Sensitivity Analysis in OLAP Databases
Proceedings of the 20th International Conference on Enterprise Information Systems, 2018 The theoretical underpinnings under which sensitivity analysis is valid in OLAP databases are dealt with in this paper. Sensitivity analysis is considered to be the reverse of explanation generation in diagnostic reasoning. Our exposition differentiates between sensitivity analysis in systems of purely drill-down equation and mixed systems of equations
Caron, Emiel, Daniels, Hennie
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n-Dimensional intuitionistic fuzzy index matrix representation of multidimensional data partitioning methods [PDF]
Notes on IFS, 2023 In the present research paper, the data partitioning operations are investigated. Their functionalities are discussed. n-dimensional intuitionistic fuzzy index matrix is used to represent the multidimensional data partitioning.
Veselina Bureva, Krassimir T. Atanassov
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Pervasive Real-Time Analytical Framework—A Case Study on Car Parking Monitoring
Information, 2023 Due to the amount of data emerging, it is necessary to use an online analytical processing (OLAP) framework capable of responding to the needs of industries.
Francisca Barros +3 more
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Olimpíada brasileira de informática no município de Videira/SC: ferramenta web para avaliar o perfil dos competidores [PDF]
Revista de Gestão e Avaliação Educacional, 2020 Neste texto se apresenta um trabalho que teve como objetivo a criação de uma ferramenta que permitisse realizar consultas analíticas online - olaps - sobre os dados dos competidores das escolas de Videira/SC que participaram da Olimpíada Brasileira de ...
Leila Lisiane Rossi +3 more
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FPGA-based heterogeneous acceleration study for multidimensional cubing [PDF]
ITM Web of Conferences, 2022 Today’s information processing not only faces an explosion of data volume and data dimensions, but also has to meet the growing user requirements for timeliness.
Meng Yuan, Yang Jun, Li Jun
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Prognostic risk estimates of patients with multiple sclerosis and their physicians: comparison to an online analytical risk counseling tool. [PDF]
PLoS ONE, 2013 BACKGROUND: Prognostic counseling in multiple sclerosis (MS) is difficult because of the high variability of disease progression. Simultaneously, patients and physicians are increasingly confronted with making treatment decisions at an early stage, which
Christoph Heesen +8 more
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StreamingCube: Seamless Integration of Stream Processing and OLAP Analysis
IEEE Access, 2020 Many organizations require real-time analysis of their business data streams to make instantaneous decisions. Data streams are often multidimensional and at the lowest level of abstraction, yet analysts are interested in their multilevel interactive ...
Salman Ahmed Shaikh, Hiroyuki Kitagawa
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A New Big Data Benchmark for OLAP Cube Design Using Data Pre-Aggregation Techniques
Applied Sciences, 2020 In recent years, several new technologies have enabled OLAP processing over Big Data sources. Among these technologies, we highlight those that allow data pre-aggregation because of their demonstrated performance in data querying.
Roberto Tardío +2 more
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Design and Implementation of OLAP System for Distributed Data Warehouse [PDF]
Al-Rafidain Journal of Computer Sciences and Mathematics, 2013 Data warehousing and on-line analytical processing (OLAP) are essential elements of decision support, which has increasingly become a focus of the database industry.
Murtadha Hamad, Abdullah Mahdi
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Expressing OLAP Preferences [PDF]
, 2009 Multidimensional databases play a relevant role in statistical and scientific applications, as well as in business intelligence systems. Their users express complex OLAP queries, often returning huge volumes of facts, sometimes providing little or no information. Thus, expressing preferences could be highly valuable in this domain.
GOLFARELLI, MATTEO, RIZZI, STEFANO
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