Publications of Stefano Rizzi

Business Intelligence and Data Warehousing

• L. Antonelli, H. Badir, H. Bazza, S. Bimonte, S. Rizzi. Requirements Engineering for Continuous Queries on IoRT Data: A case study in agricultural autonomous robots monitoring. Proceedings 26th International Conference on Enterprise Information Systems (ICEIS 2024), Angers, Francia, 2024
• S. Bimonte, F. A. Coulibaly, S. Rizzi. An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology. Data and Knowledge Engineering, vol. 150, art. 102267, 2024.
• M. Francia, S. Rizzi, P. Marcel. Explaining Cube Measures Through Intentional Analytics. Information Systems, vol. 121, art. 102338, 2024.
• S. Bimonte, P. Marcel, S. Rizzi. Be High on Emotion: Coping with Emotions and Emotional Intelligence When Querying Data. Proceedings 27th East-European Conference on Advances in Databases and Information Systems (ADBIS 2023), pp. 82-91, Barcelona, Spain, 2023
• M. Francia, S. Rizzi, P. Marcel. Using Regression to Explain Cube Measures. Proceedings 31st Italian Symposium on Advanced Database Systems (SEBD 2023), pp. 555-564, Galzignagno Terme, Italy, 2023.
• H. Bazza, S. Bimonte, J. E. Plazas, L. Moiroux Arvis, H. Badir , J. C. Corrales, S. Rizzi. Towards a UML Profile for Designing Smart IoT Data-Centric Applications. Proceedings Forum of the 35th International Conference on Advanced Information Systems Engineering (CAiSE Forum 2023), pp. 9-16, Zaragoza, Spain, 2023.
• M. Francia, S. Rizzi, P. Marcel. The Whys and Wherefores of Cubes. Proceedings 25th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2023), pp. 43-50, Ioannina, Greece, 2023.
• F. A. Coulibaly, S. Bimonte, S. Rizzi. Towards a Multi-Model Approach to Support User-Driven Extensibility in Data Warehouses: Agro-ecology Case Study. Proceedings 2nd International Workshop on Data Platform Design, Management, and Optimization (DataPlat 2023), Ioannina, Greece, 2023.
• M. Francia, M. Golfarelli, S. Rizzi. Describing and Assessing Cubes Through Intentional Analytics. Proceedings 26th International Conference on Extending Database Technology (EDBT 2023), pp. 803-806, Ioannina, Greece, 2023.
• M. Francia, M. Golfarelli, P. Marcel, S. Rizzi, P. Vassiliadis. Suggesting assess queries for interactive analysis of multidimensional data. IEEE Transactions on Knowledge and Data Engineering, vol. 35, n. 9, pp. 6421-6434, 2023.
• S. Bimonte, E. Gallinucci, P. Marcel, S. Rizzi. Logical design of multi-model data warehouses. Knowledge and Information Systems, vol. 65, pp. 1067-1103, 2023.
• L. Antonelli, S. Bimonte, S. Rizzi. Multidimensional Modeling Driven From a Domain Language. Automated Software Engineering, vol. 30, art. 6, 2023.
• S. Rizzi. OLAP and NoSQL: Happily Ever After. Proceedings 26th East-European Conference on Advances in Databases and Information Systems (ADBIS 2022), pp. 35-44, Turin, Italy, 2022
• M. Francia, E. Gallinucci, M. Golfarelli, S. Rizzi. Insight-based vocalization of OLAP sessions. Proceedings 26th East-European Conference on Advances in Databases and Information Systems (ADBIS 2022), Turin, Italy, 2022
• M. Francia, E. Gallinucci, M. Golfarelli, P. Marcel, V. Peralta, S. Rizzi. Describing Multidimensional Data Through Highlights. Proceedings 30th Italian Symposium on Advanced Database Systems (SEBD 2022), Tirrenia, Italy, 2022.
• M. Francia, P. Marcel, V. Peralta, S. Rizzi. Enhancing Cubes with Models to Describe Multidimensional Data. Information Systems Frontiers, vol. 24, pp. 31-48, 2022.
• A. Chanson, N. Labroche, P. Marcel, S. Rizzi, V. T'Kindt. Automatic Generation of Comparison Notebooks for Interactive Data Exploration. Proceedings 25th International Conference on Extending Database Technology (EDBT 2022), pp. 274-284, Edinburgh, Scotland, 2022.
• H. Bazza, S. Bimonte, S. Rizzi, J. Laneurit, H. Badir. A UML Profile for Variety and Variability Awareness in Multidimensional Design: An application to Agricultural Robots. Proceedings 24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP@EDBT/ICDT 2022), Edinburgh, Scotland, 2022.
• S. Bimonte, E. Gallinucci, P. Marcel, S. Rizzi. Data Variety, Come As You Are in Multi-model Data Warehouses. Information Systems, vol. 104, art. 101734, 2022.
• S. Bimonte, A. Belhassena, C. Cariou, J. Laneurit, R. Moussa, G. Chalhoub, R. Wrembel, G. Picard, L. Bellatreche, A. Journaux, T. Heirman, A. Hassan, S. Rizzi. On Designing and Implementing Agro-ecology IoT Applications: Issues from Applied Research Projects. Proceedings 25th International Enterprise Distributed Object Computing Workshop (EDOCW), pp. 204-209, Gold Coast, Australia, 2021.
• M. Francia, E. Gallinucci, M. Golfarelli, A. G. Leoni, S. Rizzi, N. Santolini. Making data platforms smarter with MOSES. Future Generation Computer Systems, vol. 125, pp. 299-313, 2021.
• A. Lavalle, A. Maté, J. Trujillo, M. A. Teruel, S. Rizzi. A Methodology to Automatically Translate User Requirements Into Visualizations: Experimental Validation. Information and Software Technology, vol. 136, art. 106592, 2021.
• M. Francia, M. Golfarelli, P. Marcel, S. Rizzi, P. Vassiliadis. Assess Queries for Interactive Analysis of Data Cubes. Proceedings 24th International Conference on Extending Database Technology (EDBT 2021), pp. 121-132, Nicosia, Cyprus, 2021.
• A. Sakka, S. Bimonte, S. Rizzi, L. Sautot, F. Pinet, M. Bertolotto, A. Besnard, N. Rouillier. A profile-aware methodological framework for collaborative multidimensional modeling. Data and Knowledge Engineering, vol. 131-132, art. 101875, 2021.
• S. Bimonte, L. Antonelli, S. Rizzi. Requirements-Driven Data Warehouse Design Based on Enhanced Pivot Tables. Requirements Engineering, vol. 26, pp. 43-65, 2021.
• E. Gallinucci, M. Golfarelli, S. Rizzi. Mo.Re.Farming: A Hybrid Architecture for Tactical and Strategic Precision Agriculture. Data and Knowledge Engineering, vol. 129, pp. 1-16, 2020.
• A. Chédin, M. Francia, P. Marcel, V. Peralta, S. Rizzi. The Tell-Tale Cube. Proceedings 24th East-European Conference on Advances in Databases and Information Systems (ADBIS 2020), pp. 204-218, Lyon, France, 2020.
• M. Francia, M. Golfarelli, S. Rizzi. A-BI+: A Framework for Augmented Business Intelligence. Information Systems, vol. 92, art. 101520, 2020.
• M. Francia, E. Gallinucci, M. Golfarelli, S. Rizzi. OLAP Querying of Document Stores in the Presence of Schema Variety. Proceedings 28th Italian Symposium on Advanced Database Systems (SEBD 2020), Villasimius, Italy, 2020.
• S. Bimonte, Y. Hifde, M. Maliari, P. Marcel, S. Rizzi. To Each His Own: Accommodating Data Variety by a Multimodel Star Schema. Proceedings 22nd International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP@EDBT/ICDT 2020), pp. 66-73, Copenhagen, Danimarca, 2020.
• A. Chanson, B. Crulis, N. Labroche, P. Marcel, V. Peralta, S. Rizzi. The Traveling Analyst Problem: Definition and Preliminary Study. Proceedings 22nd International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP@EDBT/ICDT 2020), pp. 94-98, Copenhagen, Danimarca, 2020.
• M. Francia, M. Golfarelli, S. Rizzi. Summarization and Visualization of Multi-Level and Multi-Dimensional Itemsets. Information Sciences, vol. 520, pp. 63-85, 2020.
• M. Golfarelli, S. Rizzi. A Model-Driven Approach to Automate Data Visualization in Big Data Analytics. Information Visualization, vol. 19, n. 1, pp. 24-47, 2020.
• A. Lavalle, A. Maté, J. Trujillo, S. Rizzi. Visualization Requirements for Business Intelligence Analytics: A Goal-Based, Iterative Framework. Proceedings 27th IEEE International Requirements Engineering Conference (RE'19), pp. 109-119, Jeju Island, South Korea, 2019.
• E. Gallinucci, M. Golfarelli, S. Rizzi. A Hybrid Architecture for Tactical and Strategic Precision Agriculture. Proceedings 21st International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2019), Linz, Austria, 2019.
• P. Vassiliadis, P. Marcel, S. Rizzi. Beyond Roll-Up's and Drill-Down's: An Intentional Analytics Model to Reinvent OLAP. Information Systems, vol. 85, pp. 68-91, 2019.
• E. Gallinucci, M. Golfarelli, S. Rizzi. Approximate OLAP of Document-Oriented Databases: a Variety-Aware Approach. Information Systems, vol. 85, pp. 114-130, 2019.
• M. Golfarelli, S. Graziani, S. Rizzi. An Active Learning Approach to Build Adaptive Cost Models for Web Services. Data and Knowledge Engineering, vol. 119, pp. 89-104, 2019.
• M. Francia, M. Golfarelli, S. Rizzi. Augmented Business Intelligence. Proceedings Workshops of the EDBT/ICDT 2019 Joint Conference (EDBT/ICDT 2019), Lisbon, Portugal, 2019.
• S. Bimonte, S. Rizzi, L. Sautot, B. Fontaine. Volunteered multidimensional design to the test: The Farmland Biodiversity VGI4Bio project's experiment. Proceedings Workshops of the EDBT/ICDT 2019 Joint Conference (EDBT/ICDT 2019), Lisbon, Portugal, 2019.
• M. L. Chouder, S. Rizzi, R. Chalal. EXODuS: Exploratory OLAP over Document Stores. Information Systems, vol. 79, pp. 44-57, 2019.
• S. Castano, A. Ferrara, E. Gallinucci, M. Golfarelli, S. Montanelli, L. Mosca, S. Rizzi, C. Vaccari. SABINE: A Multi-Purpose Dataset of Semantically-Annotated Social Content. Proceedings 17th International Semantic Web Conference (ISWC 2018), pp. 70-85, Monterey, USA, 2018.
• S. Dobson, M. Golfarelli, S. Graziani, S. Rizzi. A Reference Architecture and Model for Sensor Data Warehousing. IEEE Sensors Journal, vol. 18, pp. 7659-7670, 2018.
• E. Gallinucci, M. Golfarelli, S. Rizzi, A. Abelló, O. Romero. Interactive Multidimensional Modeling of Linked Data for Exploratory OLAP. Information Systems, vol. 77, pp. 86-104, 2018 (self-archived version).
• M. Francia, M. Golfarelli, S. Rizzi. A Similarity Function for Multi-Level and Multi-Dimensional Itemsets. Proceedings 26th Italian Symposium on Advanced Database Systems (SEBD 2018), Castellaneta Marina, 2018.
• E. Gallinucci, M. Golfarelli, S. Rizzi. Schema Profiling of Document-Oriented Databases. Information Systems, vol. 75, pp. 13-25, 2018 (self-archived version).
• E. Gallinucci, M. Golfarelli, S. Rizzi. Variety-Aware OLAP of Document-Oriented Databases. Proceedings Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), Vienna, Austria, 2018.
• L. Baldacci, S. Graziani, M. Golfarelli, S. Rizzi. QETL: An Approach to On-Demand ETL from Non-Owned Data Sources. Data and Knowledge Engineering, vol. 112, pp. 17-37, 2017.
• M. Golfarelli, T. Pirini, S. Rizzi. Goal-Based Selection of Visual Representations for Big Data Analytics. Proceedings Sixth International Workshop on Modeling and Management of Big Data (MoBiD 2017), Valencia, Spain, pp. 47-57, 2017.
• M. Golfarelli, S. Rizzi. 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, S. Flesca, S. Greco, E. Masciari, D. Saccà (Eds.), Springer, pp. 93-107, 2017.
• E. Gallinucci, M. Golfarelli, S. Rizzi. Schema Profiling of Document Stores. Proceedings 25th Italian Symposium on Advanced Database Systems (SEBD 2017), Squillace Lido, Italy, pp. 9-16, 2017.
• M. L. Chouder, S. Rizzi, R. Chalal. Enabling Self-Service BI on Document Stores. Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), Venice, Italy, 2017.
• M. Scholl, S. Mansmann, M. Golfarelli, S. Rizzi. Visual Online Analytical Processing (OLAP). In Encyclopedia of Database Systems, 2nd Edition, L. Liu, T. Özsu (Eds.), Springer, 2017.
• S. Rizzi. What-if Analysis. In Encyclopedia of Database Systems, 2nd Edition, L. Liu, T. Özsu (Eds.), Springer, 2016.
• S. Rizzi. Business Intelligence. In Encyclopedia of Database Systems, 2nd Edition, L. Liu, T. Özsu (Eds.), Springer, 2016.
• M. Golfarelli, S. Graziani, S. Rizzi. Starry Vault: Automating Multidimensional Modeling from Data Vaults. Proceedings 20th East-European Conference on Advances in Databases and Information Systems (ADBIS 2016), Prague, Czech Republic, pp. 137-151, 2016.
• S. Rizzi, E. Gallinucci, M. Golfarelli, A. Abelló, O. Romero. Exploratory OLAP on Linked Data. Proceedings 24th Italian Symposium on Advanced Database Systems (SEBD 2016), Ugento, Italy, pp. 86-93, 2016.
• M. Francia, E. Gallinucci, M. Golfarelli, S. Rizzi. Social Business Intelligence in Action. Proceedings 28th International Conference on Advanced Information Systems Engineering (CAiSE 2016), Ljubljana, Slovenia, pp. 33-48, 2016.
• E. Gallinucci, M. Golfarelli, S. Rizzi. Advanced Topic Modeling for Social Business Intelligence. Information Systems, vol. 52, pp. 87-106, 2015.
• L. Baldacci, M. Golfarelli, S. Graziani, S. Rizzi. Analyzing Genomic Mappings with the GOLAM Framework. Proceedings 23rd Italian Symposium on Advanced Database Systems (SEBD 2015), Gaeta, Italy, pp. 80-87, 2015.
• M. Golfarelli, S. Graziani, S. Rizzi. An OLAM Operator for Multi-Dimensional Shrink. International Journal of Data Warehousing and Mining, vol. 11, n. 3, pp. 68-97, 2015.
• E. Gallinucci, M. Golfarelli, S. Rizzi. Meta-Stars: Dynamic, Schemaless, and Semantically-Rich Topic Hierarchies in Social BI. Proceedings 18th International Conference on Extending Database Technology (EDBT 2015), Brussels, Belgium, pp. 529-532, 2015.
• J. Aligon, E. Gallinucci, M. Golfarelli, P. Marcel, S. Rizzi. A Collaborative Filtering Approach for Recommending OLAP Sessions. Decision Support Systems, vol. 69, pp. 20-30, 2015.
• L. Baldacci, M. Golfarelli, S. Graziani, S. Rizzi. GOLAM: A Framework for Analyzing Genomic Data. Proceedings 17th International Workshop on Data Warehousing and OLAP (DOLAP 2014), Shangai, China, pp. 3-12, 2014.
• M. Golfarelli, M. Mantovani, F. Ravaldi, S. Rizzi. From Business Intelligence to Location Intelligence with the Lily Library. Proceedings 17th International Workshop on Data Warehousing and OLAP (DOLAP 2014), Shangai, China, pp. 33-36, 2014.
• S. Graziani, M. Golfarelli, S. Rizzi. Shrink: An OLAP Operation for Balancing Precision and Size of Pivot Tables. Data and Knowledge Engineering, vol. 93, pp. 19-41, 2014.
• M. Francia, M. Golfarelli, S. Rizzi. A Methodology for Social BI. Proceedings 18th International Database Engineering & Applications Symposium (IDEAS 2014), Porto, Portugal, pp. 207-216, 2014.
• S. Rizzi, E. Gallinucci. CubeLoad: a Parametric Generator of Realistic OLAP Workloads. Proceedings 26th International Conference on Advanced Information Systems Engineering (CAiSE 2014), Thessaloniki, Greece, pp. 610-624, 2014.
• J. Aligon, M. Golfarelli, P. Marcel, S. Rizzi, E. Turricchia. Similarity Measures for OLAP Sessions. Knowledge and Information Systems, vol. 39, n. 2, pp. 463-489, 2014.
• M. A. Boschetti, M. Golfarelli, S. Rizzi, E. Turricchia. A Lagrangian Heuristic for Sprint Planning in Agile Software Development. Computers and Operations Research, vol. 43, pp. 116-128, 2014.
• E. Gallinucci, M. Golfarelli, S. Rizzi. Meta-stars: multidimensional modeling for social business intelligence. Proceedings 16th International Workshop on Data Warehousing and OLAP (DOLAP 2013), S. Francisco, USA, pp. 11-18, 2013.
• S. Bimonte, E. Edoh-Alove, H. Nazih, M.-A. Kang, S. Rizzi. ProtOLAP: Rapid OLAP prototyping with on-demand data supply. Proceedings 16th International Workshop on Data Warehousing and OLAP (DOLAP 2013), S. Francisco, USA, pp. 61-66, 2013.
• M. Golfarelli, S. Rizzi, E. Turricchia. Multi-Sprint Planning and Smooth Replanning: An Optimization Model. Journal of Systems and Software, vol. 86, n. 9, pp. 2357-2370, 2013.
• M. Golfarelli, S. Rizzi. Honey, I Shrunk the Cube. Proceedings 17th East-European Conference on Advances in Databases and Information Systems (ADBIS 2013), Genoa, Italy, pp. 176-189, 2013.
• M. Golfarelli, M. Mantovani, F. Ravaldi, S. Rizzi. Lily: A Geo-Enhanced Library for Location Intelligence. Proceedings 15th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2013), Prague, Czech Republic, pp. 72-83, 2013.
• M.-A. Aufaure, N. Kuchmann-Beauger, P. Marcel, S. Rizzi, Y. Vanrompay. Predicting Your Next OLAP Query Based on Recent Analytical Sessions. Proceedings 15th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2013), Prague, Czech Republic, pp. 134-145, 2013.
• P. Ciaccia, M. Golfarelli, S. Rizzi. Efficient Derivation of Numerical Dependencies. Information Systems, vol. 38, n. 3, pp. 410-429, 2013.
• A. Abelló, J. Darmont, L. Etcheverry, M. Golfarelli, J.-N. Mazón, F. Naumann, T. Bach Pedersen, S. Rizzi, J. Trujillo, P. Vassiliadis, G. Vossen. Fusion Cubes: Towards Self-Service Business Intelligence. International Journal of Data Warehousing and Mining, vol. 9, n. 2, pp. 66-88, 2013.
• P. Marcel, R. Missaoui, S. Rizzi. Towards intensional answers to OLAP queries for analytical sessions. Proceedings 15th International Workshop on Data Warehousing and OLAP (DOLAP 2012), Maui, Hawaii, pp. 49-56, 2012.
• M. Golfarelli, S. Rizzi, E. Turricchia. Sprint Planning Optimization in Agile Data Warehouse Design. Proceedings 14th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2012), Vienna, Austria, pp. 30-41, 2012.
• M. Golfarelli, F. Mandreoli, W. Penzo, S. Rizzi, E. Turricchia. A Query Reformulation Framework for P2P OLAP. Proceedings 20th Italian Symposium on Advanced Database Systems (SEBD 2012), Venice, Italy, pp. 147-154, 2012.
• S. Rizzi. Collaborative business intelligence. In Business Intelligence - First European Summer School (eBISS 2011), Tutorial Lectures, M.-A. Aufaure and E. Zimanyi (Eds.), LNBIP 96, Springer, pp. 186-205, 2012.
• M. Golfarelli, F. Mandreoli, W. Penzo, S. Rizzi, E. Turricchia. OLAP Query Reformulation in Peer-to-Peer Data Warehousing. Information Systems, vol. 37, n. 5, pp. 393-411, 2012.
• M. Golfarelli, F. Mandreoli, W. Penzo, S. Rizzi, E. Turricchia. BIN: Business Intelligence Networks. In Business Intelligence Applications and the Web: Models, Systems and Technologies, IGI Global, pp. 244-265, 2011.
• A. Battaglia, M. Golfarelli, S. Rizzi. QBX: A CASE Tool for Data Mart Design. Proceedings 30th International Conference on Conceptual Modeling (ER 2011), Brussels, Belgium, pp. 358-363, 2011.
• J. Aligon, M. Golfarelli, P. Marcel, S. Rizzi, E. Turricchia. Mining Preferences from OLAP Query Logs for Proactive Personalization. Proceedings 15th East-European Conference on Advances in Databases and Information Systems (ADBIS 2011), Vienna, Austria, pp. 84-97, 2011.
• M. Golfarelli, S. Rizzi, E. Turricchia. Modern Software Engineering Methodologies Meet Data Warehouse Design: 4WD. Proceedings 13th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2011), Toulouse, France, pp. 66-79, 2011.
• M. Golfarelli, S. Rizzi. Data Warehouse Testing: A Prototype-Based Methodology. Information and Software Technology, vol. 53, n. 11, pp. 1183-1198, 2011.
• M. Golfarelli, S. Rizzi, P. Biondi. myOLAP: An approach to express and evaluate OLAP preferences. IEEE Transactions on Knowledge and Data Engineering, vol. 23, n. 7, pp. 1050-1064, 2011.
• M. Golfarelli, S. Rizzi. Temporal Data Warehousing: Approaches and Techniques. In Integrations of Data Warehousing, Data Mining and Database Technologies: Innovative Approaches, D. Taniar and L. Chen (Eds.), IGI Global, pp. 1-18, 2011.
• M. Golfarelli, S. Rizzi. What-If Application Design Using UML. In Integrations of Data Warehousing, Data Mining and Database Technologies: Innovative Approaches, D. Taniar and L. Chen (Eds.), IGI Global, pp. 287-306, 2011.
• M. Golfarelli, S. Rizzi. Data warehouse testing. International Journal of Data Warehousing and Mining, vol. 7, n. 2, pp. 25-42, 2011.
• P. Biondi, M. Golfarelli, S. Rizzi. Preference-Based Datacube Analysis with myOLAP. Proceedings International Conference on Data Engineering (ICDE 2011), Hannover, Germany, pp. 1328-1331, 2011.
• M. Golfarelli, F. Mandreoli, W. Penzo, S. Rizzi, E. Turricchia. Towards OLAP Query Reformulation in Peer-to-Peer Data Warehousing. Proceedings 13th International Workshop on Data Warehousing and OLAP (DOLAP 2010), Toronto, Canada, 2010.
• S. Rizzi. New Frontiers in Business Intelligence: Distribution and Personalization. 14th East-European Conference on Advances in Databases and Information Systems (ADBIS 2010), Novi Sad, Serbia, pp. 23-30, 2010.
• A. Carmè, J.-N. Mazón, S. Rizzi. A model-driven heuristic approach for detecting multidimensional facts in relational data sources. Proceedings 12th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2010), Bilbao, Spain, pp. 13-24, 2010.
• P. Ciaccia, M. Golfarelli, S. Rizzi. Efficiently bounding cardinality ratios through database constraints. Proceedings 18th Italian Symposium on Advanced Database Systems (SEBD 2010), Rimini, Italy, pp. 370-381, 2010.
• M. Golfarelli, S. Rizzi. A Comprehensive Approach to Data Warehouse Testing. Proceedings 12th International Workshop on Data Warehousing and OLAP (DOLAP 2009), Hong Kong, China, pp. 17-24, 2009.
• J. Pardillo, M. Golfarelli, S. Rizzi, J. Trujillo. Visual Modeling of Data Warehousing Flows with UML. Proceedings 11th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2009), Linz, Austria, pp. 36-47, 2009.
• M. Golfarelli, S. Rizzi. What-if simulation modeling in business intelligence. International Journal of Data Warehousing and Mining, vol. 5, n. 4, pp. 24-43, 2009.
• M. Golfarelli, S. Rizzi. Data Warehouse Design: Modern Principles and Methodologies. McGraw-Hill, 2009.
• M. Golfarelli, S. Rizzi. Expressing OLAP Preferences. 21st International Conference on Scientific and Statistical Database Management (SSDBM 2009), New Orleans, USA, pp. 83-91, 2009.
• M. Golfarelli, S. Rizzi. A survey on temporal data warehousing. International Journal of Data Warehousing and Mining, vol. 5, n. 1, pp. 1-17, 2009.
• M. Golfarelli, S. Rizzi. UML-Based Modeling for What-If Analysis. Proceedings 10th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2008), Turin, Italy, pp. 1-12, 2008.
• S. Rizzi. What-if Analysis. In Encyclopedia of Database Systems, L. Liu, T. Özsu (Eds.), Springer, 2009.
• S. Rizzi. Business Intelligence. In Encyclopedia of Database Systems, L. Liu, T. Özsu (Eds.), Springer, 2009.
• S. Rizzi. Conceptual modeling solutions for the data warehouse. In Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications, J. Wang (Ed.), Information Science Reference, pp. 208-227, 2008.
• M. Golfarelli, S. Rizzi. Managing late measurements in data warehouses. In Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications, J. Wang (Ed.), Information Science Reference, pp. 738-754, 2008.
• S. Rizzi. Data Warehouse. In Wiley Encyclopedia of Computer Science and Engineering, B. Wah (Ed.), John Wiley and Sons, 2008.
• P. Giorgini, S. Rizzi, M. Garzetti. GRAnD: A Goal-Oriented Approach to Requirement Analysis in Data Warehouses. Decision Support Systems, vol. 45, n. 1, pp. 4-21, 2008.
• S. Rizzi. OLAP Preferences: A Research Agenda Proceedings 10th International Workshop on Data Warehousing and OLAP (DOLAP 2007 - Invited panel paper), Lisbon, Portugal, pp. 99-100, 2007.
• M. Golfarelli, S. Rizzi. Managing late measurements in data warehouses. International Journal of Data Warehousing and Mining, vol. 3, n. 4, pp. 51-67, 2007.
• M. Terrovitis, P. Vassiliadis, S. Skiadopoulos, E. Bertino, B. Catania, A. Maddalena, S. Rizzi. Modeling and Language Support for the Management of Pattern-Bases. Data and Knowledge Engineering, vol. 62, n. 2, pp. 368-397, 2007.
• M. Golfarelli, S. Rizzi. X-Time: Schema Versioning and Cross-Version Querying in Data Warehouses. Proceedings 23rd International Conference on Data Engineering (ICDE 2007), Istanbul, Turkey, pp. 1471-1472, 2007.
• S. Rizzi, A. Abelló, J. Lechtenbörger, J. Trujillo. Research in Data Warehouse Modeling and Design: Dead or Alive? Proceedings 9th International Workshop on Data Warehousing and OLAP (DOLAP 2006), Arlington, USA, pp. 3-10, 2006.
• M. Golfarelli, S. Rizzi, A. Proli. Designing What-if Analysis: Towards a Methodology. Proceedings 9th International Workshop on Data Warehousing and OLAP (DOLAP 2006), Arlington, USA, pp. 51-58, 2006.
• S. Rizzi. Conceptual modeling solutions for the data warehouse. In Data Warehouses and OLAP: Concepts, Architectures and Solutions, R. Wrembel and C. Koncilia (Eds.), IRM Press, pp. 1-26, 2006.
• M. Golfarelli, J. Lechtenbörger, S. Rizzi, G. Vossen. Schema Versioning in Data Warehouses: Enabling Cross-Version Querying via Schema Augmentation. Data and Knowledge Engineering, vol. 59, n. 2, pp. 435-459, 2006.
• S. Rizzi, M. Golfarelli. What Time is it in the Data Warehouse? Proceedings 8th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2006), Krakow, Poland, pp.134-144, 2006.
• P. Giorgini, S. Rizzi, M. Garzetti. Goal-oriented requirement analysis for data warehouse design. Proceedings 8th International Workshop on Data Warehousing and OLAP (DOLAP 2005), Bremen, Germany, pp. 47-56, 2005.
• M. Golfarelli, S. Rizzi, I. Cella. Beyond data warehousing: What's next in business intelligence?. Proceedings 7th International Workshop on Data Warehousing and OLAP (DOLAP 2004), Washington DC, USA, pp. 1-6, 2004.
• M Golfarelli, J. Lechtenbörger, S. Rizzi, G. Vossen. Schema versioning in data warehouses. Proceedings 3rd International Workshop on Evolution and Change in Data Management (ECDM 2004), Shanghai, China, pp. 415-428, 2004.
• B. Catania, A. Maddalena, M. Mazza, E. Bertino, S. Rizzi. A Framework for Data Mining Pattern Management. Proceedings 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004), Pisa, Italy, pp. 87-98, 2004.
• S. Rizzi. UML-based conceptual modeling of pattern-bases. First International Workshop on Pattern Representation and Management (PaRMa'04), Heraklion, Greece, 2004.
• S. Rizzi, I.Y. Song. Report on the ACM Sixth International Workshop on Data Warehousing and OLAP (DOLAP 2003). ACM SIGIR Forum, vol. 38, n. 1, pp. 57-60, 2004.
• M. Golfarelli, V. Maniezzo, S. Rizzi. Materialization of Fragmented Views in Multidimensional Databases. Data and Knowledge Engineering, vol. 49, n. 3, pp. 325-351, 2004.
• S. Rizzi, E. Bertino, B. Catania, M. Golfarelli, M. Halkidi, M. Terrovitis, P. Vassiliadis, M. Vazirgiannis, E. Vrachnos. Towards a logical model for patterns. Proceedings 22nd International Conference on Conceptual Modeling (ER 2003), Chicago, USA, pp. 77-90, 2003.
• B. Vrdoljak, M. Banek, S. Rizzi. Designing Web Warehouses from XML Schemas. Proceedings 5th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2003), Prague, Czech Republic, pp. 89-98, 2003.
• I. Bartolini, E. Bertino, B. Catania, P. Ciaccia, M. Golfarelli, M. Patella, S. Rizzi. PAtterns for Next-generation DAtabase systems: preliminary results of the PANDA project. Proceedings Undicesimo Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati (SEBD 2003), Cetraro, Italy, pp. 293-300, 2003.
• P. Ciaccia, M. Golfarelli, S. Rizzi. Bounding the cardinality of aggregate views through domain-derived constraints. Data and Knowledge Engineering, vol. 45, n. 2, pp. 131-153, 2003.
• B. Vrdoljak, M. Banek, S. Rizzi. Automating conceptual design of web warehouses. Proceedings 7th International Conference on Telecommunications, Zagreb, Croatia, pp. 535-542, 2003.
• S. Rizzi, E. Saltarelli. View materialization vs. indexing: balancing space constraints in data warehouse design. Proceedings 15th Conference on Advanced Information Systems Engineering (CAISE'03), Velden, Austria, pp. 502-519, 2003.
• M. Golfarelli, S. Rizzi, E. Saltarelli. WAND: A CASE Tool for Workload-Based Design of a Data Mart. Proceedings Decimo Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati (SEBD 2002), Portoferraio, Italy, pp. 422-426, 2002.
• M. Golfarelli, S. Rizzi, E. Saltarelli. Index selection for data warehousing. Proceedings 4th International Workshop on Design and Management of Data Warehouses (DMDW'2002), Toronto, Canada, pp. 33-42, 2002.
• M. Golfarelli, S. Rizzi, B. Vrdoljak. Data warehouse design from XML sources. Proceedings ACM Third International Workshop on Data Warehousing and OLAP (DOLAP'01), Atlanta, USA, pp. 40-47, 2001.
• M. Golfarelli, S. Rizzi, B. Vrdoljak. Integrating xml sources into a data warehouse environment. Proceedings IEEE International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2001), Dubrovnik, Croatia, pp. 49-56, 2001.
• V. Maniezzo, A. Carbonaro, M. Golfarelli, S. Rizzi. ANTS for Data Warehouse Logical Design. Proceedings 4th Metaheuristics International Conference, Porto, Portugal, pp. 249-254, 2001.
• P. Ciaccia, M. Golfarelli, S. Rizzi. Using domain-derived constraints to bound the cardinality of aggregate views. Proceedings Nono Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati (SEBD 2001), Venice, Italy, pp. 249-256, 2001.
• P. Ciaccia, M. Golfarelli, S. Rizzi. On Estimating the Cardinality of Aggregate Views. Proceedings 3rd International Workshop on Design and Management of Data Warehouses (DMDW'2001), Interlaken, Switzerland, pp. 12.1-12.10, 2001.
• V. Maniezzo, A. Carbonaro, M. Golfarelli, S. Rizzi. An ANTS Algorithm for Optimizing the Materialization of Fragmented Views in Data Warehouses: Preliminary Results. First European Workshop On Evolutionary Computation In Combinatorial Optimization, Como, Italy, pp. 80-89, 2001.
• M. Golfarelli, S. Rizzi. WanD: A CASE Tool for Data Warehouse Design. Demo Proceedings 17th International Conference on Data Engineering (ICDE 2001), Heidelberg, Germany, pp. 7-9, 2001.
• M. Golfarelli, S. Rizzi. Comparing Nested GPSJ Queries in Multidimensional Databases. Proceedings ACM Third International Workshop on Data Warehousing and OLAP (DOLAP'00), Washington DC, USA, pp. 65-71, 2000.
• M. Golfarelli, D. Maio, S. Rizzi. Applying Vertical Fragmentation Techniques in Logical Design of Multidimensional Databases. Proceedings 2nd International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2000), Greenwich, UK, pp. 11-23, 2000.
• M. Golfarelli, S. Rizzi. View Materialization for Nested GPSJ Queries. Proceedings 2nd International Workshop on Design and Management of Data Warehouses (DMDW'2000), Stockholm, Sweden, pp. 10.1-10.9, 2000.
• M. Golfarelli, D. Maio, S. Rizzi. Vertical Fragmentation of Views in Relational Data Warehouses. Proceedings Settimo Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati (SEBD 1999), Como, Italy, pp. 19-33, 1999.
• M. Golfarelli, S. Rizzi. Designing the data warehouse: key steps and crucial issues. Journal of Computer Science and Information Management, vol. 2, n. 1, pp. 1-14, 1999.
• M. Golfarelli, S. Rizzi. A Methodological Framework for Data Warehouse Design. Proceedings ACM First International Workshop on Data Warehousing and OLAP, Washington DC, USA, pp. 3-9, 1998.
• M. Golfarelli, D. Maio, S. Rizzi. The Dimensional Fact Model: a Conceptual Model for Data Warehouses. International Journal of Cooperative Information Systems, vol. 7, n. 2&3, pp. 215-247, 1998.
• M. Golfarelli, S. Rizzi. Progettazione concettuale di Data Warehouse da schemi logici relazionali. Proceedings Sesto Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati (SEBD 1998), Ancona, Italy, pp. 141-154, 1998.
• M. Golfarelli, D. Maio, S. Rizzi. Conceptual Design of Data Warehouses from E/R Schemes. Proceedings 31st Hawaii International Conference on System Sciences (HICSS-31), vol. VII, Kona, Hawaii, pp. 334-343, 1998.

Visual Query Languages

• M. Golfarelli, A. Proli, S. Rizzi. Rappresentazione personalizzata dell'informazione nel Web Semantico. Proceedings Quattordicesimo Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati (SEBD 2006), Portonovo, Italy, pp. 159-166, 2006.
• M. Golfarelli, A. Proli, S. Rizzi. Metaphor-based Semantic Browsing in M-FIRE. Demos and Posters of the 3rd European Semantic Web Conference (ESWC 2006), Budva, Montenegro, pp. 5-6, 2006.
• M. Golfarelli, A. Proli, S. Rizzi. M-FIRE: A Metaphor-based Framework for Information Representation and Exploration. Proceedings International Conference on Web Information Systems and Technologies (WEBIST 2006), Setubal, Portugal, pp. 332-340, 2006.
• F. Benzi, D. Maio, S. Rizzi. Visionary: a viewpoint-based visual language for querying relational databases. Journal of Visual Languages and Computing, vol. 10, n. 2, pp. 117-145, 1999.
Proceedings Sesto Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati, vol. I, Ancona, Italy, pp. 141-154, 1998.
• F. Benzi, D. Maio, S. Rizzi. VisTool: a visual tool for querying relational databases. Proceedings International Working Conference on Advanced Visual Interfaces (AVI'98), L'Aquila, Italy, pp. 258-260, 1998.
• F. Benzi, D. Maio, S. Rizzi. Visionary: a visual query language based on the user viewpoint approach. Proceedings Third International Workshop on Interfaces to Databases (IDS-3), Edinburgh, Scotland, 1996.
• F. Benzi, D. Maio, S. Rizzi. Un approccio visuale alla formulazione di interrogazioni relazionali. Proceedings Quarto Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati, Pisa, Italy, pp. 17-34, 1996.
• D. Maio, S. Rizzi. Cicero: an assistant for planning visits to a museum. Proceedings 6th International Conference on Database and Expert Systems Applications (DEXA'95), London, UK, pp. 564-573, 1995.
• G. Bellavia, D. Maio, S. Rizzi. An SQL extension supporting user viewpoints. Proceedings 6th International Conference on Database and Expert Systems Applications (DEXA'95), London, UK, pp. 334-343, 1995.
• G. Bellavia, D. Maio, S. Rizzi. Minimizing the cost of query formulation through User Viewpoint Relations. Proceeedings Secondo Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati, Rimini, Italy, pp. 141-159, 1994.
• D. Maio, S. Rizzi. Un sistema multimediale per la pianificazione assistita di visite a un museo. Proceedings Convegno Sistemi Multimediali Intelligenti, Ravello, Italy, pp. 103-111, 1994.
• S. Rizzi, F. Sartoni. Medical decision support in clinical record management systems. Proceedings 2nd International Conference on Expert Systems for Development, Bangkok, Thailand, pp. 267-272, 1994.
• D. Maio, S. Rizzi, F. Sani, F. Sartoni. A problem-oriented clinical record management system. Proceedings Fifth Global Congress on Patient Cards and Computerization of Health Records, Venice, Italy, p. 82, 1993.

Pattern Recognition

• L. Baldacci, M. Golfarelli, A. Lumini, S. Rizzi. Clustering techniques for protein surfaces. Pattern Recognition, vol. 39, n. 12, pp. 2370-2382, 2006.
• L. Baldacci, M. Golfarelli, A. Lumini, S. Rizzi. A Template-Matching Approach for Protein Surface Clustering. Proceedings 18th International Conference on Pattern Recognition (ICPR'06), Hong Kong, pp. 340-343, 2006.
• L. Baldacci, F. Capozzi, M. Golfarelli, A. Lumini, S. Rizzi, M. Turano. Pattern recognition and data mining on protein surfaces. Proceedings 1st European Conference on Chemistry for Life Sciences, Rimini, Italy, p. 102, 2005.
• L. Baldacci, F. Capozzi, M. Golfarelli, A. Lumini, S. Rizzi, M. Turano. Protein classification by surface analysis. Proceedings Bioinformatics Italian Society Conference, Milano, Italy, p. 8, 2005.
• L. Baldacci, M. Golfarelli, S. Rizzi. Mining di pattern complessi di superficie da strutture molecolari. Proceedings Dodicesimo Convegno Nazionale su Sistemi Evoluti Per Basi Di Dati (SEBD 2004), Cagliari, Italy, pp. 150-157, 2004.
• S. Rizzi. Genetic Operators for Hierarchical Graph Clustering. Pattern Recognition Letters, vol. 19, n. 14, pp. 1293-1300, 1998.
• S. Rizzi. A Genetic Approach to Hierarchical Clustering of Euclidean Graphs. Proceedings International Conference on Pattern Recognition (ICPR'98), Brisbane, Australia, pp. 1543-1545, 1998.
• D. Maio, D. Maltoni, S. Rizzi. Dynamic Clustering Of Maps In Autonomous Agents. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 18, n. 11, pp. 1080-1091, 1996.
• D. Maio, D. Maltoni, S. Rizzi. Clustering Di Mappe Per Agenti Autonomi. Rivista di Informatica - AICA, vol. XXV, n. 1, pp. 5-23, 1995.
• D. Maio, D. Maltoni, S. Rizzi. Topological Clustering Of Maps Using A Genetic Algorithm. Pattern Recognition Letters, vol. 16, n. 1, pp. 89-96, 1995.
• D. Maio, S. Rizzi. Map learning and clustering in autonomous systems. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, n. 12, pp. 1286-1297, 1993.
• D. Maio, S. Rizzi. Clustering by discovery on maps. Pattern Recognition Letters, vol. 13, n. 2, pp. 89-94, 1992.
• D. Maio, S. Rizzi. Map learning and clustering. Proceedings 5th Prometheus Workshop, Munich, Germany, pp. 172-182, 1991.

Autonomous Agents

• M. Golfarelli, D. Maio, S. Rizzi. Correction of Dead-Reckoning Errors in Map Building for Mobile Robots. IEEE Transactions on Robotics and Automation, vol. 17, n. 1, pp. 37-47, 2001.
• M. Golfarelli, S. Rizzi. Spatio-temporal clustering of tasks for swap-based negotiation protocols in multi-agent systems. Proceedings 6th International Conference on Intelligent Autonomous Systems, Venice, Italy, pp. 172-179, 2000.
• M. Golfarelli, S. Rizzi. A Role-Based Architecture For A Mobile Robot. Proceedings 6th Symposium on Intelligent Robotics Systems, Coimbra, Portugal, pp. 273-281, 1999.
• M. Golfarelli, S. Rizzi. Solving Open Polygonals in Elastic Correction of Dead-Reckoning Errors. In N. Mastorakis (Ed.), Recent Advances in Signal Processing and Communications, World Scientific and Engineering Society Press, 1999.
• M. Golfarelli, D. Maio, S. Rizzi. Elastic Correction of Dead-Reckoning Errors in Map Building. Proceedings IEEE/RSJ International Conference on Intelligent Robotic Systems (IROS'98), Victoria, Canada, pp. 905-911, 1998.
• M. Golfarelli, D. Maio, S. Rizzi. Multi-Agent Path Planning Based on Task-Swap Negotiation. Proceedings 16th UK Planning and Scheduling SIG Workshop, Durham, UK, pp. 69-82, 1997.
• M. Golfarelli, D. Maio, S. Rizzi. Swap-Based Negotiation Applied to Multi-Agent Path Planning. Poster presented at the International Joint Conference on Artificial Intelligence (IJCAI-97), Nagoya, Japan, 1997.
• S. Rizzi, M. Golfarelli, D. Maio. A Hierarchical Approach to Sonar-Based Landmark Detection in Mobile Robots. Proceedings 5th Symposium on Intelligent Robotics Systems, Stockholm, Sweden, pp. 77-84, 1997.
• D. Maio, S. Rizzi. A Multi-Agent Approach to Environment Exploration. International Journal of Cooperative Information Systems, vol. 5, n. 2&3, pp. 213-250, 1996.
• S.Rizzi. Agenti autonomi: problematiche di pianificazione, esplorazione e clustering. PhD Thesis, february 1996 (abstract, in italian).
• D. Maio, S. Rizzi. Unsupervised Multi-Agent Exploration Of Structured Environments. Proceedings First International Conference on Multi-Agent Systems (ICMAS'95), San Francisco, USA, pp. 269-275, 1995.
• D. Maio, S. Rizzi. A hybrid approach to path planning in autonomous agents. Proceedings 2nd International Conference on Expert Systems for Development, Bangkok, Thailand, pp. 222-227, 1994.
• D. Maio, S. Rizzi. Supervised multi-agent exploration of unknown environments. Proceedings Workshop D-AI*IA 93, Rome, Italy, pp. 90-99, 1993.
• D. Maio, S. Rizzi. Knowledge architecture for environment representation in autonomous agents. Proceedings Eighth International Symposium on Computer and Information Sciences (ISCIS VIII), Istanbul, Turkey, pp. 4-11, 1993.
• P. Ciaccia, D. Maio, S. Rizzi. Verso un'architettura ibrida per sistemi autonomi intelligenti. Sistemi Intelligenti, anno V, n. 1, pp. 37-57, 1993.
• P. Ciaccia, D. Maio, S. Rizzi. Integrating Knowledge-based systems and neural networks for navigational tasks. Proceedings IEEE COMPEURO '91, Bologna, Italy, pp. 652-656, 1991.

Expert Systems

• A. Carrara, P. Frontero, D. Maio, S. Rizzi. An integrated system for forecasting Arno river flash floods. Natural Hazards, vol. 5, n. 2, pp. 179-197, 1992.
• D. Maio, S. Rizzi. SIDEXP: an application of expert systems techniques in psychiatry. Proceedings of The World Congress on Expert Systems, Orlando, US, vol. 1, pp. 291-299, 1991.
• D.Maio, S.Rizzi. Sistemi Esperti-Esempi di Applicazione. CLUP, 1990.
• D. Maio, S. Rizzi. Un sistema esperto per la previsione delle piene del fiume Arno. Proceedings Congresso AICA, Trieste, Italy, pp. 1157-1168, 1989.