Publications of the IT4BI-DC Candidates
An Approach for Alert Raising in Real-Time Data Warehouses." In Actes des 11es journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, EDA 2015, edited by Esteban Zimányi, Stijn Vansummeren and Toon Calders, 145-160. Brussels, Belgium, 2015.
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Maintaining Sliding-Window Neighborhood Profiles in Interaction Networks." In Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, edited by Annalisa Appice, Pedro Pereira Rodrigues, Vítor Santos Costa, João Gama, Alípio Jorge and Carlos Soares, 719-735. Lecture Notes in Computer Science, number 9285. Porto, Portugal. Springer, 2015.
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Towards the Automated Extraction of Flexibilities from Electricity Time Series." In Proceedings of the Joint EDBT/ICDT 2013 Workshops, EDBT-ICDT'13, 267-272. Genoa, Italy. ACM, 2013.
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Requirement-driven Design and Optimization of Data-Intensive Flows. PhD Thesis, Universitat Politècnica de Catalunya (UPC), BarcelonaTech; Université libre de Bruxelles, 2016.
A requirement-driven approach to the design and evolution of data warehouses." Information Systems 44 (2014): 94-119.
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Integrating ETL Processes from Information Requirements." In Proceedings of the 14th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2012, edited by Alfredo Cuzzocrea and Umeshwar Dayal, 65-80. Lecture Notes in Computer Science, number 7448. Vienna, Austria. Springer, 2012.
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Engine independence for logical analytic flows." In Proceedings of the 30th IEEE International Conference on Data Engineering, ICDE 2014, edited by Isabel F. Cruz, Elena Ferrari, Yufei Tao, Elisa Bertino and Goce Trajcevski, 1060-1071. Chicago, IL, USA. IEEE, 2014.
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ORE: an iterative approach to the design and evolution of multi-dimensional schemas." In Proceedings of the 15th ACM International Workshop on Data Warehousing and OLAP, DOLAP 2012, edited by Il-Yeol Song and Matteo Golfarelli, 1-8. Maui, HI, USA, 2012.
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Quarry: Digging Up the Gems of Your Data Treasury." In Proceedings of the 18th International Conference on Extending Database Technology, EDBT 2015, edited by Gustavo Alonso, Floris Geerts, Lucian Popa, Pablo Barceló, Jens Teubner, Martín Ugarte, Jan Van den Bussche and Jan Paredaens, 549-552. Brussels, Belgium, 2015.
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BabbleFlow: a translator for analytic data flow programs." In Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2014, edited by Curtis E. Dyreson, Feifei Li and Tamer M. Özsu, 713-716. Snowbird, UT, USA. ACM, 2014.
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Requirement-Driven Creation and Deployment of Multidimensional and ETL Designs." In Proceedings of the ER 2012 Workshops, edited by Silvana Castano, Panos Vassiliadis, Laks V. Lakshmanan and Mong-Li Lee, 391-395. Florence, Italy, 2012.
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Optimizing RDF Data Cubes for Efficient Processing of Analytical Queries." In Proceedings of the 6th International Workshop on Consuming Linked Data, COLD 2015, edited by Olaf Hartig, Juan Sequeda and Aidan Hogan. Bethlehem, Pennsylvania, USA. CEUR Workshop Proceedings 1426, 2015.
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Towards Exploratory OLAP over Linked Open Data: A Case Study." In Proceedings of the 7th International Workshop on Business Intelligence for the Real-Time Enterprises, BIRTE 2014, edited by Malu Castellanos, Umeshwar Dayal, Torben Bach Pedersen and Nesime Tatbul, 114-132. Lecture Notes in Business Information Processing, number 206. Springer, 2015.
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Processing Aggregate Queries in a Federation of SPARQL Endpoints." In Proceedings of the 12th European Semantic Web Conference, ESWC 2015, edited by Fabien Gandon, Marta Sabou, Harald Sack, Claudia d'Amato, Philippe Cudré-Mauroux and Antoine Zimmermann, 269-285. Lecture Notes in Computer Science, number 9088. Portoroz, Slovenia. Springer, 2015.
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Database Evolution for Software Product Lines." In Proceedings of 4th International Conference on Data Management Technologies and Applications, DATA 2015, edited by Markus Helfert, Andreas Holzinger, Orlando Belo and Chiara Francalanci, 125-133. Colmar, Alsace, France. SciTePress, 2015.
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CoDEL: A Relationally Complete Language for Database Evolution." In Proceedings of the 19th East European Conference on Advances in Databases and Information Systems, ADBIS 2015, edited by Tadeusz Morzy, Patrick Valduriez and Ladjel Bellatreche, 63-76. Lecture Notes in Computer Science, number 9282. Poitiers, France. Springer, 2015.
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SCIT: A Schema Change Interpretation Tool for Dynamic-Schema Data Warehouses." In Proceedings of the 26th Australasian Database Conference, ADC 2015, 323-327. Lecture Notes in Computer Science, number 9093. Melbourne, VIC, Australia. Springer, 2015.
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A Framework for Building OLAP Cubes on Graphs." In Proceedings of the 19th East-European Conference on Advances in Databases and Information Systems, ADBIS 2015, edited by Tadeusz Morzy, Patrick Valduriez and Ladjel Bellatreche, 63-76. Lecture Notes in Computer Science, number 9282. Poitiers, France. Springer, 2015.
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An analytics-aware conceptual model for evolving graphs." In Proceedings of the 15th International Conference on Data Warehousing and Knowledge Discovery, DaWaK'13, edited by Ladjel Bellatreche and Mukesh K. Mohania, 1-12. Lecture Notes in Computer Science, number 8057. Prague, Czech Republic. Springer, 2013.
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Towards a Standards-based Cloud Service Manager." In Proceedings of the 3rd International Conference on Cloud Computing and Services Science, CLOSER 2013, edited by Frédéric Desprez and others, 127-130. Aachen, Germany. SciTePress, 2013.
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Materializing Baseline Views for Deviation Detection Exploratory OLAP." In Proceedings of the 17th International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2015, edited by Sanjay Madria and Takahiro Hara, 243-254. Lecture Notes in Computer Science, number 9263. Valencia, Spain. Springer, 2015.
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Real-Time Business Intelligence in the MIRABEL Smart Grid System." In Proceedings of the 6th International Workshop on Business Intelligence for the Real-Time Enterprise, BIRTE 2012, edited by Malu Castellanos, Umeshwar Dayal and Elke A. Rundensteiner, 1-22. Lecture Notes in Business Information Processing, number 154. Istanbul, Turkey. Springer, 2012.
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Towards Integrated Data Analytics: Time Series Forecasting in DBMS." Datenbank-Spektrum 13 (2013): 45-53.
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A distributed approach for graph-oriented multidimensional analysis." In Proceedings of the 2013 IEEE International Conference on Big Data, edited by Xiaohua Hu and others, 9-16. Santa Clara, CA, USA. IEEE Computer Society Press, 2013.
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Data Management in the MIRABEL Smart Grid System." In Proceedings of the 2012 Joint EDBT/ICDT Workshops, EDBT-ICDT'12, 95-102. Berlin, Germany. ACM, 2012.
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