Students
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Publications of the IT4BI-DC Candidates
Analytics on Indoor Moving Objects with Applications in Airport Baggage Tracking. PhD Thesis, Aalborg Universitetsforlag, 2016.
Towards Prescriptive Analytics in Cyber-Physical Systems. PhD Thesis, Aalborg University, Denmark, and Technische Universität Dresden, Germany, 2014.
Requirement-driven Design and Optimization of Data-Intensive Flows. PhD Thesis, Universitat Politècnica de Catalunya (UPC), BarcelonaTech; Université libre de Bruxelles, 2016.
"Aggregating and Disaggregating Flexibility Objects." IEEE Transactions on Knowledge and Data Engineering 27 (2015): 2893-2906.
"Finding dense locations in symbolic indoor tracking data: modeling, indexing, and processing." Geoinformatica (2016).
"A requirement-driven approach to the design and evolution of data warehouses." Information Systems 44 (2014): 94-119.
"Towards Integrated Data Analytics: Time Series Forecasting in DBMS." Datenbank-Spektrum 13 (2013): 45-53.
"Aggregating and Disaggregating Flexibility Objects." In Proceedings of the 24th International Conference on Scientific and Statistical Database Management, SSDBM'12, edited by Anastasia Ailamaki and Shawn Bowers, 379-396. Lecture Notes in Computer Science, number 7338. Chania, Crete, Greece. Springer, 2012.
"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.
"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.
"Automated Data Pre-processing via Meta-learning." In Model and Data Engineering (MEDI). Springer Verlag, LNCS 9893, 2016.
"Balancing Energy Flexibilities Through Aggregation." In Proceedings of the Second ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2014, edited by Wei Lee Woon, Zeyar Aung and Stuart Madnick, 17-37. Lecture Notes in Computer Science, number 8817. Nancy, France. Springer, 2014.
"Bijoux: Data Generator for Evaluating ETL Process Quality." In Proceedings of the 17th International Workshop on Data Warehousing and OLAP, DOLAP 2014, edited by Il-Yeol Song, Alkis Simitsis and Alfredo Cuzzocrea, 23-32. Shanghai, China, 2014.
"Capturing hotspots for constrained indoor movement." In Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2013, edited by Craig A. Knoblock, Markus Schneider, Peer Kröger, John Krumm and Peter Widmayer, 462-465. Orlando, FL, USA. ACM, 2013.
"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.
"A Data Warehouse Solution for Analyzing RFID-Based Baggage Tracking Data." In Proceedings of the 14th IEEE International Conference on Mobile Data Management, MDM 2013, 283-292. Vol. 1. Milan, Italy. IEEE, 2013.
"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.
"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.
"Driver input selection for main-memory multi-way joins." In Proceedings of the 28th Annual ACM Symposium on Applied Computing, SAC'13, 818-825. Coimbra, Portugal. ACM, 2013.
"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.
"Evaluating the Value of Flexibility in Energy Regulation Markets." In Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, e-Energy '15, edited by Shivkumar Kalyanaraman, Deva P. Seetharam, Rajeev Shorey, Sarvapali D. Ramchurn and Mani Srivastava, 131-140. Bangalore, India. ACM, 2015.
"Finding Dense Locations in Indoor Tracking Data." In Proceedings of the 15th IEEE International Conference on Mobile Data Management, MDM 2014, edited by Arkady B. Zaslavsky, Panos K. Chrysanthis, Christian Becker, Jadwiga Indulska, Mohamed F. Mokbel, Daniela Nicklas and Chi-Yin Chow, 189-194. Vol. 1. Brisbane, Australia, 2014.
"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.
"A Framework for User-Centered Declarative ETL." In Proceedings of the 17th International Workshop on Data Warehousing and OLAP, DOLAP 2014, edited by Il-Yeol Song, Alkis Simitsis and Alfredo Cuzzocrea, 67-70. Shanghai, China. ACM, 2014.
"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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