Cubist In Use

Numerous publications by Cubist users are available on the web. Here's a sample, grouped roughly by application area but in no particular order:

Data mining to determine local effects of Mercury emissions

The urban heat island mitigation impact screening tool (MIST)

Assessing causes in spatial variability in urban heat island magnitude

Discovering communicable scientific knowledge from spatio-temporal data

Subpixel urban land cover estimation: comparing Cubist, Random Forests, and Support Vector Regression

Multi-Resolution Land Characteristics Consortium: National Land Cover Database 1992-2001 retrofit change product

A strategy for estimating tree canopy density using LANDSAT 7 ETM+ and high resolution images over large areas

Building a nationwide 30-meter forest parameter dataset for forest health risk assessments

Application of decision-tree techniques to forest group and basal area mapping using satellite imagery and forest inventory data

Fuels products of the LANDFIRE project

An empirical InSAR-optical fusion approach to mapping vegetation canopy height

Mapping impervious surfaces and forest canopy using classification and regression tree analysis

A remote sensing and GIS-assisted spatial decision support system for hazardous waste site monitoring

Impervious surface mapping in Southern Norway

Development of a circa 2000 landcover database for the United States

Gully erosion mapping for the National Land and Water Resources Audit

Gully and riverbank erosion mapping for the Murray-Darling Basin

Topographic scaling for the NLWRA sediment project

Prediction of sheet and rill erosion over the Australian continent

Derivation of a perennial vegetation density map for the south-west region of Western Australia

The Vegetation Outlook (VegOut): a new tool for providing outlooks of general vegetation conditions using data mining techniques

Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy

A data mining approach to soil temperature and moisture prediction

Recent progress in the development of automated analysis and forecast products for ceiling visibility conditions

Spatially explicit seasonal forecasting using fuzzy spatiotemporal clustering of long-term daily rainfall and temperature data

Mining California vital statistics data

Investigation of an artificial intelligence technology -- Model trees. Novel applications for an immediate release tablet formulation database

© RULEQUEST RESEARCH 2010

Last updated February 2010