Statistical and Scientific Database Issues
IEEE Transactions on Software Engineering
Statistical relational tables for statistical database management
IEEE Transactions on Software Engineering
ACM Transactions on Database Systems (TODS)
STORM: a statistical object representation model
SSDBM V Proceedings of the fifth international conference on Statistical and scientific database management
A functional model for macro-databases
ACM SIGMOD Record
A data model for supporting on-line analytical processing
CIKM '96 Proceedings of the fifth international conference on Information and knowledge management
An array-based algorithm for simultaneous multidimensional aggregates
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
OLAP and statistical databases: similarities and differences
PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
A language and a physical organization technique for summary tables
SIGMOD '85 Proceedings of the 1985 ACM SIGMOD international conference on Management of data
Equivalence of Relational Algebra and Relational Calculus Query Languages Having Aggregate Functions
Journal of the ACM (JACM)
Hierarchies and relative operators in the OLAP environment
ACM SIGMOD Record
A foundation for capturing and querying complex multidimensional data
Information Systems - Data warehousing
Foundations of Databases: The Logical Level
Foundations of Databases: The Logical Level
SIGMOD '81 Proceedings of the 1981 ACM SIGMOD international conference on Management of data
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals
Data Mining and Knowledge Discovery
Mefisto: A Functional Model for Statistical Entities
IEEE Transactions on Knowledge and Data Engineering
Modelling Large Scale OLAP Scenarios
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Modeling Multidimensional Databases
ICDE '97 Proceedings of the Thirteenth International Conference on Data Engineering
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Total
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
Statistical Databases: Characteristics, Problems, and some Solutions
VLDB '82 Proceedings of the 8th International Conference on Very Large Data Bases
A Foundation for Multi-dimensional Databases
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
A Data Structure for Representing Aggregate Data
SSDBM '96 Proceedings of the Eighth International Conference on Scientific and Statistical Database Management
Summarizability in OLAP and Statistical Data Bases
SSDBM '97 Proceedings of the Ninth International Conference on Scientific and Statistical Database Management
From a Procedural to a Visual Query Language for OLAP
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Querying Multidimensional Databases
DBLP-6 Proceedings of the 6th International Workshop on Database Programming Languages
Multidimensional Data Modeling for Complex Data
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
Maintaining Data Cubes under Dimension Updates
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
Theory of Relational Databases
Theory of Relational Databases
An extension of relational algebra for summary tables
SSDBM'83 Proceedings of the 2nd international workshop on Proceedings of the Second International Workshop on Statistical Database Management
Proposal of a logical model for statistical data base
SSDBM'83 Proceedings of the 2nd international workshop on Proceedings of the Second International Workshop on Statistical Database Management
On the semantic completeness of macro-data operators for statistical aggregation
SSDBM'1992 Proceedings of the 6th international working conference on Scientific and statistical database management
An algebra for statistical data
SSDBM'86 Proceedings of the 3rd international workshop on Statistical and scientific database management
Integration of Geographic Information into Multidimensional Models
ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I
Graphical querying of multidimensional databases
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
A conceptual model for multidimensional analysis of documents
ER'07 Proceedings of the 26th international conference on Conceptual modeling
Finding an application-appropriate model for XML data warehouses
Information Systems
Multidimensional arrays for warehousing data on clouds
Globe'10 Proceedings of the Third international conference on Data management in grid and peer-to-peer systems
Analyzing demographic and economic simulation model results: a semi-automatic spatial OLAP approach
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part I
When Spatial Analysis Meets OLAP: Multidimensional Model and Operators
International Journal of Data Warehousing and Mining
Hi-index | 0.00 |
In this chapter the author proposes the different approaches for defining operators able to manipulate this multidimensional structure. In particular, he initially considers operators for multidimensional aggregate data which extend relational algebra and relational calculus (the so-called enlarged relational model). Then he discusses operators for multidimensional aggregate data defined in a tabular environment. In both the cases the author defines such data as statistical (aggregate) data. Subsequently he introduces the operators for OLAP applications, giving a terminology correspondence between the multidimensional aggregate (statistical) databases and OLAP areas. Then he defines the fundamental operators deduced from the previous ones, which form the basic algebra for the manipulation of multidimensional aggregate data, giving their formal definitions and some explanatory examples.