The merge/purge problem for large databases
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Implementing data cubes efficiently
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Data mining: concepts and techniques
Data mining: concepts and techniques
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals
Data Mining and Knowledge Discovery
Computer
Discovery-Driven Exploration of OLAP Data Cubes
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Declarative Data Cleaning: Language, Model, and Algorithms
Proceedings of the 27th International Conference on Very Large Data Bases
On the Computation of Multidimensional Aggregates
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Mining data streams under block evolution
ACM SIGKDD Explorations Newsletter
Enhancing OLAP functionality using self-organizing neural networks
Neural, Parallel & Scientific Computations - Special issue: Computing intelligence in management
A framework of web-based decision support systems for portfolio selection with OLAP and PVM
Decision Support Systems
An open source and web based framework for geographic and multidimensional processing
Proceedings of the 2006 ACM symposium on Applied computing
A data warehouse environment for storing and analyzing simulation output data
WSC '04 Proceedings of the 36th conference on Winter simulation
AIC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Informatics and Communications - Volume 7
Design and implementation of a national data warehouse
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Railway data warehousing system for booking data analysis
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Breast cancer survivability via AdaBoost algorithms
HDKM '08 Proceedings of the second Australasian workshop on Health data and knowledge management - Volume 80
Business intelligence solution for university management
MMACTEE'08 Proceedings of the 10th WSEAS International Conference on Mathematical Methods and Computational Techniques in Electrical Engineering
SENTINEL: a semantic business process monitoring tool
OBI '08 Proceedings of the first international workshop on Ontology-supported business intelligence
Business intelligence applications for university decision makers
WSEAS Transactions on Computers
Evaluation and control in project management
WSEAS Transactions on Information Science and Applications
Improving the performance and functionality of Mondrian open-source OLAP systems
Software—Practice & Experience
Data integration flows for business intelligence
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Analyses of multi-level and multi-component compressed bitmap indexes
ACM Transactions on Database Systems (TODS)
Web-oriented business intelligence solution based on Associative Query Logic
Software—Practice & Experience
Ontology-based metrics computation for business process analysis
Proceedings of the 4th International Workshop on Semantic Business Process Management
AIKED'11 Proceedings of the 10th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
An overview of business intelligence technology
Communications of the ACM
Efficiency and effectiveness of data warehousing: a case study
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Approximate query answering system architecture
Proceedings of the 15th WSEAS international conference on Computers
From analysis to interactive exploration: building visual hierarchies from OLAP cubes
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
LazyBase: trading freshness for performance in a scalable database
Proceedings of the 7th ACM european conference on Computer Systems
Minimizing index size by reordering rows and columns
SSDBM'12 Proceedings of the 24th international conference on Scientific and Statistical Database Management
Intelligent aspects of AIDA programming
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Discovering OLAP dimensions in semi-structured data
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
Metadata for approximate query answering systems
Advances in Software Engineering
Discovering dynamic classification hierarchies in OLAP dimensions
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Reference architectures to measure data completeness across integrated databases
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Building a Data Warehouse for Twitter Stream Exploration
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Data-based stability analysis of a class of nonlinear discrete-time systems
Information Sciences: an International Journal
| Hi-index | 4.12 |
Decision support systems form the core of business IT infrastructures because they let companies translate business information into tangible and lucrative results. Collecting, maintaining, and analyzing large amounts of data, however, involves expensive technical challenges that require organizational commitment. Many commercial tools are available for each of the three major data warehousing tasks: populating the data warehouse from independent operational databases, storing and managing the data, and analyzing the data to make intelligent business decisions. Data cleaning relates to heterogeneous data integration, a problem studied for many years. More work must be done to develop domain-independent tools that solve the data cleaning problems associated with data warehouse development. Most data mining research has focused on developing algorithms for building more accurate models or building models faster. However, data preparation and mining model deployment present several engaging problems that relate specifically to achieving better synergy between database systems and data mining technology.