 1-gen-2021 | Ponzio, FrancescoMascolini, AlessioMacii EnricoFicarra, ElisaDi Cataldo, Santa + | IJCNN.pdf; A_Bayesian_approach_to_Expert_Gate_Incremental_Learning.pdf |
| A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images / Mascolini, Alessio; Puzzo, S.; Incatasciato, G.; Ponzio, F.; Ficarra, E.; Di Cataldo, S. - 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, 2021. - ISBN 978-981-15-5093-5. - pp. 125-136 [10.1007/978-981-15-5093-5_12] | 1-gen-2021 | MASCOLINI, ALESSIOF. PonzioE. FicarraS. Di Cataldo + | A_Novel_POC_Framework_for_ConvNets_on_WSIs.pdf; WIRN_2019.pdf |
| Image analytics and machine learning for in-situ defects detection in Additive Manufacturing / Cannizzaro, Davide; Giuseppe Varrella, Antonio; Paradiso, Stefano; Sampieri, Roberta; Macii, Enrico; Patti, Edoardo; DI CATALDO, Santa. - (2021), pp. 603-608. (Intervento presentato al convegno 2021 Design, Automation and Test in Europe Conference and Exhibition (DATE 2021) tenutosi a Virtual Conference (due to Covid-19) nel 2021) [10.23919/DATE51398.2021.9474175]. | 1-gen-2021 | Davide CannizzaroEnrico MacIiEdoardo PattiSanta Di Cataldo + | DATE2021_Additive_FCA.pdf; Image_analytics_and_machine_learning_for_in-situ_defects_detection_in_Additive_Manufacturing.pdf |
| In-Situ Monitoring of Additive Manufacturing / Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; Macii, Enrico; Poncino, Massimo; Patti, Edoardo; Di Cataldo, Santa (INFORMATION FUSION AND DATA SCIENCE). - In: Predictive Maintenance in Smart Factories[s.l] : Springer, Singapore, 2021. - ISBN 978-981-16-2939-6. - pp. 207-228 [10.1007/978-981-16-2940-2_10] | 1-gen-2021 | Cannizzaro, DavideMacii, EnricoPoncino, MassimoPatti, EdoardoDi Cataldo, Santa + | In-situ monitoring of Additive Manufacturing postprint.pdf; In-situ monitoring of Additive Manufacturing editorial version.pdf |
| Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution / Cataldo, Santa Di; Lee, Sukhan; Macii, Enrico; Vogel-Heuser, Birgit. - In: PROCEEDINGS OF THE IEEE. - ISSN 0018-9219. - ELETTRONICO. - 109:4(2021), pp. 320-325. [10.1109/JPROC.2021.3064103] | 1-gen-2021 | Cataldo, Santa DiMacii, Enrico + | 09383830.pdf |
| Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays / Jahier Pagliari, Daniele; Di Cataldo, Santa; Patti, Edoardo; Macii, Alberto; Macii, Enrico; Poncino, Massimo. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - 9:3(2021), pp. 1625-1636. [10.1109/TETC.2019.2908257] | 1-gen-2021 | Jahier Pagliari, DanieleDi Cataldo, SantaPatti, EdoardoMacii, AlbertoMacii, EnricoPoncino, Massimo | TETC_Journal_OLED.pdf; Low-Overhead_Adaptive_Brightness_Scaling_for_Energy_Reduction_in_OLED_Displays.pdf |