From data mining to knowledge discovery: an overview
Advances in knowledge discovery and data mining
A statistical perspective on knowledge discovery in databases
Advances in knowledge discovery and data mining
Exploratory cartographic visualization: advancing the agenda
Computers & Geosciences - Special issue on exploratory cartographic visualization
Self-organizing maps
Component software: beyond object-oriented programming
Component software: beyond object-oriented programming
Java studio by example
Principles of human-computer collaboration for knowledge discovery in science
Artificial Intelligence
Readings in information visualization: using vision to think
Readings in information visualization: using vision to think
Systems integration within the geosciences
Computers & Geosciences - Special issue on system integration within the geosciences
The computational support of scientific discovery
International Journal of Human-Computer Studies - Special issue on Machine Discovery
Machine Learning
Interoperating Geographic Information Systems
Interoperating Geographic Information Systems
Java Language Specification, Second Edition: The Java Series
Java Language Specification, Second Edition: The Java Series
Statistical Themes and Lessons for Data Mining
Data Mining and Knowledge Discovery
The Application Visualization System: A Computational Environment for Scientific Visualization
IEEE Computer Graphics and Applications
The STARLIGHT information visualization system
IV '97 Proceedings of the IEEE Conference on Information Visualisation
Modular techniques in information visualization
APVis '01 Proceedings of the 2001 Asia-Pacific symposium on Information visualisation - Volume 9
Visualization Schemas for Flexible Information Visualization
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
A model and software system for coordinated and multiple views in exploratory visualization
Information Visualization - Special issue on coordinated and multiple views in exploratory visualization
Visualization and semantic analysis of geographic metadata
Proceedings of the 2005 workshop on Geographic information retrieval
IHM 2004 Proceedings of the 16th conference on Association Francophone d'Interaction Homme-Machine
SIGDOC '06 Proceedings of the 24th annual ACM international conference on Design of communication
re-View: an IV toolkit for extracting and relating dynamic views
SAICSIT '06 Proceedings of the 2006 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
IEEE Transactions on Visualization and Computer Graphics
Visual exploration and analysis of historic hotel visits
Information Visualization
GeoAnalytics visual inquiry and filtering tools in parallel coordinates plots
Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems
A design framework exploratory geovisualization in epidemiology
Information Visualization
Creation and Collaboration: Engaging New Audiences for Information Visualization
Information Visualization
VDM-RS: A visual data mining system for exploring and classifying remotely sensed images
Computers & Geosciences
SimpleGrid toolkit: Enabling geosciences gateways to cyberinfrastructure
Computers & Geosciences
Computers and Electronics in Agriculture
DaisyViz: A model-based user interface toolkit for interactive information visualization systems
Journal of Visual Languages and Computing
VikiBuilder: end-user specification and generation of visual wikis
Proceedings of the IEEE/ACM international conference on Automated software engineering
Visualization of multi-domain ranked data
Search computing
Human-centered visualization environments
Human-centered visualization environments
Web-based cluster analysis for the time-series signature of local spatial association
W2GIS'06 Proceedings of the 6th international conference on Web and Wireless Geographical Information Systems
Investigating the need for eliminatory constraints in the user interface of bicycle route planners
COSIT'05 Proceedings of the 2005 international conference on Spatial Information Theory
Investigative visual analysis of global terrorism
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
An interactive visual analytics system for bridge management
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
The design of a flexible web-based analytical platform for urban research
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Extending search to crowds: a model-driven approach
Search Computing
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The fundamental goal of the GeoVISTA Studio project is to improve geoscientific analysis by providing an environment that operationally integrates a wide range of analysis activities, including those both computationally and visually based. Improving the infrastructure used in analysis has far-reaching potential to better integrate human-based and computationally based expertise, and so ultimately improve scientific outcomes. To address these challenges, some difficult system design and software engineering problems must be overcome.This paper illustrates the design of a component-oriented system, GeoVISTA Studio, as a means to overcome such difficulties by using state-of-the-art component-based software engineering techniques. Advantages described include: ease of program construction (visual programming), an open (non-proprietary) architecture, simple component-based integration and advanced deployment methods. This versatility has the potential to change the nature of systems development for the geosciences, providing better mechanisms to coordinate complex functionality, and as a consequence, to improve analysis by closer integration of software tools and better engagement of the human expert. Two example applications are presented to illustrate the potential of the Studio environment for exploring and better understanding large, complex geographical datasets and for supporting complex visual and computational analysis.