Moira: A goal-oriented incremental machine learning approach to dynamic resource cost estimation in distributed stream processing systems D Foroni, C Axenie, S Bortoli, M Al Hajj Hassan, R Acker, R Tudoran, ... Proceedings of the international workshop on real-time business intelligence …, 2018 | 9 | 2018 |
Topology-Preserving Simplification of OpenStreetMap Network Data for Large-scale Simulation in SUMO Z Meng, X Du, P Sottovia, D Foroni, C Axenie, A Wieder, D Eckhoff, ... SUMO Conference Proceedings 3, 181-197, 2022 | 7 | 2022 |
Real-time traffic jam detection and congestion reduction using streaming graph analytics Z Abbas, P Sottovia, MAH Hassan, D Foroni, S Bortoli 2020 IEEE International Conference on Big Data (Big Data), 3109-3118, 2020 | 7 | 2020 |
STARLORD: sliding window temporal accumulate-retract learning for online reasoning on datastreams C Axenie, R Tudoran, S Bortoli, MAH Hassan, D Foroni, G Brasche 2018 17th IEEE International Conference on Machine Learning and Applications …, 2018 | 7 | 2018 |
Estimating the extent of the effects of Data Quality through Observations D Foroni, M Lissandrini, Y Velegrakis 2021 IEEE 37th International Conference on Data Engineering (ICDE), 1913-1918, 2021 | 5 | 2021 |
Fuzzy modelling and inference for physics-aware road vehicle driver behaviour model calibration C Axenie, W Scherr, A Wieder, AS Torres, Z Meng, X Du, P Sottovia, ... Expert Systems with Applications 241, 122590, 2024 | 4 | 2024 |
The F4U system for understanding the effects of data quality D Foroni, M Lissandrini, Y Velegrakis 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2717-2720, 2021 | 2 | 2021 |
Tramesino: Traffic memory system for intelligent optimization of road traffic control C Axenie, R Shi, D Foroni, A Wieder, MAH Hassan, P Sottovia, M Grossi, ... Advanced Analytics and Learning on Temporal Data: 6th ECML PKDD Workshop …, 2021 | 2 | 2021 |
Obelisc: Oscillator-based modelling and control using efficient neural learning for intelligent road traffic signal calculation C Axenie, R Shi, D Foroni, A Wieder, MAH Hassan, P Sottovia, M Grossi, ... Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | 2 | 2021 |
Data management and smart cities M Brugnara, C Consonni, D Foroni, S Pasupathipillai, G Preti, P Sottovia, ... white paper, IEEE Smart Cities, 2019 | 1 | 2019 |
Methods and apparatus for calibrating a set of one more models of a physical system C Axenie, D Foroni, A Wieder, MAH Hassan, P Sottovia, M Grossi, ... WO Patent WO2023117070A1, 2023 | | 2023 |
Traffic signal offset prediction C Axenie, S Bortoli, D Foroni, G Brasche WO Patent WO2022100826A1, 2022 | | 2022 |
Preface to the 2nd Workshop on Search, Exploration, and Analysis in Heterogeneous Datastores D Mottin, M Lissandrini, SB Roy, Y Velegrakis CEUR Workshop Proceedings 2929, 2021 | | 2021 |
Putting Data Quality in Context. How to generate more accurate analyses D Foroni Università degli studi di Trento, 2019 | | 2019 |