Associate Professor (L. 240)
Department of Control and Computer Engineering (DAUIN)
- Member of Interdepartmental Center IAM@PoliTo - Integrated Additive Manufacturing
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
Awards and Honors
- Premio Donna Innovazione conferred by Regione Piemonte con la partecipazione del Ministero del Lavoro, della Salute e delle Politiche Sociali e il Fondo Sociale Europeo., Italy (2010)
Teaching
Collegi of the PhD programmes
- NAZIONALE IN INTELLIGENZA ARTIFICIALE, 2021/2022 (38. ciclo)
Politecnico di TORINO - NAZIONALE IN INTELLIGENZA ARTIFICIALE, 2020/2021 (37. ciclo)
Politecnico di TORINO
Collegi of the degree programmes
Teachings
Master of Science
- Machine learning in applications. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Machine learning in applications. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Machine learning in applications. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Machine learning in applications. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Applied AI and machine learning. A.A. 2021/22, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Collaboratore del corso
- Bioinformatics. A.A. 2020/21, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Bioinformatics. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Bioinformatics. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Bioinformatica. A.A. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Inference in biological systems. A.A. 2019/20, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Collaboratore del corso
- Bioinformatics. A.A. 2018/19, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Bioinformatica. A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
Bachelor of Science
- Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Programming techniques. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Informatica. A.A. 2023/24, INGEGNERIA GESTIONALE. Titolare del corso
- Programming techniques. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Informatica. A.A. 2022/23, INGEGNERIA GESTIONALE. Titolare del corso
- Programming techniques. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Programming techniques. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Programming techniques. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2018/19, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2018/19, INGEGNERIA AEROSPAZIALE. Titolare del corso
Research
Research groups
Laboratories
Research projects
Projects funded by competitive calls
- BIG - Blue Is Green , (2024-2026) - Componente gruppo di Ricerca
PNRR – Complementary Plan
Projects funded by commercial contracts
- Supporto alla valutazione dei parametri influenti del processo di HPDC per la definizione del modello, (2019-2020) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Fabio Depaoli. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
- Alessio Mascolini. Programme in Intelligenza Artificiale (37th cycle, 2021-in progress)
Publications
Last years publications View all publications in Porto@Iris
- Cannizzaro, Davide; Antonioni, Paolo; Ponzio, Francesco; Galati, Manuela; Patti, ... (2024)
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing. In: JOURNAL OF INTELLIGENT MANUFACTURING. ISSN 0956-5515
Contributo su Rivista - Alamin, KHALED SIDAHMED SIDAHMED; Appello, Davide; Beghi, Alessandro; Dall’Ora, Nicola; ... (2024)
An AI-Enabled Framework for Smart Semiconductor Manufacturing. In: Design, Automation and Test in Europe Conference (DATE 2024), Valencia (Spain), 25 - 27 March 2024. ISBN: 978-3-9819263-8-5
Contributo in Atti di Convegno (Proceeding) - Gaiardelli, Sebastiano; Dall’Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; Fummi, ... (2024)
A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring. In: The 25th IEEE International Conference on Industrial Technology (ICIT 2024), Bristol (UK), 25-27 March, 2024. ISBN: 979-8-3503-4026-6
Contributo in Atti di Convegno (Proceeding) - Depaoli, Fabio; Felicioni, Stefano; Ponzio, Francesco; Aliberti, Alessandro; Macii, ... (2024)
Physics-Informed Neural Networks: a step towards data-driven optimization of additive manufacturing. In: IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Padova (Italy), 10th-13th September 2024. ISBN: 979-8-3503-6123-0
Contributo in Atti di Convegno (Proceeding) - Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa (2023)
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 214. ISSN 0957-4174
Contributo su Rivista - FONTANA CRESPO, RAFAEL NATALIO; Cannizzaro, Davide; Bottaccioli, Lorenzo; Macii, Enrico; ... (2023)
A Distributed Software Platform for Additive Manufacturing. In: IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2023), Sinaia, Romania, 12-15 September 2023. ISBN: 979-8-3503-3991-8
Contributo in Atti di Convegno (Proceeding) - Capogrosso, Luigi; Mascolini, Alessio; Girella, Federico; Skenderi, Geri; Gaiardelli, ... (2023)
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0. In: Forum on specification & Design Languages, Turin, Italy, 13-15 September 2023, pp. 1-4. ISBN: 979-8-3503-0737-5
Contributo in Atti di Convegno (Proceeding) - Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, ... (2023)
Robotic Arm Dataset (RoAD): a Dataset to Support the Design and Test of Machine Learning-driven Anomaly Detection in a Production Line. In: The 49th Annual Conference of the IEEE Industrial Electronics Society, Singapore, Singapore, 16-19 October 2023
Contributo in Atti di Convegno (Proceeding) - 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
Contributo in Atti di Convegno (Proceeding) - 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
Contributo su Rivista - 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
Contributo su Rivista - Chiarion, Giovanni; Ponzio, Francesco; Terna, Stefano; Moglia, Cristina; Patti, Edoardo; ... (2022)
e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex. In: IEEE ACCESS, vol. 10, pp. 130078-130088. ISSN 2169-3536
Contributo su Rivista - Cannizzaro, Davide; Simone, Filomena; Illgner-Fehns, Klaus; Mata, Sara; Mondino, Ivan; ... (2022)
Quality inspection of critical aircraft engine components: towards full automation. In: 2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Stuttgart (DE), 6th-9th September 2022
Contributo in Atti di Convegno (Proceeding) - 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
Contributo in Atti di Convegno (Proceeding) - 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
Contributo in Volume - 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
Contributo in Atti di Convegno (Proceeding) - 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
Contributo in Volume - 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
Contributo su Rivista - 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
Contributo su Rivista - 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
Contributo su Rivista