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Matteo Francia

Ricercatore a tempo determinato tipo a) (junior)

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

Francia M.; Giovanelli J.; Golfarelli M., AutoClues: Exploring Clustering Pipelines via AutoML and Diversification, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, 14645, pp. 246 - 258 (atti di: 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, twn, 2024) [Contributo in Atti di convegno]

Francia M.; Gallinucci E.; Golfarelli M., Colossal Trajectory Mining: A unifying approach to mine behavioral mobility patterns, «EXPERT SYSTEMS WITH APPLICATIONS», 2024, 238, Article number: 122055, pp. 1 - 16 [articolo]Open Access

Matteo Francia, Stefano Rizzi, Patrick Marcel, Explaining Cube Measures Through Intentional Analytics, «INFORMATION SYSTEMS», 2024, 121, Article number: 102338, pp. 1 - 13 [articolo]Open Access

Francia M.; Golfarelli M.; Pasini M., Towards a Process-Driven Design of Data Platforms, in: CEUR Workshop Proceedings, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2024, 3653, pp. 28 - 35 (atti di: 26th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data, DOLAP 2024, ita, 2024) [Contributo in Atti di convegno]

Jin F.; Hua W.; Francia M.; Chao P.; Orowska M.; Zhou X., A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing, «IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING», 2023, 35, pp. 5577 - 5596 [articolo]

Forresi, C; Francia, M; Gallinucci, E; Golfarelli, M, Cost-based Optimization of Multistore Query Plans, «INFORMATION SYSTEMS FRONTIERS», 2023, 25, pp. 1925 - 1951 [articolo]Open Access

Francia M.; Gallinucci E.; Marcel P.; Peralta V., Data Platform Design, Management, and Optimization (DATAPLAT), in: Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2023, 3379, pp. 2 - 2 (atti di: 2023 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2023, grc, 2023) [Contributo in Atti di convegno]Open Access

Matteo Francia, Matteo Golfarelli, Stefano Rizzi, Describing and Assessing Cubes Through Intentional Analytics, in: Proceedings 26th International Conference on Extending Database Technology, 2023, pp. 803 - 806 (atti di: 26th International Conference on Extending Database Technology (EDBT 2023), Ioannina, Greece, March 28-31, 2023) [Contributo in Atti di convegno]Open Access

Emmi L.; Fernández R.; Gonzalez-de-Santos P.; Francia M.; Golfarelli M.; Vitali G.; Sandmann H.; Hustedt M.; Wollweber M., Exploiting the Internet Resources for Autonomous Robots in Agriculture, «AGRICULTURE», 2023, 13, Article number: 1005, pp. 1 - 22 [articolo]Open Access

Francia M.; Giovanelli J.; Golfarelli M., Fine-grained Soil Moisture Monitoring with PLUTO, in: Proceedings 31st Italian Symposium on Advanced Database Systems, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2023, 3478, pp. 545 - 554 (atti di: 31st Italian Symposium on Advanced Database Systems (SEBD 23), Galzignano Terme, Italy, July 2-5, 2023) [Contributo in Atti di convegno]Open Access

Francia M.; Giovanelli J.; Pisano G., HAMLET: A framework for Human-centered AutoML via Structured Argumentation, «FUTURE GENERATION COMPUTER SYSTEMS», 2023, 142, pp. 182 - 194 [articolo]

Forresi, C.; Francia, M.; Gallinucci, E.; Golfarelli, M., On the Optimization of Query Plans in Multistores (Discussion Paper), in: Proceedings of the 31st Symposium of Advanced Database Systems, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2023, 3478, pp. 391 - 400 (atti di: 31st Symposium of Advanced Database Systems 2023 (SEBD 2023), Galzingano Terme, Italy, July 2nd to 5th, 2023) [Contributo in Atti di convegno]Open Access

Forresi, Chiara; Francia, Matteo; Gallinucci, Enrico; Golfarelli, Matteo, Streaming Approach to Schema Profiling, in: New Trends in Database and Information Systems. ADBIS 2023., Cham, Springer, «COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE», 2023, 1850, pp. 211 - 220 (atti di: ADBIS 2023, Barcelona, Spain, September 4–7, 2023) [Contributo in Atti di convegno]

Matteo Francia, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Panos Vassiliadis, Suggesting assess queries for interactive analysis of multidimensional data, «IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING», 2023, 35, pp. 6421 - 6434 [articolo]Open Access

Matteo Francia, Stefano Rizzi, Patrick Marcel, The Whys and Wherefores of Cubes, in: Proceedings of the 25th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP), CEUR-WS, 2023, 3369, pp. 43 - 50 (atti di: 25th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2023), Ioannina, Greece, March 28, 2023) [Contributo in Atti di convegno]Open Access

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