Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 32nd cycle (2016-2019)
Ph.D. obtained in 2020
Dissertation:
Novel neural approaches to data topology analysis and telemedicine (Abstract)
Tutors:
Eros Gian Alessandro Pasero Giansalvo Cirrincione
Research presentation:
Video presentationProfile
Research topic
Novel neural approaches to data topology analysis and telemedicine
Research interests
Biography
IoT & AI Project Research Manager with a Ph.D. in Electrical, Electronics and Communications Engineering. Nearly 10 years of experience leading interdisciplinary teams to design IoT devices as well as to train and deploy deep learning and machine learning solutions for edge AI, healthcare and industrial monitoring. Proven ability to own projects end-to-end in dynamic environments, mentor junior researchers, and drive team progress toward shared goals. Skilled in PCB design, signal processing, wearable hardware, AI/ML, neural networks, and digital twins. Strong leadership, teamwork, and communication skills.
Scientific branch
(Area 0009 - Industrial and information engineering)
Awards and Honors
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Elettrica ed Energetica. Componente invitato
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente
Teachings
Master of Science
- Electronic systems engineering. A.A. 2017/18, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Electronic systems engineering. A.A. 2018/19, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
- Electronic systems engineering. A.A. 2019/20, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
Bachelor of Science
- Fondamenti di elettronica di potenza. A.A. 2018/19, INGEGNERIA ELETTRICA. Collaboratore del corso
- Fondamenti di elettronica di potenza. A.A. 2019/20, INGEGNERIA ELETTRICA. Collaboratore del corso
Teaching and training projects
Projects funded by commercial contracts
- "Corso introduzione al machine learning dalle basi alle potenziali applicazioni industriali”, (2024-2024) - Responsabile Scientifico
Commercial contracts
Other activities and projects related to teaching
Oct 2020 – Feb 2021 Assistant professor for the course “Electronic systems engineering” at Politecnico di Torino
Sep 2020 – Jan 2021 Innovation mentor for CLIK Challenge@PoliTo, A.I. - Shape the future
Sep 2020 Prototyping mentor at Inventor bootcamp of SEI (Turin, Italy) https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/
Oct 2019 – Feb 2020 Assistant professor for the course “Electronic systems engineering” at Politecnico di Torino
Oct 2019 – Feb 2020 Assistant professor for the course “Fondamenti di elettronica di potenza” at Politecnico di Torino
Sep 2019 Trainer at Inventor bootcamp of SEI (Turin, Italy) https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/
Jun 2019 Trainer at Italian Tech Weekend Innovation bootcamp - https://itwend.org/">https://itwend.org/">https://itwend.org/
Feb 2019 Trainer at Inventor bootcamp of SEI (Turin, Italy) https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/
Sep 2018 Trainer at Inventor bootcamp of SEI (Turin, Italy) https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/
Nov 2018 – Jun 2019 Trainer at Innovation for Change program of Politecnico di Torino and CDI Italia (Turin, Italy) - http://dottorato.polito.it/it/innovation">http://dottorato.polito.it/it/innovation">http://dottorato.polito.it/it/innovationforchange
Oct 2018 – Feb 2019 Assistant professor for the course “Electronic systems engineering” at Politecnico di Torino
Oct 2018 – Feb 2019 Teacher Assistant for the course “Fondamenti di elettronica di potenza” at Politecnico di Torino
Feb 2018 Trainer at Inventor bootcamp of SEI (Turin, Italy) https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/">https://sei.it/scuola/inventor/
Nov 2017 – Jun 2018 Trainer at Innovation for Change program of Politecnico di Torino and SAFM (Turin, Italy) - http://dottorato.polito.it/it/innovation">http://dottorato.polito.it/it/innovation">http://dottorato.polito.it/it/innovationforchange
Research
Supervised PhD students
- Alessandro Casella. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 40, 2024-in progress)
- Federico Delrio. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 38, 2022-2026)
Thesis: From Morphology to Physiology: Limits of Data-Driven Learning and Physics-Informed Neural Networks for Cuffless Blood Pressure Estimation
Big Data, Machine Learning, Neural Networks and Data Science Biomedical devices and applications
Other activities and projects related to research
May 2019 – Present | Head of research of PoC funded project “PulsECG – Wearable unobtrusive cuffless blood pressure monitor” |
May 2020 – Present | Head of research of D.E.T.E.C.T project for automatic hail dent detection (funded by Regione Piemonte) |
Jun 2016 – Present | Head of research of ECG Watch - WEARABLE WIRELESS ELECTROCARDIOGRAM project (Patent - 2016-032-01) |
December 2017 | Feasibility study on hail damage detection systems on cars for G.P. Tecno srl |
Oct 2017 | Pre-feasibility study for hail damage detection systems on cars for G.P. Tecno srl |
Aug 2017 – Aug 2018 | VITAL-ECG project: funded by Proof of Concept (POC) grant of Politecnico di Torino |
Publications
PoliTO co-authors
Last years publications
Publications by type
Works published during the Ph.D. View all publications in Porto@Iris
- Paviglianiti, Annunziata; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, EROS GIAN ... (2020)
Neural Recurrent Approches to Noninvasive Blood Pressure Estimation. In: 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, United Kingdom, 19-24 July 2020, pp. 1-7. ISBN: 978-1-7281-6926-2
Contributo in Atti di Convegno (Proceeding) - Paviglianiti, A.; Randazzo, V.; Pasero, E.; Vallan, A. (2020)
Noninvasive Arterial Blood Pressure Estimation using ABPNet and VITAL-ECG. In: 2020 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2020, Dubrovnik (Cro), 25-28 May 2020, pp. 1-5. ISBN: 978-1-7281-4460-3
Contributo in Atti di Convegno (Proceeding) - Barbiero, Pietro; Lovino, Marta; Siviero, Mattia; Ciravegna, Gabriele; Randazzo, ... (2020)
Unsupervised Multi-Omic Data Fusion: the Neural Graph Learning Network. In: 16th International Conference on Intelligent Computing, ICIC 2020, Bari (ita), Ottobre 2020, pp. 172-182. ISSN 1611-3349. ISBN: 978-3-030-60798-2
Contributo in Atti di Convegno (Proceeding) - Randazzo, V.; Ferretti, J.; Pasero, E. (2020)
A wearable smart device to monitor multiple vital parameters—VITAL ECG. In: ELECTRONICS, vol. 9. ISSN 2079-9292
Contributo su Rivista - Cirrincione, G.; Ciravegna, G.; Barbiero, P.; Randazzo, V.; Pasero, E. (2020)
The GH-EXIN neural network for hierarchical clustering. In: NEURAL NETWORKS, vol. 121, pp. 57-73. ISSN 0893-6080
Contributo su Rivista - Paviglianiti, A.; Randazzo, V.; Cirrincione, G.; Pasero, E. (2020)
Double Channel Neural Non Invasive Blood Pressure Prediction. In: 16th International Conference on Intelligent Computing, ICIC 2020, ita, 2020, pp. 160-171. ISBN: 978-3-030-60798-2
Contributo in Atti di Convegno (Proceeding) - Ferretti, J.; Barbiero, P.; Randazzo, V.; Cirrincione, G.; Pasero, E. (2020)
Towards Uncovering Feature Extraction from Temporal Signals in Deep CNN: The ECG Case Study. In: 2020 International Joint Conference on Neural Networks, IJCNN 2020, gbr, 2020, pp. 1-7. ISBN: 978-1-7281-6926-2
Contributo in Atti di Convegno (Proceeding) - Cirrincione, Giansalvo; Randazzo, Vincenzo; Kumar, Rahul R.; Cirrincione, Maurizio; ... (2020)
Growing Curvilinear Component Analysis (GCCA) for Stator Fault Detection in Induction Machines. In: Neural Approaches to Dynamics of Signal Exchanges / Esposito A., Faundez-Zanuy M., Morabito F., Pasero E., S.L., Springer Singapore, pp. 235-244. ISBN: 978-981-13-8950-4
Contributo in Volume - Ferretti, Jacopo; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, Eros (2020)
1-D Convolutional Neural Network for ECG Arrhythmia Classification. In: Progresses in Artificial Intelligence and Neural Systems / Esposito A., Faundez-Zanuy M., Morabito F., Pasero E., S.L., Springer Singapore, pp. 269-279. ISBN: 978-981-15-5093-5
Contributo in Volume - Randazzo, Vincenzo; Cirrincione, Giansalvo; Paviglianiti, Annunziata; Pasero, Eros; ... (2020)
Neural feature extraction for the analysis of Parkinsonian patient handwriting. In: Progresses in Artificial Intelligence and Neural Systems / Esposito A., Faundez-Zanuy M., Morabito F., Pasero E., S.L., Springer Singapore, pp. 243-253. ISBN: 978-981-15-5093-5
Contributo in Volume - Randazzo, V.; Cirrincione, G.; Pasero, E. (2020)
Shallow Neural Network for Biometrics from the ECG-WATCH. In: 16th International Conference on Intelligent Computing, ICIC 2020, ita, 2020, pp. 259-269. ISBN: 978-3-030-60798-2
Contributo in Atti di Convegno (Proceeding) - Cirrincione, Giansalvo; Randazzo, Vincenzo; Pasero, Eros (2020)
A Neural Based Comparative Analysis for Feature Extraction from ECG Signals. In: Neural Approaches to Dynamics of Signal Exchanges / S.N., S.L., Springer Singapore, pp. 247-256. ISBN: 978-981-13-8952-8
Contributo in Volume - Randazzo, Vincenzo (2020)
Novel neural approaches to data topology analysis and telemedicine. relatore: PASERO, EROS GIAN ALESSANDRO; CIRRINCIONE, GIANSALVO; , 32. XXXII Ciclo, P.: 218
Doctoral Thesis - Randazzo, V.; Ferretti, Jacopo; Pasero, E. (2019)
ECG WATCH: A real time wireless wearable ECG. In: 2019 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2019, Kadir Has University (KHU), tur, 2019, pp. 1-6. ISBN: 978-1-5386-8428-3
Contributo in Atti di Convegno (Proceeding) - Ferrero, Renato; GHAZI VAKILI, Mohammad; Giusto, Edoardo; Guerrera, Mauro; Randazzo, ... (2019)
Ubiquitous fridge with natural language interaction. In: 2019 IEEE International Conference on RFID Technology and Applications (RFID-TA), Pisa (Italia), 25-27 Settembre 2019, pp. 404-409
Contributo in Atti di Convegno (Proceeding) - Cino, Marco; Zaretskaya, Maryia; Pirrone, Vito; Tiberino, Maria Sole; Cornetto, Stefano; ... (2018)
Metodo di processo digitale di un segnale audio e relativo sistema per uso in un impianto produttivo con macchinari. N. brevetto: 102018000002927, propr. brevetto: Politecnico di Torino
Brevetti - Randazzo, Vincenzo; Cirrincione, Giansalvo; Ciravegna, Gabriele; Pasero, Eros (2018)
Nonstationary topological learning with bridges and convex polytopes: The G-EXIN neural network. In: 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro(Bra), 8-13 July 2018, pp. 1-6. ISBN: 9781509060146
Contributo in Atti di Convegno (Proceeding) - Cirrincione, G.; Cirrincione, M.; Guilbert, D.; Mohammadi, A.; Randazzo, V. (2018)
Power Switch Open-Circuit Fault Detection in an Interleaved DC/DC Buck Converter for Electrolyzer Applications by Using Curvilinear Component Analysis. In: 2018 21st International Conference on Electrical Machines and Systems (ICEMS), Jeju (South Korea), 7-10 Oct. 2018, pp. 2221-2225. ISBN: 978-89-86510-20-1
Contributo in Atti di Convegno (Proceeding) - Randazzo, Vincenzo; Pasero, Eros; Navaretti, Silvio (2018)
VITAL-ECG: A portable wearable hospital. In: Sensors Applications Symposium (SAS), 2018 IEEE, Seoul, Korea (South), Korea (South), 12-14 March 2018, pp. 1-6. ISBN: 978-1-5386-2092-2
Contributo in Atti di Convegno (Proceeding) - Cirrincione, Giansalvo; Randazzo, Vincenzo; Pasero, Eros (2018)
The Growing Curvilinear Component Analysis (GCCA) neural network. In: NEURAL NETWORKS, vol. 103, pp. 108-117. ISSN 0893-6080
Contributo su Rivista
Society and Enterprise
Patents and other intellectual properties
- SMART & CONCRETE 2. national Patent
Inventors: Costanza Anerdi Giuseppe Carlo Marano Jonathan Melchiorre Vincenzo Randazzo - SMART & CONCRETE. national Patent
Inventors: Costanza Anerdi Giuseppe Carlo Marano Jonathan Melchiorre Vincenzo Randazzo - MINI GREEN ULTRALIGHT EXPENDABLE RADIO SONDE FOR MICRO-PHYSICAL REMOTE SENSING IN WARM CLOUDS AND THE LOW ATMOSPHERE. national and international Patent
Inventors: Shahbozbek Abdunabiev Marco Allegretti Miryam Elizabeth Paredes Quintanilla Eros Gian Alessandro Pasero Vincenzo Randazzo Daniela Tordella - SoundBubble for blue collars. national and international Patent
Inventors: Vincenzo Randazzo - Sound Bubble. national and international Patent
Inventors: Vincenzo Randazzo