Simone Monaco

Ricercatore a tempo determinato Legge 240/10 art.24-a
Dipartimento di Automatica e Informatica (DAUIN)

Business intelligence per big data. A.A. 2024/25, INGEGNERIA GESTIONALE. Collaboratore del corso
Distributed architectures for big data processing and analytics. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Data management and visualization. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Challenge@PoliTo by Students PoliTO - Living with natural risks. A.A. 2023/24, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
Big data: architectures and data analytics. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Data management and visualization. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Challenge@PoliTo by Firms - Enertech. A.A. 2022/23, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
Big data: architectures and data analytics. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Data management and visualization. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Data management and visualization. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Introduction to databases. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Monaco, Simone; Petrosino, Lorenzo; Xinaris, Christodoulos; Apiletti, Daniele (In stampa)
Tandem: a Confidence-based Approach for Precise Medical Image Segmentation. In: 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Workshops, Barcelona (ESP), August 25, 2024 - August 29, 2024
Contributo in Atti di Convegno (Proceeding)
Monaco, Simone (2025)
Theory-guided Data Science models. relatore: APILETTI, DANIELE; , 37. XXXVII Ciclo, P.: 125
Doctoral Thesis
Monaco, Simone; Apiletti, Daniele; Francica, Andrea; Cerquitelli, Tania (2025)
Quantify production planning efficiency through predictive modeling in manufacturing systems. In: COMPUTERS & INDUSTRIAL ENGINEERING, vol. 201. ISSN 0360-8352
Contributo su Rivista
Fassio, Simone; Monaco, Simone; Apiletti, Daniele (2024)
Deep Probability Segmentation: Are segmentation models probability estimators?. In: The 18th IEEE International Conference on Application of Information and Communication Technologies (AICT), Torino (ITA), 25-27 September 2024. ISBN: 979-8-3503-8753-7
Contributo in Atti di Convegno (Proceeding)
Monaco, Simone; Monaco, Luca; Apiletti, Daniele (2024)
Uncertainty-aware segmentation for rainfall prediction post processing. In: 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Workshops, Barcellona, August 25, 2024 - August 29, 2024
Contributo in Atti di Convegno (Proceeding)