The data warehouse toolkit: practical techniques for building dimensional data warehouses
The data warehouse toolkit: practical techniques for building dimensional data warehouses
OLAP solutions: building multidimensional information systems
OLAP solutions: building multidimensional information systems
Microsoft OLAP solutions
SQL standardization: the next steps
ACM SIGMOD Record
A survey of logical models for OLAP databases
ACM SIGMOD Record
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals
Data Mining and Knowledge Discovery
Extending Practical Pre-Aggregation in On-Line Analytical Processing
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Datawarehousing Has More Colours Than Just Black & White
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Austrian Online Archive Processing: Analyzing Archives of the World Wide Web
ECDL '02 Proceedings of the 6th European Conference on Research and Advanced Technology for Digital Libraries
Metrics for data warehouse quality
Effective databases for text & document management
Implementing operations to navigate semantic star schemas
DOLAP '03 Proceedings of the 6th ACM international workshop on Data warehousing and OLAP
A visual interface technique for exploring OLAP data with coordinated dimension hierarchies
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Multidimensional data modeling for location-based services
The VLDB Journal — The International Journal on Very Large Data Bases
A framework of web-based decision support systems for portfolio selection with OLAP and PVM
Decision Support Systems
An extendible multidimensional array system for MOLAP
Proceedings of the 2006 ACM symposium on Applied computing
Interactive Exploration of Data Traffic with Hierarchical Network Maps
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
MedTAKMI-CDI: interactive knowledge discovery for clinical decision intelligence
IBM Systems Journal
A method for online analytical processing of text data
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Exploring website log data with coordinated dimension hierarchies and network pivots
International Journal of Computational Science and Engineering
History offset implementation scheme for large scale multidimensional data sets
Proceedings of the 2008 ACM symposium on Applied computing
Integrating GIS and data warehousing in a Web environment: A case study of the US 1880 Census
International Journal of Geographical Information Science
View Discovery in OLAP Databases through Statistical Combinatorial Optimization
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
Hierarchical decision rules mining
Expert Systems with Applications: An International Journal
Filter co-ordinations for exploring multi-dimensional data
Journal of Visual Languages and Computing
Multidimensional data modeling for business process analysis
ER'07 Proceedings of the 26th international conference on Conceptual modeling
Integrating keyword search with multiple dimension tree views over a summary corpus data cube
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Structured prior knowledge and granular structures
BI'09 Proceedings of the 2009 international conference on Brain informatics
Multi-dimensional building performance data management for continuous commissioning
Advanced Engineering Informatics
Multiversion data warehouse constraints
DOLAP '10 Proceedings of the ACM 13th international workshop on Data warehousing and OLAP
Effective bitmap indexing for non-metric similarities
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Business intelligence for small and middle-sized entreprises
ACM SIGMOD Record
Hybrid merge/overlap execution technique for parallel array processing
Proceedings of the EDBT/ICDT 2011 Workshop on Array Databases
ArrayStore: a storage manager for complex parallel array processing
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
On the requirements for user-centric spatial data warehousing and SOLAP
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
EaCRS: an extendible array based compression scheme for high dimensional data
Proceedings of the Second Symposium on Information and Communication Technology
Hypergraph-based multidimensional data modeling towards on-demand business analysis
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
From analysis to interactive exploration: building visual hierarchies from OLAP cubes
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
International Journal of Data Analysis Techniques and Strategies
A survey of open source tools for business intelligence
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
An extendible array based implementation of relational tables for multi dimensional databases
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Exploring web logs with coordinated OLAP dimension hierarchies
DNIS'05 Proceedings of the 4th international conference on Databases in Networked Information Systems
Avatara: OLAP for web-scale analytics products
Proceedings of the VLDB Endowment
Bio-Inspired P2P Systems: The Case of Multidimensional Overlay
ACM Transactions on Autonomous and Adaptive Systems (TAAS) - Special Section: Extended Version of SASO 2011 Best Paper
Query-by-example approach towards on-demand multidimensional analysis
International Journal of Business Intelligence and Data Mining
OLAP technology for business process intelligence: challenges and solutions
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Exploring hierarchical multidimensional data with unified views of distribution and correlation
Journal of Visual Languages and Computing
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Multidimensional data-base technology is a key factor in the interactive analysis of large amounts of data for decision-making purposes. In contrast to previous technologies, these databases view data as multidimensional cubes that are particularly well suited for data analysis. Multidimensional models categorize data either as facts with associated numerical measures or as textual dimensions that characterize the facts. Queries aggregate measure values over a range of dimension values to provide results such as total sales per month of a given product. Multidimensional database technology is being applied to distributed data and to new types of data that current technology often cannot adequately analyze. For example, classic techniques such as preaggregation cannot ensure fast query response times when data-such as that obtained from sensors or GPS-equipped moving objects-changes continuously. Multidimensional database technology will increasingly be applied where analysis results are fed directly into other systems, thereby eliminating humans from the loop. When coupled with the need for continuous updates, this context poses stringent performance requirements not met by current technology.