Visual explanations: images and quantities, evidence and narrative
Visual explanations: images and quantities, evidence and narrative
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Characterizing interactive externalizations
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Readings in information visualization: using vision to think
Readings in information visualization: using vision to think
Towards an effective cooperation of the user and the computer for classification
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
RuleViz: a model for visualizing knowledge discovery process
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
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
Interactive Construction of Decision Trees
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
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
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
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We proposed an interactive visualization model for knowledge discovery and data mining, with which four visual KDD systems for different targets have been implemented. The implementation issues are considered and three implementation paradigms, including image-based approach, algorithm-embedded approach, and interaction-driven approach, are presented and discussed. The issues and paradigms presented in this paper can also be used in the design of Web mining and Web agenda.