Sentence examples for forest framework from inspiring English sources
Recent progresses in machine learning algorithms allow the modeling of right-censored survival data within the random forest framework [ 20].
Here we present "Elucidating Network Topology with Sequence" (ENTS), a binary PPI classifier that uses a random forest framework.
In this article, we propose iRafNet a new algorithm in which different data types are integrated under a unified random forest framework.
Our work provides another demonstration on this concept and points out a direction to further improve the prediction performance under random forest framework.
To overcome this problem, as future work, we consider to design a new model where the contribution of each data source is estimated and appropriately weighted within the unified random forest framework.
We introduce two novel features that use the quantized data of the Discrete Cosine Transform (DCT) in a Semantic Texton Forest based framework (STF), by combining together colour and texture information for semantic segmentation purpose.
China's forest policy framework has generally followed this paradigm as large-scale deforestation over the 20th century led to landscapes that, while economically productive, were made vulnerable to natural disturbances.
Other factors that contributed to an effective use of research in the development of policy included the active engagement of policy developers/analysts in the design of projects using "policies as hypotheses" within an adaptive forest management framework.
Within a scenario of resource scarcity, huge budgetary constraints and other public choices of equivalent priority to that of combating wildfires, new wildfire management strategies seem necessary to achieve efficient answers to the increasing complexity of the economic and technical Mediterranean forest fire framework.
The core of the forest simulation framework WaldPlaner 2.1 (Hansen and Nagel 2014) is a site-sensitive single tree growth model.
Strengthening the legal forest management framework is an important element in achieving sustainable forest management.
