Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Data mining using two-dimensional optimized association rules: scheme, algorithms, and visualization
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
A framework for information visualisation
ACM SIGMOD Record
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Theme Editors' Introduction: Advancing Interactive Visualization and Computational Steering
IEEE Computational Science & Engineering
Visualization Techniques for Mining Large Databases: A Comparison
IEEE Transactions on Knowledge and Data Engineering
Mining Generalized Association Rules
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Parallel coordinates: a tool for visualizing multi-dimensional geometry
VIS '90 Proceedings of the 1st conference on Visualization '90
AViz: A Visualization System for Discovering Numeric Association Rules
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
CViz: An Interactive Visualization System for Rule Induction
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
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We introduce an interactive system which visualizes the knowledge in data mining processes, including attribute values, evolutionary attributes, associations of attributes, classiffications and hierarchical concepts. The basic framework of knowledge visualization in data mining is discussed and the algorithms for visualizing different forms of knowledge are presented. The application of our initial prototype system, DVIZ, to Canada Education Statistics is described and some preliminary results presented.