The dynamic HomeFinder: evaluating dynamic queries in a real-estate information exploration system
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Visual information seeking: tight coupling of dynamic query filters with starfield displays
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A case for interaction: a study of interactive information retrieval behavior and effectiveness
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
Data mining solutions: methods and tools for solving real-world problems
Data mining solutions: methods and tools for solving real-world problems
Readings in information visualization
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
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
Data mining: concepts and techniques
Data mining: concepts and techniques
Information visualization in data mining and knowledge discovery
Information visualization in data mining and knowledge discovery
Interactive machine learning: letting users build classifiers
International Journal of Human-Computer Studies
Computer Power and Human Reason: From Judgment to Calculation
Computer Power and Human Reason: From Judgment to Calculation
Intelligent Data Analysis: An Introduction
Intelligent Data Analysis: An Introduction
HD-Eye: Visual Mining of High-Dimensional Data
IEEE Computer Graphics and Applications
Dynamic Queries for Visual Information Seeking
IEEE Software
Interactive Exploration of Time Series Data
DS '01 Proceedings of the 4th International Conference on Discovery Science
Fusion: interactive coordination of diverse data, visualizations, and mining algorithms
CHI '03 Extended Abstracts on Human Factors in Computing Systems
Combining visual techniques for Association Rules exploration
Proceedings of the working conference on Advanced visual interfaces
ClusterMap: labeling clusters in large datasets via visualization
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Knowledge Precepts for Design and Evaluation of Information Visualizations
IEEE Transactions on Visualization and Computer Graphics
VISTA: validating and refining clusters via visualization
Information Visualization
Exploring erotics in Emily Dickinson's correspondence with text mining and visual interfaces
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
iVIBRATE: Interactive visualization-based framework for clustering large datasets
ACM Transactions on Information Systems (TOIS)
International Journal of Human-Computer Studies
Exploratory spatio-temporal data mining and visualization
Journal of Visual Languages and Computing
Interactive Decision Tree Construction for Interval and Taxonomical Data
Visual Data Mining
Towards Effective Visual Data Mining with Cooperative Approaches
Visual Data Mining
Visualizations at First Sight: Do Insights Require Training?
USAB '08 Proceedings of the 4th Symposium of the Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society on HCI and Usability for Education and Work
Automatic generation of textual summaries from neonatal intensive care data
Artificial Intelligence
Mass data exploration in oncology: An information synthesis approach
Journal of Biomedical Informatics
Visual data mining of multimedia data for social and behavioral studies
Information Visualization
Adaptive Visual Clustering for Mixed-Initiative Information Structuring
Proceedings of the Symposium on Human Interface 2009 on ConferenceUniversal Access in Human-Computer Interaction. Part I: Held as Part of HCI International 2009
High dimensional visual data classification
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
Discovery and visualization of expertise in a scientific community
Proceedings of the 7th International Conference on Frontiers of Information Technology
The discovery of hierarchical cluster structures assisted by a visualization technique
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
A top-down approach for hierarchical cluster exploration by visualization
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Proceedings of the 12th International Conference on Computer Systems and Technologies
Visualizing association rules in a framework for visual data mining
From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
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The growing use of information visualization tools and data mining algorithms stems from two separate lines of research. Information visualization researchers believe in the importance of giving users an overview and insight into the data distributions, while data mining researchers believe that statistical algorithms and machine learning can be relied on to find the interesting patterns. This paper discusses two issues that influence design of discovery tools: statistical algorithms vs visual data presentation, and hypothesis testing vs exploratory data analysis. The paper claims that a combined approach could lead to novel discovery tools that preserve user control, enable more effective exploration, and promote responsibility.