Ph.D. in Ingegneria Informatica E Dei Sistemi , 32nd cycle (2016-2019)
Ph.D. obtained in 2020
Dissertation:
Machine learning techniques to forecast non-linear trends in smart environments (Abstract)
Tutors:
Enrico MaciiProfile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Awards and Honors
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Gestionale e della Produzione. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
- Collegio di Pianificazione e Progettazione. Componente invitato
Teachings
Bachelor of Science
- Informatica. A.A. 2017/18, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2018/19, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Supervised PhD students
- Ali Taherdoustmohammadi. Programme in Ingegneria Informatica E Dei Sistemi (cycle 41, 2026-in progress)
Research subject: LLM-Based Data Modelling, Co-Simulation and Control for Buildings and Districts
Controls and system engineering Data science, Computer vision and AI Parallel and distributed systems, Quantum computing Software engineering and Mobile computing Controls and system engineering Data science, Computer vision and AI Parallel and distributed systems, Quantum computing Software engineering and Mobile computing Controls and system engineering Data science, Computer vision and AI Parallel and distributed systems, Quantum computing Software engineering and Mobile computing
Publications
PoliTO co-authors
Last years publications
Publications by type
Works published during the Ph.D. View all publications in Porto@Iris
- Aliberti, Alessandro (2020)
Machine learning techniques to forecast non-linear trends in smart environments. relatore: MACII, Enrico; , 32. XXXII Ciclo, P.: 237
Doctoral Thesis - Aliberti, Alessandro; Bagatin, Andrea; Acquaviva, Andrea; Macii, Enrico; Patti, Edoardo (2020)
Data Driven Patient-Specialized Neural Networks for Blood Glucose Prediction. In: 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW 2020), London, United Kingdom, United Kingdom, 6-10 July 2020, pp. 1-6. ISBN: 978-1-7281-1485-9
Contributo in Atti di Convegno (Proceeding) - Aliberti, Alessandro; Bottaccioli, Lorenzo; Cirrincione, Giansalvo; Macii, Enrico; ... (2019)
Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions. In: Smart Cities, Green Technologies and Intelligent Transport Systems / Donnellan B., Klein C., Helfert M., Gusikhin O., Pascoal A., S.L., Springer, pp. 3-22. ISBN: 978-3-030-26632-5
Contributo in Volume - 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
Contributo su Rivista - 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
Contributo su Rivista - Aliberti, Alessandro; Ugliotti, FRANCESCA MARIA; Bottaccioli, Lorenzo; Cirrincione, ... (2018)
Indoor Air-Temperature Forecast for Energy-Efficient Management in Smart Buildings. In: 18th IEEE International Conference on Environment and Electrical Engineering (EEEIC), Palermo, Italy, 12-15 June 2018, pp. 1-6
Contributo in Atti di Convegno (Proceeding) - Aliberti, Alessandro; Bottaccioli, Lorenzo; Cirrincione, Giansalvo; Macii, Enrico; ... (2018)
Forecasting short-term solar radiation for photovoltaic energy predictions. In: 7th Conference on Smart Cities and Green ICT Systems (SMARTGREENS 2018), Funchal, Madeira, Portugal, 16 - 18 March 2018, pp. 44-53. ISBN: 978-989-758-292-9
Contributo in Atti di Convegno (Proceeding) - Aliberti, Alessandro; Camarda, Christian; Ferro, Valeria; Acquaviva, Andrea; Patti, ... (2017)
A Participatory Design Approach for Energy-Aware Mobile App for Smart Home Monitoring. In: 6th Conference on Smart Cities and Green ICT Systems (SMARTGREENS 2017), Porto, Portugal, 22-24 April, 2017, pp. 158-165. ISBN: 978-989-758-241-7
Contributo in Atti di Convegno (Proceeding) - Bottaccioli, Lorenzo; Aliberti, Alessandro; Ugliotti, FRANCESCA MARIA; Osello, Anna; ... (2017)
Building energy modelling and monitoring by integration of IoT devices and Building Information Models. In: 41st IEEE Annual Computer Software and Applications Conference (COMPSAC 2017), Torino, Italy, 4-8 July 2017, pp. 914-922
Contributo in Atti di Convegno (Proceeding)