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Books and Theses

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2021
[b1]
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Matteo Francia:
Augmenting the Knowledge Pyramid with Unconventional Data and Advanced Analytics. University of Bologna, Italy, 2021

Journal Articles

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2024
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Colossal Trajectory Mining: A unifying approach to mine behavioral mobility patterns. Expert Syst. Appl. 238(Part E): 122055 (2024)
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Matteo Francia, Stefano Rizzi, Patrick Marcel:
Explaining cube measures through Intentional Analytics. Inf. Syst. 121: 102338 (2024)
2023
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Matteo Francia, Joseph Giovanelli, Giuseppe Pisano:
HAMLET: A framework for Human-centered AutoML via Structured Argumentation. Future Gener. Comput. Syst. 142: 182-194 (2023)
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Chiara Forresi, Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Cost-based Optimization of Multistore Query Plans. Inf. Syst. Frontiers 25(5): 1925-1951 (2023)
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Fengmei Jin, Wen Hua, Matteo Francia, Pingfu Chao, Maria E. Orlowska, Xiaofang Zhou:
A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing. IEEE Trans. Knowl. Data Eng. 35(6): 5577-5596 (2023)
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Matteo Francia, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Panos Vassiliadis:
Suggesting Assess Queries for Interactive Analysis of Multidimensional Data. IEEE Trans. Knowl. Data Eng. 35(6): 6421-6434 (2023)
2022
[j9]
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Matteo Francia, Joseph Giovanelli, Matteo Golfarelli:
Multi-sensor profiling for precision soil-moisture monitoring. Comput. Electron. Agric. 197: 106924 (2022)
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
COOL: A framework for conversational OLAP. Inf. Syst. 104: 101752 (2022)
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Matteo Francia, Patrick Marcel, Verónika Peralta, Stefano Rizzi:
Enhancing Cubes with Models to Describe Multidimensional Data. Inf. Syst. Frontiers 24(1): 31-48 (2022)
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Fengmei Jin, Wen Hua, Thomas Zhou, Jiajie Xu, Matteo Francia, Maria E. Orlowska, Xiaofang Zhou:
Trajectory-Based Spatiotemporal Entity Linking. IEEE Trans. Knowl. Data Eng. 34(9): 4499-4513 (2022)
2021
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Anna Giulia Leoni, Stefano Rizzi, Nicola Santolini:
Making data platforms smarter with MOSES. Future Gener. Comput. Syst. 125: 299-313 (2021)
2020
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Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
A-BI⁺: A framework for Augmented Business Intelligence. Inf. Syst. 92: 101520 (2020)
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Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
Summarization and visualization of multi-level and multi-dimensional itemsets. Inf. Sci. 520: 63-85 (2020)
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Nicola Santolini:
DART: De-Anonymization of personal gazetteers through social trajectories. J. Inf. Secur. Appl. 55: 102634 (2020)
2019
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Social BI to understand the debate on vaccines on the Web and social media: unraveling the anti-, free, and pro-vax communities in Italy. Soc. Netw. Anal. Min. 9(1): 46:1-46:16 (2019)

Conference and Workshop Papers

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2024
[c26]
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Matteo Francia, Matteo Golfarelli, Manuele Pasini:
Towards a Process-Driven Design of Data Platforms. DOLAP 2024: 28-35
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Matteo Francia, Joseph Giovanelli, Matteo Golfarelli:
AutoClues: Exploring Clustering Pipelines via AutoML and Diversification. PAKDD (1) 2024: 246-258
[c24]
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Chiara Forresi, Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Manuele Pasini:
Colossal Trajectory Mining: Semantic Co-movement Pattern Mining. SEBD 2024: 131-141
2023
[c23]
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Chiara Forresi, Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Streaming Approach to Schema Profiling. ADBIS (Short Papers) 2023: 211-220
[c22]
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Matteo Francia, Stefano Rizzi, Patrick Marcel:
The Whys and Wherefores of Cubes. DOLAP 2023: 43-50
[c21]
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Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
Describing and Assessing Cubes Through Intentional Analytics. EDBT 2023: 803-806
[c20]
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Chiara Forresi, Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
On the Optimization of Query Plans in Multistores. SEBD 2023: 391-400
[c19]
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Matteo Francia, Joseph Giovanelli, Matteo Golfarelli:
Fine-grained Soil Moisture Monitoring with PLUTO. SEBD 2023: 545-554
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Matteo Francia, Stefano Rizzi, Patrick Marcel:
Using Regression to Explain Cube Measures. SEBD 2023: 555-564
2022
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Insight-Based Vocalization of OLAP Sessions. ADBIS 2022: 193-206
[c16]
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Patrick Marcel, Verónika Peralta, Stefano Rizzi:
Describing Multidimensional Data Through Highlights. SEBD 2022: 36-43
2021
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Chiara Forresi, Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Optimizing Execution Plans in a Multistore. ADBIS 2021: 136-151
[c14]
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Matteo Francia, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Panos Vassiliadis:
Assess Queries for Interactive Analysis of Data Cubes. EDBT 2021: 121-132
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Conversational OLAP in Action. EDBT 2021: 646-649
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Conversational OLAP (Discussion Paper). SEBD 2021: 403-410
2020
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Antoine Chédin, Matteo Francia, Patrick Marcel, Verónika Peralta, Stefano Rizzi:
The Tell-Tale Cube. ADBIS 2020: 204-218
[c10]
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
Towards Conversational OLAP. DOLAP 2020: 6-15
[c9]
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Faten El Outa, Matteo Francia, Patrick Marcel, Verónika Peralta, Panos Vassiliadis:
Supporting the Generation of Data Narratives. ER Forum/Posters/Demos 2020: 168-172
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Faten El Outa, Matteo Francia, Patrick Marcel, Verónika Peralta, Panos Vassiliadis:
Towards a Conceptual Model for Data Narratives. ER 2020: 261-270
[c7]
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
OLAP Querying of Document Stores in the Presence of Schema Variety. SEBD 2020: 128-135
2019
[c6]
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Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
Augmented Business Intelligence. DOLAP 2019
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Matteo Francia, Enrico Gallinucci, Federico Vitali:
Map-Matching on Big Data: a Distributed and Efficient Algorithm with a Hidden Markov Model. MIPRO 2019: 1238-1243
2018
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Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
A Similarity Function for Multi-Level and Multi-Dimensional Itemsets. SEBD 2018
2017
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Matteo Francia, Danilo Pianini, Jacob Beal, Mirko Viroli:
Towards a Foundational API for Resilient Distributed Systems Design. FAS*W@SASO/ICCAC 2017: 27-32
2016
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Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Social Business Intelligence in Action. CAiSE 2016: 33-48
2014
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Matteo Francia, Matteo Golfarelli, Stefano Rizzi:
A methodology for social BI. IDEAS 2014: 207-216

Informal and Other Publications

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2020
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Fengmei Jin, Wen Hua, Thomas Zhou, Jiajie Xu, Matteo Francia, Maria E. Orlowska, Xiaofang Zhou:
Trajectory-Based Spatiotemporal Entity Linking. CoRR abs/2010.01516 (2020)

Coauthor Index

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