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Canopy clustering algorithm

The canopy clustering algorithm is an unsupervised pre-clustering algorithm introduced by Andrew McCallum, Kamal Nigam and Lyle Ungar in 2000. It is… 
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Related topics

Related topics

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Cluster analysisComputer clusterCurse of dimensionalityEnvironment for DeveLoping KDD-Applications Supported by Index-Structures

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage
The identification of common sets of records in multiple databases has become an increasingly important subject in many… 
Highly Cited
2015
Highly Cited
2015
A Parallel Distributed Weka Framework for Big Data Mining Using Spark
Effective Big Data Mining requires scalable and efficient solutions that are also accessible to users of all levels of expertise… 
Review
2011
Review
2011
Selection of ancillary data to derive production management units in sweet corn (Zea Mays var. rugosa) using MANOVA and an information criterion
In production systems where high-resolution harvest data are unavailable there is often a reliance on ancillary information to… 
2010
2010
Assessing a Template Matching Approach for Tree Height and Position Extraction from Lidar-Derived Canopy Height Models of Pinus Pinaster Stands
In this paper, an assessment of a method using a correlation filter over a lidar-derived digital canopy height model (CHM) is… 
Highly Cited
2008
Highly Cited
2008
Analysis of lacunarity and scales of spatial homogeneity in IKONOS images of Amazonian tropical forest canopies
Highly Cited
2007
Highly Cited
2007
Impacts of forest gaps on soil properties and processes in old growth northern hardwood-hemlock forests
We examined the influence of treefall gaps on soil properties and processes in old growth northern hardwood-hemlock forests in… 
Highly Cited
2006
Highly Cited
2006
Nutrient Uptake and Distribution in a Mature `Pinot noir' Vineyard
The nutrient uptake and distribution patterns for N, P, K, Ca, and Mg were determined in mature (23 to 24 year old), field-grown… 
Highly Cited
2005
Highly Cited
2005
Prediction of velocity profiles and longitudinal dispersion in emergent salt marsh vegetation
To predict the behavior of solutes and suspended particles in wetlands, it is necessary to estimate advection and longitudinal… 
Highly Cited
2001
Highly Cited
2001
A Comparison of Multispectral and Multitemporal Information in High Spatial Resolution Imagery for Classification of Individual Tree Species in a Temperate Hardwood Forest
Highly Cited
1997
Highly Cited
1997
Modeling canopy structure and heterogeneity across scales: From crowns to canopy
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