Foto del docente

Matteo Francia

Junior assistant professor (fixed-term)

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

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, 2024, 14645, pp. 246 - 258 (atti di: 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, twn, 2024) [Contribution to conference proceedings]

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 [Scientific article]Open Access

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

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

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 [Scientific article]Open Access

Forresi, C; Francia, M; Gallinucci, E; Golfarelli, M, Cost-based Optimization of Multistore Query Plans, «INFORMATION SYSTEMS FRONTIERS», 2023, 25, pp. 1925 - 1951 [Scientific article]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, 2023, 3379, pp. 2 - 2 (atti di: 2023 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2023, grc, 2023) [Contribution to conference proceedings]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) [Contribution to conference proceedings]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 [Scientific article]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, 2023, 3478, pp. 545 - 554 (atti di: 31st Italian Symposium on Advanced Database Systems (SEBD 23), Galzignano Terme, Italy, July 2-5, 2023) [Contribution to conference proceedings]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 [Scientific article]

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, 2023, 3478, pp. 391 - 400 (atti di: 31st Symposium of Advanced Database Systems 2023 (SEBD 2023), Galzingano Terme, Italy, July 2nd to 5th, 2023) [Contribution to conference proceedings]Open Access

Baldi, E.; Quartieri, M.; Larocca, G.N.; Golfarelli, M.; Francia, M.; Giovanelli, J.; Xylogiannis, E.; Toselli, M., Smart irrigation system for precision water management: effect on yield and fruit quality of yellow fleshed kiwifruit in northern Italy, in: Precision agriculture ’23: Papers presented at the 14th European Conference on Precision Agriculture, Wagenigen, Wageningen Academic Publishers, 2023, pp. 59 - 66 (atti di: 14th European Conference on Precision Agriculture, Bologna, Italy, 2-6 July 2023) [Contribution to conference proceedings]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, 2023, 1850, pp. 211 - 220 (atti di: ADBIS 2023, Barcelona, Spain, September 4–7, 2023) [Contribution to conference proceedings]

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 [Scientific article]Open Access

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