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Evaluation of hyperspectral multitemporal information to improve tree species identification in the highly diverse atlantic forest
(2020-01-01)
The monitoring of forest resources is crucial for their sustainable management, and tree species identification is one of the fundamental tasks in this process. Unmanned aerial vehicles (UAVs) and miniaturized lightweight ...
HIERARCHICAL DECOMPOSITION OF MULTICLASS PROBLEMS
(ACAD SCIENCES CZECH REPUBLIC, INST COMPUTER SCIENCEPRAGA, 2008)
Several popular Machine Learning techniques are originally designed for the solution of two-class problems. However, several classification problems have more than two classes. One approach to deal with multiclass problems ...
A survey of evolutionary algorithms for decision-tree induction
(IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCPISCATAWAY, 2012)
This paper presents a survey of evolutionary algorithms that are designed for decision-tree induction. In this context, most of the paper focuses on approaches that evolve decision trees as an alternate heuristics to the ...
Statistical analysis of texture in trunk images for biometric identification of tree species
(Springer, 2015-04-01)
The identification of tree species is a key step for sustainable management plans of forest resources, as well as for several other applications that are based on such surveys. However, the present available techniques are ...