Results 21 to 30 of about 754,732 (250)
Frontiers in Bioinformatics, 2023 Conventional dimensionality reduction methods like Multidimensional Scaling (MDS) are sensitive to the presence of orthogonal outliers, leading to significant defects in the embedding.
Wanxin Li +7 more
doaj +1 more source
A method for comparing perceptual distances and areas with multidimensional scaling
MethodsX, 2020 This paper presents a method for adding additional statistical comparisons to multidimensional scaling (MDS). The object of study in our work is perceptual distances between speech sound categories.
Phil J. Howson, Philip J. Monahan
doaj +1 more source
Mengenal Multi Dimensional Scaling
Psikologika: Jurnal Pemikiran dan Penelitian Psikologi, 2006 Measurement of psychological attributes is an important aspect in Psychology. Related with that, the application of measurement tools-including tests scaling become important.
Muhammad Idrus
doaj +1 more source
Using MDS preference plot as visual analytics of data: A machine learning approach
Methodological Innovations, 2023 The primary purpose of this paper is to advocate the use of multidimensional scaling (MDS) preference plot to study relationships among variables and individual differences in these variables.
Yan Zhang, Cody Ding
doaj +1 more source
Methods in Psychology, 2021 We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality.
Steven Verheyen, Gert Storms
doaj +1 more source
A Note on the Interpretation of Scale Values in Multidimensional Scaling Growth Analysis
Journal of Methods and Measurement in the Social Sciences, 2011 Multidimensional Scaling (MDS) has been used as a growth mixture modeling technique in psychological and education research in recent years. This note focuses on a detailed explanation of interpreting the scale values in MDS growth analysis.
Cody Ding
doaj +1 more source
Representing Time Series Data in Intelligent Training Systems
Proceedings of the International Florida Artificial Intelligence Research Society Conference, 2021 Many of the most popular intelligent training systems, including driving and flight simulators, generate user time series data. This paper presents a comparison of representation options for two different student modeling problems: 1) early failure ...
Shengnan Hu +5 more
doaj +1 more source
An investigation of Multidimensional Scaling with an emphasis on the development of an R based Graphical User Interface for performing Multidimensional Scaling procedures [PDF]
, 2012 This dissertation is centered around the development of a graphical user interface, using the R statistical programing language, for performing Multidimensional Scaling. This program is called the MDS-GUI.
Timm, Andrew
core +1 more source
Analysis of world economic variables using multidimensional scaling. [PDF]
PLoS ONE, 2015 Waves of globalization reflect the historical technical progress and modern economic growth. The dynamics of this process are here approached using the multidimensional scaling (MDS) methodology to analyze the evolution of GDP per capita, international ...
J A Tenreiro Machado +1 more
doaj +1 more source
Barekeng, 2016 Multidimensional Scaling (MDS) merupakan salah satu teknik peubah ganda yang dapat digunakan untuk menentukan posisi suatu objek berdasarkan penilaiannya kemiripannya.Tujuan penelitian ini adalah untuk memperoleh deskripsi pelanggan terhadap restoran ...
Ferry Kondo Lembang +2 more
doaj +1 more source