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Matteo Golfarelli

Full Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Director of Second Cycle Degree in Digital Transformation Management

Publications

Matteo Golfarelli; Lorenzo Baldacci, A Cost Model for SPARK SQL, «IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING», 2019, 5, pp. 819 - 832 [Scientific article]

Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, A Hybrid Architecture for Tactical and Strategic Precision Agriculture, in: Proceedings 21st International Conference on Big Data Analytics and Knowledge Discovery - DaWaK 2019, 2019, pp. 13 - 23 (atti di: 21st International Conference on Big Data Analytics and Knowledge Discovery - DaWaK 2019, Linz, Austria, 26-29/8/2019) [Contribution to conference proceedings]

Matteo Golfarelli, Simone Graziani, Stefano Rizzi, An Active Learning Approach to Build Adaptive Cost Models for Web Services, «DATA & KNOWLEDGE ENGINEERING», 2019, 119, pp. 89 - 104 [Scientific article]

Ben Hamadou H.; Gallinucci E.; Golfarelli M., Answering GPSJ queries in a polystore: A dataspace-based approach, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, 2019, 11788, pp. 189 - 203 (atti di: 38th International Conference on Conceptual Modeling, ER 2019, Salvador, Bahia, Brazil, 2019) [Contribution to conference proceedings]

Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Approximate OLAP of Document-Oriented Databases: a Variety-Aware Approach, «INFORMATION SYSTEMS», 2019, 85, pp. 114 - 130 [Scientific article]Open Access

Matteo Francia, Matteo Golfarelli, Stefano Rizzi, Augmented Business Intelligence, in: Proceedings Workshops of the EDBT/ICDT 2019 Joint Conference, 2019, pp. 1 - 10 (atti di: Workshops of the EDBT/ICDT 2019 Joint Conference, Lisbon, Portugal, March 26, 2019) [Contribution to conference proceedings]

Francia, Matteo; Gallinucci, Enrico; Golfarelli, Matteo, Social BI to understand the debate on vaccines on the Web and social media: unraveling the anti-, free, and pro-vax communities in Italy, «SOCIAL NETWORK ANALYSIS AND MINING», 2019, 9, Article number: 46 , pp. 1 - 16 [Scientific article]

Enrico Gallinucci; Matteo Golfarelli, SparkTune: tuning Spark SQL through query cost modeling, in: Advances in Database Technology - EDBT 2019, 22th International Conference on Extending Database Technology, Proceedings, OpenProceedings.org, 2019, pp. 546 - 549 (atti di: 22nd International Conference on Extending Database Technology (EDBT), Lisbon, Portugal, March 26-29, 2019) [Contribution to conference proceedings]

Simon Dobson; Matteo Golfarelli; Simone Graziani ; Stefano Rizzi, A Reference Architecture and Model for Sensor Data Warehousing, «IEEE SENSORS JOURNAL», 2018, 18, pp. 7659 - 7670 [Scientific article]

Matteo Francia, Matteo Golfarelli, Stefano Rizzi, A Similarity Function for Multi-Level and Multi-Dimensional Itemsets, in: Proceedings 26th Italian Symposium on Advanced Database Systems, CEUR-WS, 2018, 2161, pp. 1 - 8 (atti di: 26th Italian Symposium on Advanced Database Systems, Castellaneta Marina, June 24-27, 2018) [Contribution to conference proceedings]Open Access

Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Alberto Abelló, Oscar Romero, Interactive Multidimensional Modeling of Linked Data for Exploratory OLAP, «INFORMATION SYSTEMS», 2018, 77, pp. 86 - 104 [Scientific article]Open Access

Silvana Castano, Alfio Ferrara, E. Gallinucci, M. Golfarelli, Stefano Montanelli, L. Mosca, S. Rizzi, C. Vaccari, SABINE: A Multi-Purpose Dataset of Semantically-Annotated Social Content, in: Proceedings 17th International Semantic Web Conference, Springer Nature Switzerland, 2018, 11137, pp. 70 - 85 (atti di: International Semantic Web Conference, Monterey, US, Oct. 8-12, 2018) [Contribution to conference proceedings]

Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Schema profiling of document-oriented databases, «INFORMATION SYSTEMS», 2018, 75, pp. 13 - 25 [Scientific article]Open Access

Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Variety-Aware OLAP of Document-Oriented Databases, in: Proceedings Workshops of the EDBT/ICDT 2018 Joint Conference, 2018, pp. 1 - 10 (atti di: 20th International Workshop On Design, Optimization, Languages and Analytical Processing of Big Data, Vienna, Austria, 26 marzo 2018) [Contribution to conference proceedings]

Golfarelli, Matteo; Rizzi, Stefano, From Star Schemas to Big Data: 20+ Years of Data Warehouse Research, in: A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years, Heidelberg, Springer, 2017, pp. 93 - 107 [Chapter or essay]

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