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
He graduated cum laude at Università degli Studi di Palermo in Computer Engineering.
Among the others, his works have been published at Neural Networks journal and at IJCNN2015, WIRN2016, WIRN2017, WIRN2018, SAS2018, IJCNN2018.
His current research interests include: neural networks, data analysis, pattern recognition, diagnosis of nonlinear system, electrical drives, medical and biomedical applications.
He is an IEEE student member and the current treasurer of Politecnico di Torino IEEE Student Branch.
He is also the student representative both into the IEEC Doctoral council and into the DET Department council.
He has successfully participated to several programs about innovation, both as a mentor and as a student, such as EIA2017 and Innovation For Change 2017.
He has also won a grant from the DIGEP department called "Technology transfer: prototyping and business development activities in entrepreneurship start-up programs" to foster innovation and entrepreneurship culture among young talented.
Scientific branch
(Area 0009 - Industrial and information engineering)
Awards and Honors
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Elettrica. Componente invitato
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica (ETF). Componente invitato
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
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/" target="new">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/" target="new">https://sei.it/scuola/inventor/
Jun 2019 Trainer at Italian Tech Weekend Innovation bootcamp - https://itwend.org/" target="new">https://itwend.org/
Feb 2019 Trainer at Inventor bootcamp of SEI (Turin, Italy) https://sei.it/scuola/inventor/" target="new">https://sei.it/scuola/inventor/
Sep 2018 Trainer at Inventor bootcamp of SEI (Turin, Italy) https://sei.it/scuola/inventor/" target="new">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" target="new">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/" target="new">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" target="new">http://dottorato.polito.it/it/innovationforchange
Research
Research fields
- Advanced machine learning for factory optimization
- Risk stratification in Brugada syndrome through AI-enhanced electrocardiograms
- Machine learning enhanced analysis of ECG data
- Battery ageing estimation with artificial intelligence
- PulsEcg - cuffless arterial blood pressure measurement device
- Mini green ultralight expendable radio sonde
Supervised PhD students
- Federico Delrio. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 38, 2022-in progress)
Research subject: Machine Learning Enhanced Analysis of ECG and Clinical Data
Big Data, Machine Learning, Neural Networks and Data Science Biomedical devices and applications 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
- 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, 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) - 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, hrv, 2020, pp. 1-5. ISBN: 978-1-7281-4460-3
Contributo in Atti di Convegno (Proceeding) - 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) - 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.; 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 - 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 - 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) - 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 - 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 - 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) - 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 - 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
Society and Enterprise
Patents and other intellectual properties
- 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 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