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One-class land-cover classification using MaxEnt: the effect of modelling parameterization on classification accuracy
(PEERJ INC, 2019)
Multiple-class land-cover classification approaches can be inefficient when the main goal is to classify only one or a few classes. Under this scenario one-class classification algorithms could be a more efficient alternative. ...
A novel MAP-MRF approach for multispectral image contextual classification using combination of suboptimal iterative algorithms
(ELSEVIER SCIENCE BV, 2010)
In this paper we present a novel approach for multispectral image contextual classification by combining iterative combinatorial optimization algorithms. The pixel-wise decision rule is defined using a Bayesian approach ...
Soybean rust detection and disease severity classification by remote sensing
(Wiley-Blackwell, 2022-09-15)
The detection and monitoring of soybean rust (SBR) through remote sensing is promising because of the importance of the crop and the aspects of the disease. We evaluated the effects of different levels of SBR severity on ...
The impact of socioeconomic and phenotypic traits on self‑perception of ethnicity in Latin America
(Nature, 2021)
Self-perception of ethnicity is a complex social trait shaped by both, biological and non-biological
factors. We developed a comprehensive analysis of ethnic self-perception (ESP) on a large sample of
Latin American ...
Respuesta metabólica del camarón blanco, Litopenaeus vannamei en relación al ciclo de muda y durante el proceso de cosecha en un cultivo semi-intensivo así como su repercusión sobre la calidad postcosecha
(Centro de Investigaciones Biológicas del Noroeste, S.C., 2017)
Filogeografía y variación en la estructura genética del cirio (Fouquieria columnaris (Kellogg) Kellogg ex Curran)
(Centro de Investigaciones Biológicas del Noroeste, S.C., 2017)
Respuesta de la avifauna a desmontes de pequeña escala en la selva tropical seca en la comunidad de La Guásima, Concordia, Sinaloa, México
(Centro de Investigación en Alimentación y Desarrollo, A.C., 2016)
RESISTENCIA A LA INSULINA EN LAS COMUNIDADES COMCÁAC DE SONORA: ASOCIACIÓN CON PATRONES DIETARIOS Y DE ACTIVIDAD FÍSICA
(Centro de Investigación en Alimentación y Desarrollo, A.C., 2015)
A review on the combination of binary classifiers in multiclass problems
(SPRINGER, 2008)
Several real problems involve the classification of data into categories or classes. Given a data set containing data whose classes are known, Machine Learning algorithms can be employed for the induction of a classifier ...