Paolo Sottovia

According to our database, Paolo Sottovia authored at least 19 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fuzzy modelling and inference for physics-aware road vehicle driver behaviour model calibration.

Cristian Axenie, Wolfgang Scherr, Alexander Wieder, Anibal Siguenza-Torres, Zhuoxiao Meng, Xiaorui Du, Paolo Sottovia, Daniele Foroni, Margherita Grossi, Stefano Bortoli, Götz Brasche

Expert Syst. Appl., 2024

Pushing ML Predictions into DBMSs (Extended Abstract).

Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Pushing ML Predictions Into DBMSs.

Matteo Paganelli, Paolo Sottovia, Kwanghyun Park, Matteo Interlandi, Francesco Guerra

IEEE Trans. Knowl. Data Eng., October, 2023

2022

Topology-Preserving Simplification of OpenStreetMap Network Data for Large-scale Simulation in SUMO.

Zhuoxiao Meng, Xiaorui Du, Paolo Sottovia, Daniele Foroni, Cristian Axenie, Alexander Wieder, David Eckhoff, Stefano Bortoli, Alois Knoll, Christoph Sommer

Proceedings of the SUMO User Conference 2022, Virtual Event, May 9-11, 2022, 2022

2021

Transforming ML Predictive Pipelines into SQL with MASQ.

Francesco Del Buono, Matteo Paganelli, Paolo Sottovia, Matteo Interlandi, Francesco Guerra

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Using Descriptions for Explaining Entity Matches (Discussion Paper).

Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

OBELISC: Oscillator-Based Modelling and Control Using Efficient Neural Learning for Intelligent Road Traffic Signal Calculation.

Cristian Axenie, Rongye Shi, Daniele Foroni, Alexander Wieder, Mohamad Al Hajj Hassan, Paolo Sottovia, Margherita Grossi, Stefano Bortoli, Götz Brasche

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Querying Top-k Dominant Traffic Flows on Large Urban Road Networks.

Stella Maropaki, Paolo Sottovia, Stefano Bortoli

Proceedings of the 24th International Conference on Extending Database Technology, 2021

TRAMESINO: Traffic Memory System for Intelligent Optimization of Road Traffic Control.

Cristian Axenie, Rongye Shi, Daniele Foroni, Alexander Wieder, Mohamad Al Hajj Hassan, Paolo Sottovia, Margherita Grossi, Stefano Bortoli, Götz Brasche

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021

2020

Explaining data with descriptions.

Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra

Inf. Syst., 2020

GANNSTER: Graph-Augmented Neural Network Spatio-Temporal Reasoner for Traffic Forecasting.

Carlos Salort Sánchez, Alexander Wieder, Paolo Sottovia, Stefano Bortoli, Jan Baumbach, Cristian Axenie

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2020

Real-time Traffic Jam Detection and Congestion Reduction Using Streaming Graph Analytics.

Zainab Abbas, Paolo Sottovia, Mohamad Al Hajj Hassan, Daniele Foroni, Stefano Bortoli

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Parallelizing Computations of Full Disjunctions.

Matteo Paganelli, Domenico Beneventano, Francesco Guerra, Paolo Sottovia

Big Data Res., 2019

Discovering Order Dependencies through Order Compatibility.

Cristian Consonni, Paolo Sottovia, Alberto Montresor, Yannis Velegrakis

Proceedings of the Advances in Database Technology, 2019

Understanding Data in the Blink of an Eye.

Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

TuneR: Fine Tuning of Rule-based Entity Matchers.

Matteo Paganelli, Paolo Sottovia, Francesco Guerra, Yannis Velegrakis

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study.

Francesco Guerra, Paolo Sottovia, Matteo Paganelli, Maurizio Vincini

Proceedings of the 2019 IEEE International Congress on Big Data, 2019

Finding Synonymous Attributes in Evolving Wikipedia Infoboxes.

Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis

Proceedings of the Advances in Databases and Information Systems, 2019

2014

BPM Supported Privacy by Design for Cross-Organization Business Processes.

Jovan Stevovic, Paolo Sottovia, Maurizio Marchese, Giampaolo Armellin

Proceedings of the Service-Oriented Computing - ICSOC 2014 Workshops, 2014