Abstract: This paper presents a comparison analysis for methods of land use classification, between object-oriented and Maximum likelihood methods in Karst area. Nine types of objects are selected in ...

Abstract: In this paper, a simplified maximum likelihood classification method is applied to cluster-space hyperspectral data analysis. A principal components (PC) transformation is firstly used for ...

A two-way analysis of variance model with correlated errors in one classification is discussed. It is assumed that the p measurements in each row have a general covariance matrix Σ. The maximum ...

Land use refers to how the surface of a designated area is utilized, encompassing both developed and vacant lands. The intricate interplay between population growth and the availability of natural ...

ABSTRACT: Wajir County is an arid and semi-arid area with little and unreliable rainfall. The main livelihood of her people is livestock production through pastoralism, which enables pastoralists to ...

This repository focuses on implementing and analyzing the Mixture of Gaussians (MoG) model for clustering and classification problems, including the use of the Expectation-Maximization (EM) algorithm ...

The large-sample distribution of the error rate of an arbitrary estimator of the optimal classification rule is given. The asymptotic distribution of the logistic ...