Scientific Research Publishing

Estimation of Distribution Algorithm with Multivariate T-Copulas for Multi-Objective Optimization ()

Department of Computer Science and Technology, Guangzhou University, Guangzhou, China. Optimization problems are widely encountered in various fields of science and technology. When an optimization ...
GitHub

MVT: Estimation and testing for the multivariate t-distribution

MVT package contains a set of routines to perform estimation and inference under the multivariate t-distribution. These methods are a direct generalization of the multivariate inference under the ...
GitHub

multivariate-distribution

The HotellingEllipse package helps draw the Hotelling's T-squared ellipse on a PCA or PLS score scatterplot by computing the Hotelling's T-squared statistic and providing the ellipse's x-y coordinates ...
IEEE

Optimizing Clustering Algorithms for Anti-Microbial Evaluation Data: A Majority Score-Based Evaluation of K-Means, Gaussian Mixture Model, and Multivariate T-Distribution Mixtures

Abstract: This study presents a detailed analysis of the performance of the majority score clustering algorithm on three different datasets of anti-microbial evaluation, namely the minimum inhibitory ...
IEEE

MPDA: Multivariate Probability Distribution Autoencoder for Hyperspectral Anomaly Detection

Abstract: In recent years, the significant success of deep learning (DL) in computer vision has contributed to its continuous development in the field of hyperspectral image (HSI) anomaly detection ...
Scientific Research Publishing

Testing and Predicting Volatility Spillover—A Multivariate GJR-GARCH Approach ()

1 College of Business, Law and Governance, James Cook University, Townsville, Australia. 2 Institute of Business & Information Technology, University of the Punjab, Lahore, Pakistan. Security traders ...