Publications

  1. Chédin, A., Francia, M., Marcel, P., Peralta, V., & Rizzi, S. (2020). The Tell-Tale Cube. In J. Darmont, B. Novikov, & R. Wrembel (Eds.), Advances in Databases and Information Systems - 24th European Conference, ADBIS 2020, Lyon, France, August 25-27, 2020, Proceedings (Vol. 12245, pp. 204–218). Springer. https://doi.org/10.1007/978-3-030-54832-2_16
  2. Francia, M., Golfarelli, M., & Rizzi, S. (2020). A-BI+: A framework for Augmented Business Intelligence. Information Systems, 92. https://doi.org/10.1016/j.is.2020.101520
  3. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2020). Mo.Re.Farming: A hybrid architecture for tactical and strategic precision agriculture. Data and Knowledge Engineering. https://doi.org/10.1016/j.datak.2020.101836
  4. Bimonte, S., Hifdi, Y., Maliari, M., Marcel, P., & Rizzi, S. (2020). To each his own: Accommodating data variety by a multimodel star schema. CEUR Workshop Proceedings, 2572, 66–73. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082493314&partnerID=40&md5=a5c1db5522cabb17ccea03d225ba44b5
  5. Bimonte, S., Antonelli, L., & Rizzi, S. (2020). Requirements-driven data warehouse design based on enhanced pivot tables. Requirements Engineering. https://doi.org/10.1007/s00766-020-00331-3
  6. Francia, M., Golfarelli, M., & Rizzi, S. (2020). Summarization and visualization of multi-level and multi-dimensional itemsets. Information Sciences, 520, 63–85. https://doi.org/10.1016/j.ins.2020.02.006
  7. Golfarelli, M., & Rizzi, S. (2020). A model-driven approach to automate data visualization in big data analytics. Information Visualization, 19(1), 24–47. https://doi.org/10.1177/1473871619858933
  8. Boschetti, M. A., Golfarelli, M., & Graziani, S. (2020). An exact method for shrinking pivot tables. Omega (United Kingdom), 93. https://doi.org/10.1016/j.omega.2019.03.002
  9. Francia, M., Gallinucci, E., & Golfarelli, M. (2020). Towards conversational OLAP. CEUR Workshop Proceedings, 2572, 6–15. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082444588&partnerID=40&md5=6c250c087955f955154d09aa678d9646
  10. Chanson, A., Crulis, B., Labroche, N., Marcel, P., Peralta, V., Rizzi, S., & Vassiliadis, P. (2020). The traveling analyst problem: Definition and preliminary study. CEUR Workshop Proceedings, 2572, 94–98. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082476544&partnerID=40&md5=611bc61217ee3033adf33fa74027964d
  11. Gallinucci, E., & Golfarelli, M. (2019). SparkTune: Tuning spark SQL through query cost modeling. Advances in Database Technology - EDBT, 2019-March, 546–549. https://doi.org/10.5441/002/edbt.2019.52
  12. Chouder, M. L., Rizzi, S., & Chalal, R. (2019). EXODUS: Exploratory OLAP over Document Stores. Information Systems, 79, 44–57. https://doi.org/10.1016/j.is.2017.11.004
  13. Francia, M., Golfarelli, M., & Rizzi, S. (2019). Augmented business intelligence. CEUR Workshop Proceedings, 2324. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062645475&partnerID=40&md5=167a7eb3bc9038c94d552b136de73147
  14. Golfarelli, M., Graziani, S., & Rizzi, S. (2019). An active learning approach to build adaptive cost models for web services. Data and Knowledge Engineering, 119, 89–104. https://doi.org/10.1016/j.datak.2019.01.001
  15. Francia, M., Gallinucci, E., & Golfarelli, M. (2019). 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, 9(1). https://doi.org/10.1007/s13278-019-0590-x
  16. Bimonte, S., Rizzi, S., Sautot, L., & Fontaine, B. (2019). Volunteered multidimensional design to the test: The farmland biodiversity VGI4Bio project’s experiment. CEUR Workshop Proceedings, 2324. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062660561&partnerID=40&md5=0f46db68328b294071870b1842faa4e4
  17. Baldacci, L., & Golfarelli, M. (2019). A cost model for SPARK SQL. IEEE Transactions on Knowledge and Data Engineering, 31(5), 819–832. https://doi.org/10.1109/TKDE.2018.2850339
  18. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2019). A Hybrid Architecture for Tactical and Strategic Precision Agriculture. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11708 LNCS, 13–23. https://doi.org/10.1007/978-3-030-27520-4_2
  19. Vassiliadis, P., Marcel, P., & Rizzi, S. (2019). Beyond roll-up’s and drill-down’s: An intentional analytics model to reinvent OLAP. Information Systems, 85, 68–91. https://doi.org/10.1016/j.is.2019.03.011
  20. Ben Hamadou, H., Gallinucci, E., & Golfarelli, M. (2019). Answering GPSJ queries in a polystore: A dataspace-based approach. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11788 LNCS, 189–203. https://doi.org/10.1007/978-3-030-33223-5_16
  21. Lavalle, A., Maté, A., Trujillo, J., & Rizzi, S. (2019). Visualization requirements for business intelligence analytics: A goal-based, iterative framework. Proceedings of the IEEE International Conference on Requirements Engineering, 2019-Septe, 109–119. https://doi.org/10.1109/RE.2019.00022
  22. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2019). Approximate OLAP of document-oriented databases: A variety-aware approach. Information Systems, 85, 114–130. https://doi.org/10.1016/j.is.2019.02.004
  23. Francia, M., Gallinucci, E., & Vitali, F. (2019). Map-matching on big data: A distributed and efficient algorithm with a hidden Markov model. 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings, 1238–1243. https://doi.org/10.23919/MIPRO.2019.8757119
  24. Dobson, S., Golfarelli, M., Graziani, S., & Rizzi, S. (2018). A Reference Architecture and Model for Sensor Data Warehousing. IEEE Sensors Journal, 18(18), 7659–7670. https://doi.org/10.1109/JSEN.2018.2861327
  25. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2018). Variety-aware OLAP of document-oriented databases. CEUR Workshop Proceedings, 2062. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044258458&partnerID=40&md5=edb19586a23aeacd31b18804c4e2f8a6
  26. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2018). Schema profiling of document-oriented databases. Information Systems, 75, 13–25. https://doi.org/10.1016/j.is.2018.02.007
  27. Francia, M., Golfarelli, M., & Rizzi, S. (2018). A Similarity Function for Multi-Level and Multi-Dimensional Itemsets. CEUR Workshop Proceedings, 2161. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85051863772&partnerID=40&md5=fad7f021f6efd8cd05fffdf5aa388ba3
  28. Castano, S., Ferrara, A., Gallinucci, E., Golfarelli, M., Montanelli, S., Mosca, L., Rizzi, S., & Vaccari, C. (2018). SABINE: A multi-purpose dataset of semantically-annotated social content. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11137 LNCS, 70–85. https://doi.org/10.1007/978-3-030-00668-6_5
  29. Abdelwahed, E. H., Bellatreche, L., Golfarelli, M., Méry, D., & Ordonez, C. (2018). Preface. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11163 LNCS, V–VI. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85055829594&partnerID=40&md5=3e520784535aef7f1ca809f4a940e157
  30. Abdelwahed, E. H., Bellatreche, L., Benslimane, D., Golfarelli, M., Jean, S., Mery, D., Nakamatsu, K., & Ordonez, C. (2018). Preface. Communications in Computer and Information Science, 929. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85055787933&partnerID=40&md5=b77ba3963277195b68d6f142e34af53d
  31. Gallinucci, E., Golfarelli, M., Rizzi, S., Abelló, A., & Romero, O. (2018). Interactive multidimensional modeling of linked data for exploratory OLAP. Information Systems, 77, 86–104. https://doi.org/10.1016/j.is.2018.06.004
  32. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2017). Schema Profiling of Document Stores. CEUR Workshop Proceedings, 2037. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041440346&partnerID=40&md5=41ad04dabc4a32ef4434c6587f860b88
  33. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2017). Schema profiling of document stores. 25th Italian Symposium on Advanced Database Systems, SEBD 2017, 9–16. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034989255&partnerID=40&md5=6d583293d829a156d1810a932e733c2b
  34. Golfarelli, M., Pirini, T., & Rizzi, S. (2017). Goal-based selection of visual representations for big data analytics. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10651 LNCS, 47–57. https://doi.org/10.1007/978-3-319-70625-2_5
  35. Papadopoulos, G. A., Kirikova, M., Nørvåg, K., Gamper, J., Wrembel, R., Darmont, J., & Rizzi, S. (2017). Preface. Communications in Computer and Information Science, 767, V–VI. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029813084&partnerID=40&md5=553b4eb1b111da3290ae5f9de403012e
  36. Baldacci, L., Golfarelli, M., Graziani, S., & Rizzi, S. (2017). QETL: An approach to on-demand ETL from non-owned data sources. Data and Knowledge Engineering, 112, 17–37. https://doi.org/10.1016/j.datak.2017.09.002
  37. Chouder, M. L., Rizzi, S., & Chalal, R. (2017). Enabling self-service BI on document stores. CEUR Workshop Proceedings, 1810. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017182931&partnerID=40&md5=4f21a6c48c6e6f0b0bbbbacac1cd80b7
  38. Baldacci, L., Golfarelli, M., Lombardi, D., & Sami, F. (2016). Natural gas consumption forecasting for anomaly detection. Expert Systems with Applications, 62, 190–201. https://doi.org/10.1016/j.eswa.2016.06.013
  39. Rizzi, S., Gallinucci, E., Golfarelli, M., Abelló, A., & Romero, O. (2016). Towards exploratory OLAP on linked data. Proceedings of the 24th Italian Symposium on Advanced Database Systems, SEBD 2016, 86–93. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013837331&partnerID=40&md5=52d768c04f9a606f10b170aa708f05aa
  40. Golfarelli, M. (2016). Design issues in social business intelligence projects. Lecture Notes in Business Information Processing, 253, 62–86. https://doi.org/10.1007/978-3-319-39243-1_3
  41. Francia, M., Gallinucci, E., Golfarelli, M., & Rizzi, S. (2016). Social business intelligence in action. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9694, 33–48. https://doi.org/10.1007/978-3-319-39696-53
  42. Golfarelli, M., Graziani, S., & Rizzi, S. (2016). Starry vault: Automating multidimensional modeling from data vaults. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9809 LNCS, 137–151. https://doi.org/10.1007/978-3-319-44039-2_10
  43. Rizzi, S., Golfarelli, M., & Graziani, S. (2015). An OLAM operator for multi-dimensional shrink. International Journal of Data Warehousing and Mining, 11(3), 68–97. https://doi.org/10.4018/IJDWM.2015070104
  44. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2015). Meta-Stars: Dynamic, schemaless, and semantically-rich topic hierarchies in social BI. EDBT 2015 - 18th International Conference on Extending Database Technology, Proceedings, 529–532. https://doi.org/10.5441/002/edbt.2015.50
  45. Aligon, J., Gallinucci, E., Golfarelli, M., Marcel, P., & Rizzi, S. (2015). A collaborative filtering approach for recommending OLAP sessions. Decision Support Systems, 69, 20–30. https://doi.org/10.1016/j.dss.2014.11.003
  46. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2015). Advanced topic modeling for social business intelligence. Information Systems, 53, 87–106. https://doi.org/10.1016/j.is.2015.04.005
  47. Baldacci, L., Golfarelli, M., Graziani, S., & Rizzi, S. (2015). Analyzing genomic mappings with the GOLAM framework? 23rd Italian Symposium on Advanced Database Systems, SEBD 2015, 80–87. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84971389598&partnerID=40&md5=71e27836b66a97b6aad4e4e186a85598
  48. Baldacci, L., Graziani, S., Golfarelli, M., & Rizzi, S. (2014). GOLAM: A framework for analyzing genomic data. DOLAP 2014 - Proceedings of the ACM 17th International Workshop on Data Warehousing and OLAP, Co-Located with CIKM 2014, 3–12. https://doi.org/10.1145/2666158.2666175
  49. Golfarelli, M., & Song, I.-Y. (2014). Editorial. Information Systems, 44, 93. https://doi.org/10.1016/j.is.2014.01.008
  50. Boschetti, M. A., Golfarelli, M., Rizzi, S., & Turricchia, E. (2014). A Lagrangian heuristic for sprint planning in agile software development. Computers and Operations Research, 43(1), 116–128. https://doi.org/10.1016/j.cor.2013.09.007
  51. Golfarelli, M., & Turricchia, E. (2014). A characterization of hierarchical computable distance functions for data warehouse systems. Decision Support Systems, 62, 144–157. https://doi.org/10.1016/j.dss.2014.03.011
  52. Rizzi, S., & Gallinucci, E. (2014). CubeLoad: A parametric generator of realistic OLAP workloads. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8484 LNCS, 610–624. https://doi.org/10.1007/978-3-319-07881-6_41
  53. Francia, M., Golfarelli, M., & Rizzi, S. (2014). A methodology for social BI. ACM International Conference Proceeding Series, 207–216. https://doi.org/10.1145/2628194.2628250
  54. Golfarelli, M., Ravaldi, F., Mantovani, M., & Rizzi, S. (2014). From business intelligence to location intelligence with the Lily library. DOLAP 2014 - Proceedings of the ACM 17th International Workshop on Data Warehousing and OLAP, Co-Located with CIKM 2014, 33–36. https://doi.org/10.1145/2666158.2666176
  55. Golfarelli, M. (2014). Social business intelligence: OLAP applied to user generated contents. ICE-B 2014 - Proceedings of the 11th International Conference on e-Business, Part of ICETE 2014 - 11th International Joint Conference on e-Business and Telecommunications, IS11–IS19. https://doi.org/10.5220/0006807200010001
  56. Golfarelli, M., Graziani, S., & Rizzi, S. (2014). Shrink: An OLAP operation for balancing precision and size of pivot tables. Data and Knowledge Engineering, 93, 19–41. https://doi.org/10.1016/j.datak.2014.07.004
  57. Aligon, J., Golfarelli, M., Marcel, P., Rizzi, S., & Turricchia, E. (2014). Similarity measures for OLAP sessions. Knowledge and Information Systems, 39(2), 463–489. https://doi.org/10.1007/s10115-013-0614-1
  58. Ait Ameur, Y., Andrzejewski, W., Bellatreche, L., Catania, B., Cerquitelli, T., Chiusano, S., Golfarelli, M., Guerrini, G., Kaczmarski, K., K Ö Mpf, M., Kemper, A., Lauer, T., Novikov, B., Palpanas, T., Pokorny, J., Rizzi, S., & Vakali, A. (2014). New trends in databases and information systems: Contributions from adbis 201. Advances in Intelligent Systems and Computing, 241, 1–13. https://doi.org/10.1007/978-3-319-01863-8_1
  59. Gallinucci, E., Golfarelli, M., & Rizzi, S. (2013). Meta-stars: Multidimensional modeling for social business intelligence. International Conference on Information and Knowledge Management, Proceedings, 11–18. https://doi.org/10.1145/2513190.2513195
  60. Golfarelli, M., Mantovani, M., Ravaldi, F., & Rizzi, S. (2013). Lily: A geo-enhanced library for location intelligence. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8057 LNCS, 72–83. https://doi.org/10.1007/978-3-642-40131-2_7
  61. Abelló, A., Darmont, J., Etcheverry, L., Golfarelli, M., Mazón, J.-N., Naumann, F., Pedersen, T. B., Rizzi, S., Trujillo, J., Vassiliadis, P., & Vossen, G. (2013). Fusion cubes: Towards self-service business intelligence. International Journal of Data Warehousing and Mining, 9(2), 66–88. https://doi.org/10.4018/jdwm.2013040104
  62. Golfarelli, M., Rizzi, S., & Turricchia, E. (2013). Multi-sprint planning and smooth replanning: An optimization model. Journal of Systems and Software, 86(9), 2357–2370. https://doi.org/10.1016/j.jss.2013.04.028
  63. Bimonte, S., Edoh-Alove, E., Kang, M.-A., Nazih, H., & Rizzi, S. (2013). ProtOLAP: Rapid OLAP prototyping with on-demand data supply. International Conference on Information and Knowledge Management, Proceedings, 61–66. https://doi.org/10.1145/2513190.2513199
  64. Ciaccia, P., Golfarelli, M., & Rizzi, S. (2013). Efficient derivation of numerical dependencies. Information Systems, 38(3), 410–429. https://doi.org/10.1016/j.is.2012.07.007
  65. Golfarelli, M., & Rizzi, S. (2013). Honey, I shrunk the cube. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8133 LNCS, 176–189. https://doi.org/10.1007/978-3-642-40683-6_14
  66. Rizzi, S. (2012). Collaborative business intelligence. Lecture Notes in Business Information Processing, 96 LNBIP, 186–205. https://doi.org/10.1007/978-3-642-27358-2_9
  67. Golfarelli, M., & Song, I.-Y. (2012). DOLAP 2012 workshop summary. ACM International Conference Proceeding Series, 2782–2783. https://doi.org/10.1145/2396761.2398765
  68. Golfarelli, M., Mandreoli, F., Penzo, W., Rizzi, S., & Turricchia, E. (2012). A query reformulation framework for P2P OLAP. Proceedings of the 20th Italian Symposium on Advanced Database Systems, SEBD 2012, 147–154. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84873589682&partnerID=40&md5=12d384d02f858487337ba94a39bd9da7
  69. Golfarelli, M., Mandreoli, F., Penzo, W., Rizzi, S., & Turricchia, E. (2012). OLAP query reformulation in peer-to-peer data warehousing. Information Systems, 37(5), 393–411. https://doi.org/10.1016/j.is.2011.06.003
  70. De Antonellis, V., & Rizzi, S. (2012). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Foreword. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7532 LNCS. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84868306606&partnerID=40&md5=b35111180cc15122440987c6b09e0a90
  71. Golfarelli, M. (2012). Foreword. International Conference on Information and Knowledge Management, Proceedings. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84870527310&partnerID=40&md5=491d8450d98267869cf973f5eadec9d1
  72. Marcel, P., Missaoui, R., & Rizzi, S. (2012). Towards intensional answers to olap queries for analytical sessions. International Conference on Information and Knowledge Management, Proceedings, 49–56. https://doi.org/10.1145/2390045.2390054
  73. Golfarelli, M., Rizzi, S., & Turricchia, E. (2012). Sprint planning optimization in agile data warehouse design. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7448 LNCS, 30–41. https://doi.org/10.1007/978-3-642-32584-7_3
  74. Golfarelli, M., & Rizzi, S. (2011). Data warehouse testing: A prototype-based methodology. Information and Software Technology, 53(11), 1183–1198. https://doi.org/10.1016/j.infsof.2011.04.002
  75. Golfarelli, M., & Rizzi, S. (2011). Data warehouse testing. International Journal of Data Warehousing and Mining, 7(2), 26–43. https://doi.org/10.4018/jdwm.2011040102
  76. Battaglia, A., Golfarelli, M., & Rizzi, S. (2011). QBX: A CASE tool for data mart design. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6999 LNCS, 358–363. https://doi.org/10.1007/978-3-642-24574-9_51
  77. Aligon, J., Golfarelli, M., Marcel, P., Rizzi, S., & Turricchia, E. (2011). Mining preferences from OLAP query logs for proactive personalization. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6909 LNCS, 84–97. https://doi.org/10.1007/978-3-642-23737-9_7
  78. Golfarelli, M., Rizzi, S., & Turricchia, E. (2011). Modern software engineering methodologies meet data warehouse design: 4WD. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6862 LNCS, 66–79. https://doi.org/10.1007/978-3-642-23544-3_6
  79. Golfarelli, M., Rizzi, S., & Biondi, P. (2011). MyOLAP: An approach to express and evaluate OLAP preferences. IEEE Transactions on Knowledge and Data Engineering, 23(7), 1050–1064. https://doi.org/10.1109/TKDE.2010.196
  80. Biondi, P., Golfarelli, M., & Rizzi, S. (2011). Preference-based datacube analysis with MYOLAP. Proceedings - International Conference on Data Engineering, 1328–1331. https://doi.org/10.1109/ICDE.2011.5767946
  81. Ciaccia, P., Golfarelli, M., & Rizzi, S. (2010). Efficiently bounding cardinality ratios through database constraints. SEBD 2010 - Proceedings of the 18th Italian Symposium on Advanced Database Systems, 370–381. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84890936826&partnerID=40&md5=a6b4d4d096449820c3166d7b5e707283
  82. Carmè, A., Mazón, J.-N., & Rizzi, S. (2010). A model-driven heuristic approach for detecting multidimensional facts in relational data sources. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6263 LNCS, 13–24. https://doi.org/10.1007/978-3-642-15105-7_2
  83. Golfarelli, M., Mandreoli, F., Penzo, W., Rizzi, S., & Turricchia, E. (2010). Towards OLAP query reformulation in peer-to-peer data warehousing. International Conference on Information and Knowledge Management, Proceedings, 37–44. https://doi.org/10.1145/1871940.1871950
  84. Rizzi, S. (2010). New frontiers in business intelligence: Distribution and personalization. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6295 LNCS, 23–30. https://doi.org/10.1007/978-3-642-15576-5_4
  85. Golfarelli, M. (2009). From user requirements to conceptual design in data warehouse design a survey. In Data Warehousing Design and Advanced Engineering Applications: Methods for Complex Construction (pp. 1–16). https://doi.org/10.4018/978-1-60566-756-0.ch001
  86. Golfarelli, M., & Rizzi, S. (2009). Expressing OLAP preferences. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5566 LNCS, 83–91. https://doi.org/10.1007/978-3-642-02279-1_7
  87. Golfarelli, M., & Rizzi, S. (2009). A survey on temporal data warehousing. International Journal of Data Warehousing and Mining, 5(1), 1–17. https://doi.org/10.4018/jdwm.2009010101
  88. Golfarelli, M., & Rizzi, S. (2009). A comprehensive approach to data warehouse testing. International Conference on Information and Knowledge Management, Proceedings, 17–24. https://doi.org/10.1145/1651291.1651295
  89. Golfarelli, M. (2009). Open source bi platforms: A functional and architectural comparison. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5691 LNCS, 287–297. https://doi.org/10.1007/978-3-642-03730-6_23
  90. Pardillo, J., Golfarelli, M., Rizzi, S., & Trujillo, J. (2009). Visual modelling of data warehousing flows with UML profiles. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5691 LNCS, 36–47. https://doi.org/10.1007/978-3-642-03730-6_4
  91. Rizzi, S. (2009). Conceptual modeling solutions for the data warehouse. In Progressive Methods in Data Warehousing and Business Intelligence: Concepts and Competitive Analytics (pp. 24–42). https://doi.org/10.4018/978-1-60566-232-9.ch002
  92. Golfarelli, M., & Rizzi, S. (2009). What-if simulation modeling in business intelligence. International Journal of Data Warehousing and Mining, 5(4), 24–43. https://doi.org/10.4018/jdwm.2009080702
  93. Golfarelli, M., & Rizzi, S. (2008). UML-based modeling for what-if analysis. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5182 LNCS, 1–12. https://doi.org/10.1007/978-3-540-85836-2_1
  94. Rizzi, S. (2008). Conceptual modeling solutions for the data warehouse. In Selected Readings on Database Technologies and Applications (pp. 1–20). https://doi.org/10.4018/978-1-60566-098-1.ch001
  95. Giorgini, P., Rizzi, S., & Garzetti, M. (2008). GRAnD: A goal-oriented approach to requirement analysis in data warehouses. Decision Support Systems, 45(1), 4–21. https://doi.org/10.1016/j.dss.2006.12.001
  96. Terrovitis, M., Vassiliadis, P., Skiadopoulos, S., Bertino, E., Catania, B., Maddalena, A., & Rizzi, S. (2007). Modeling and language support for the management of pattern-bases. Data and Knowledge Engineering, 62(2), 368–397. https://doi.org/10.1016/j.datak.2006.10.002
  97. Golfarelli, M., & Rizzi, S. (2007). Managing late measurements in data warehouses. International Journal of Data Warehousing and Mining, 3(4), 51–67. https://doi.org/10.4018/jdwm.2007100103
  98. Rizzi, S. (2007). OLAP preferences: A research agenda. DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP, 99–100. https://doi.org/10.1145/1317331.1317350
  99. Rizzi, S., & Golfarelli, M. (2007). X-time: Schema versioning and cross-version querying in data warehouses. Proceedings - International Conference on Data Engineering, 1471–1472. https://doi.org/10.1109/ICDE.2007.369038
  100. Rizzi, S. (2006). Conceptual modeling solutions for the data warehouse. In Data Warehouses and OLAP: Concepts, Architectures and Solutions (pp. 1–26). https://doi.org/10.4018/987-1-59904-364-7.ch001
  101. Rizzi, S., & Golfarelli, M. (2006). What time is it in the data warehouse? Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4081 LNCS, 134–144. https://doi.org/10.1007/11823728_13
  102. Golfarelli, M., Rizzi, S., & Proli, A. (2006). Designing what-if analysis: Towards a methodology. DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP, 51–58. https://doi.org/10.1145/1183512.1183523
  103. Golfarelli, M., Lechtenbörger, J., Rizzi, S., & Vossen, G. (2006). Schema versioning in data warehouses: Enabling cross-version querying via schema augmentation. Data and Knowledge Engineering, 59(2), 435–459. https://doi.org/10.1016/j.datak.2005.09.004
  104. Baldacci, L., Golfarelli, M., Lumini, A., & Rizzi, S. (2006). A template-matching approach for protein surface clustering. Proceedings - International Conference on Pattern Recognition, 3, 340–343. https://doi.org/10.1109/ICPR.2006.183
  105. Golfarelli, M., Proli, A., & Rizzi, S. (2006). Personalized representation of information in the semantic web [Rappresentazione personalizzata dell’informazione nel Web Semantico]. SEBD 2006 - Proceedings of the 14th Italian Symposium on Advanced Databases Systems, 159–166. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893304879&partnerID=40&md5=1bd09ac1e14e7d5b8b8d1825a8304d07
  106. Baldacci, L., Golfarelli, M., Lumini, A., & Rizzi, S. (2006). Clustering techniques for protein surfaces. Pattern Recognition, 39(12), 2370–2382. https://doi.org/10.1016/j.patcog.2006.02.024
  107. Rizzi, S., Abelló, A., Lechtenbörger, J., & Trujillo, J. (2006). Research in data warehouse modeling and design: Dead or alive? DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP, 3–10. https://doi.org/10.1145/1183512.1183515
  108. Golfarelli, M., Proli, A., & Rizzi, S. (2006). M-FIRE: A metaphor-based framework for information representation and exploration. WEBIST 2006 - 2nd International Conference on Web Information Systems and Technologies, Proceedings, IT(WIA/-), 332–340. https://www.scopus.com/inward/record.uri?eid=2-s2.0-77954107107&partnerID=40&md5=474f317400dd17b2eb3800bd723fd242
  109. Golfarelli, M. (2005). New trends in business intelligence. MIPRO 2005 - 28th International Convention Proceedings: Business Intelligence Systems, Digital Economy - 2nd e-Business ALADIN, Information Systems Security, 5. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84896882790&partnerID=40&md5=0c00d29bf2e026d6b16f163b22ef31c1
  110. Baldacci, L., & Golfarelli, M. (2005). Mining complex patterns from protein surfaces. Proceedings - International Workshop on Database and Expert Systems Applications, DEXA, 2006, 590–594. https://doi.org/10.1109/DEXA.2005.133
  111. Giorgini, P., Rizzi, S., & Garzetti, M. (2005). Goal-oriented requirement analysis for data warehouse design. DOLAP 2005 - Proceedings of the 8th ACM International Workshop on Data Warehousing and OLAP, Co-Located with CIKM 2005, 47–56. https://doi.org/10.1145/1097002.1097011
  112. Golfarelli, M., Lechtenbörger, J., Rizzi, S., & Vossen, G. (2004). Schema versioning in data warehouses. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3289, 415–428. https://doi.org/10.1007/978-3-540-30466-1_38
  113. Golfarelli, M., Maniezzo, V., & Rizzi, S. (2004). Materialization of fragmented views in multidimensional databases. Data and Knowledge Engineering, 49(3), 325–351. https://doi.org/10.1016/j.datak.2003.11.001
  114. Catania, B., Maddalena, A., Mazza, M., Bertino, E., & Rizzi, S. (2004). A framework for data mining pattern management. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3202, 87–98. https://doi.org/10.1007/978-3-540-30116-5_11
  115. Golfarelli, M., Rizzi, S., & Cella, I. (2004). Beyond data warehousing: What’s next in business intelligence? DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP, 1–6. https://www.scopus.com/inward/record.uri?eid=2-s2.0-17644413365&partnerID=40&md5=b47852976f936b6524ff4f709fef0bc1
  116. Rizzi, S., Bertino, E., Catania, B., Golfarelli, M., Halkidi, M., Terrovitis, M., Vassiliadis, P., Vazirgiannis, M., & Vrachnos, E. (2003). Towards a logical model for patterns. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2813, 77–90. https://doi.org/10.1007/978-3-540-39648-2_9
  117. Golfarelli, M. (2003). Handling large workloads by profiling and clustering. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2737, 212–223. https://doi.org/10.1007/978-3-540-45228-7_22
  118. Vrdoljak, B., Banek, M., & Rizzi, S. (2003). Designing web warehouses from XML schemas. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2737, 89–98. https://doi.org/10.1007/978-3-540-45228-7_10
  119. Rizzi, S., & Song, I.-Y. (2003). DOLAP Proceedings of the ACM International Workshop on Data Werehousing and OLAP: Preface. DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP. https://www.scopus.com/inward/record.uri?eid=2-s2.0-19544366944&partnerID=40&md5=f3fc49ac8c82bc54c18988d7f8f28dcc
  120. Golfarelli, M., & Saltarelli, E. (2003). The workload you have, the workload you would like. DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP, 79–85. https://www.scopus.com/inward/record.uri?eid=2-s2.0-19544372106&partnerID=40&md5=bf38b7449449506fe8a11da672655de4
  121. Rizzi, S., & Saltarelli, E. (2003). View materialization vs. indexing: Balancing space constraints in data warehouse design. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2681, 502–519. https://doi.org/10.1007/3-540-45017-3_34
  122. Vrdoljak, B., Banek, M., & Rizzi, S. (2003). Automating conceptual design of web warehouses. Proceedings of the 7th International Conference on Telecommunications, ConTEL 2003, 2, 535–542. https://doi.org/10.1109/CONTEL.2003.176958
  123. Ciaccia, P., Golfarelli, M., & Rizzi, S. (2003). Bounding the cardinality of aggregate views through domain-derived constraints. Data and Knowledge Engineering, 45(2), 131–153. https://doi.org/10.1016/S0169-023X(02)00177-5
  124. Golfarelli, M., Maio, D., & Rizzi, S. (2001). Correction of dead-reckoning errors in map building for mobile robots. IEEE Transactions on Robotics and Automation, 17(1), 37–47. https://doi.org/10.1109/70.917081
  125. Golfarelli, M., & Meuleau, N. (2001). A model of partially observable state game and its optimality. Applied Intelligence, 14(3), 273–284. https://doi.org/10.1023/A:1011294719852
  126. Golfarelli, M., Rizzi, S., & Vrdoljak, B. (2001). Data warehouse design from XML sources. ACM International Workshop on Data Warehousing and OLAP (DOLAP), 40–47. https://doi.org/10.1145/512236.512242
  127. Maniezzo, V., Carbonaro, A., Golfarelli, M., & Rizzi, S. (2001). An ants algorithm for optimizing the materialization of fragmented views in data warehouses: Preliminary results. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2037, 80–89. https://doi.org/10.1007/3-540-45365-2_9
  128. Golfarelli, M., & Rizzi, S. (2000). Comparing nested GPSJ queries in multidimensional databases. DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP, Part F1291, 65–71. https://doi.org/10.1145/355068.355317
  129. Golfarelli, M., Maio, D., & Rizzi, S. (2000). Applying vertical fragmentation techniques in logical design of multidimensional databases. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 1874, 11–23. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84947566553&partnerID=40&md5=7e01555436fe0a25994a860ccd100ba3
  130. Golfarelli, M., & Rizzi, S. (2000). Comparing nested GPSJ queries in multidimensional databases. International Conference on Information and Knowledge Management, Proceedings, 65–71. https://www.scopus.com/inward/record.uri?eid=2-s2.0-0034449364&partnerID=40&md5=a665ad34f2ec7737993cab88b32fb3a6
  131. Benzi, F., Maio, D., & Rizzi, S. (1999). Visionary: A viewpoint-based visual language for querying relational databases. Journal of Visual Languages and Computing, 10(2), 117–145. https://doi.org/10.1006/jvlc.1998.0102
  132. Golfarelli, M., & Rizzi, S. (1999). Solving open polygonals in elastic correction of dead-reckoning errors. In Recent Advances in Signal Processing and Communications (pp. 89–94). https://www.scopus.com/inward/record.uri?eid=2-s2.0-4944221823&partnerID=40&md5=5c3f2a722df7a090ac70b519ac9e7c4a
  133. Benzi, F., Maio, D., & Rizzi, S. (1998). VIsTool: A visual tool for querying relational databases. Proceedings of the Workshop on Advanced Visual Interfaces AVI, 258–260. https://doi.org/10.1145/948496.948531
  134. Golfarelli, M., Maio, D., & Rizzi, S. (1998). Conceptual design of data warehouses from E/R schemes. Proceedings of the Hawaii International Conference on System Sciences, 7, 334–343. https://www.scopus.com/inward/record.uri?eid=2-s2.0-0031600942&partnerID=40&md5=6384c94ad73a95ae6ed83354f8207c29
  135. Rizzi, S. (1998). Genetic operators for hierarchical graph clustering. Pattern Recognition Letters, 19(14), 1293–1300. https://doi.org/10.1016/S0167-8655(98)00110-X
  136. Golfarelli, M., & Rizzi, S. (1998). A methodological framework for data warehouse design. DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP, Part F1292, 3–9. https://doi.org/10.1145/294260.294261
  137. Golfarelli, M., Maio, D., & Rizzi, S. (1998). Elastic correction of dead-reckoning errors in map building. IEEE International Conference on Intelligent Robots and Systems, 2, 905–911. https://www.scopus.com/inward/record.uri?eid=2-s2.0-0032309963&partnerID=40&md5=cd266ec73b941b331118ee2e8c8cf4c2
  138. Golfarelli, M., Maio, D., & Rizzi, S. (1998). The dimensional fact model: A conceptual model for data warehouses. International Journal of Cooperative Information Systems, 7(2-3), 215–247. https://doi.org/10.1142/s0218843098000118
  139. Golfarelli, M., Maio, D., & Maltoni, D. (1997). On the error-reject trade-off in biometrie verification systems. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(7), 786–796. https://doi.org/10.1109/34.598237
  140. Maio, D., & Rizzi, S. (1996). A multi-agent approach to environment exploration. International Journal of Cooperative Information Systems, 5(2-3), 213–250. https://doi.org/10.1142/s0218843096000099
  141. Maio, D., Maltoni, D., & Rizzi, S. (1996). Dynamic clustering of maps in autonomous agents. IEEE Transactions on Pattern Analysis and Machine Intelligence, 18(11), 1080–1091. https://doi.org/10.1109/34.544077
  142. Bellavia, G., Maio, D., & Rizzi, S. (1995). An SQL extension supporting user viewpoints. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 978, 334–343. https://doi.org/10.1007/bfb0049131
  143. Maio, D., Maltoni, D., & Rizzi, S. (1995). Topological clustering of maps using a genetic algorithm. Pattern Recognition Letters, 16(1), 89–96. https://doi.org/10.1016/0167-8655(94)00069-F
  144. Maio, D., & Rizzi, S. (1995). CICERO: An assistant for planning visits to a museum. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 978, 564–573. https://doi.org/10.1007/bfb0049153
  145. Rizzi, S., & Sartoni, F. (1994). Medical decision support in clinical record management systems. Proceedings of the IEEE International Conference on Expert Systems for Development, 267–272. https://www.scopus.com/inward/record.uri?eid=2-s2.0-0028115323&partnerID=40&md5=193416de096f097a06bd1d58ebb7cd0c
  146. Maio, D., & Rizzi, S. (1994). Hybrid approach to path planning in autonomous agents. Proceedings of the IEEE International Conference on Expert Systems for Development, 222–227. https://www.scopus.com/inward/record.uri?eid=2-s2.0-0028092654&partnerID=40&md5=d0d85842ff2bece836187c9ce1a523c0
  147. Maio, D., & Rizzi, S. (1992). Clustering by discovery on maps. Pattern Recognition Letters, 13(2), 89–94. https://doi.org/10.1016/0167-8655(92)90038-2
  148. Carrara, A., Frontero, P., Maio, D., & Rizzi, S. (1992). An integrated system for forecasting Arno River flash floods. Natural Hazards, 5(2), 179–197. https://doi.org/10.1007/BF00127005
  149. Ciaccia, P., Maio, D., & Rizzi, S. (1991). Integrating knowledge-based systems and neural networks for navigational tasks. Proceedings, Advanced Computer Technology, Reliable Systems and Applications, 652–656. https://www.scopus.com/inward/record.uri?eid=2-s2.0-0026377999&partnerID=40&md5=043517e406557a8b2c0888692d19ec3c
  150. Golfarelli, M., Rizzi, S., & Biondi, P. (1991). Myolap: An Approach to Express and Evaluate OLAP Preferences. IEEE Transactions on Communications, 39(12), 1832–1844. https://doi.org/10.1109/26.120169