Using Support Vector Machines for Facet Partitioning in Multidimensional Scaling.
Sign Up to like & getrecommendations! Published in 2022 at "Multivariate behavioral research"
DOI: 10.1080/00273171.2022.2035207
Abstract: In this article we focus on interpreting multidimensional scaling (MDS) configurations using facet theory. The facet theory approach is attempting to partition a representational space, facet by facet, into regions with certain simplifying constraints on… read more here.
Keywords: multidimensional scaling; vector machines; facet; support vector ... See more keywords
A Multitag Cooperative Localization Algorithm Based on Weighted Multidimensional Scaling for Passive UHF RFID
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2019.2907771
Abstract: Radio frequency identification (RFID) technology, which is one of the important implementation ways of Internet-of-Things (IoT), has achieved much attention in indoor localization areas. Passive ultrahigh frequency (UHF) RFID tag localization has a great development… read more here.
Keywords: rfid; multidimensional scaling; passive uhf; uhf rfid ... See more keywords
Unsupervised learning framework with multidimensional scaling in predicting epithelial-mesenchymal transitions.
Sign Up to like & getrecommendations! Published in 2020 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2020.2992605
Abstract: Clustering tumor metastasis samples from gene expression data at the whole genome level remains an arduous challenge, in particular, when the number of experimental samples is small and the number of genes is huge. We… read more here.
Keywords: tumor metastasis; epithelial mesenchymal; unsupervised learning; multidimensional scaling ... See more keywords
MDSClone: Multidimensional Scaling Aided Clone Detection in Internet of Things
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2018.2805291
Abstract: Cloning is a very serious threat in the Internet of Things (IoT), owing to the simplicity for an attacker to gather configuration and authentication credentials from a non-tamper-proof node, and replicate it in the network.… read more here.
Keywords: detection; clone detection; internet things; mdsclone ... See more keywords
Interaction of Perceived Frequency and Intensity in Fingertip Electrotactile Stimulation: Dissimilarity Ratings and Multidimensional Scaling
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2017.2702628
Abstract: Sensations elicited by electrical stimulation of touch are multidimensional, varying in perceived intensity and quality in response to changes in stimulus current or waveform timing. This paper manipulated both current and frequency, while volunteer participants… read more here.
Keywords: frequency; stimulation; intensity; dissimilarity ... See more keywords
On Optimality of Weighted Multidimensional Scaling for Range-Based Localization
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2020.2973132
Abstract: Weighted multidimensional scaling (WMDS) is an attractive technique and is of extensive application for range-based localization. However, the optimality of the WMDS is not proved thoroughly because of the difficult Moore-Penrose pesudo-inverse operation, and it… read more here.
Keywords: range based; based localization; multidimensional scaling; optimality ... See more keywords
Distance stability analysis in multidimensional scaling using the jackknife method
Sign Up to like & getrecommendations! Published in 2017 at "British Journal of Mathematical and Statistical Psychology"
DOI: 10.1111/bmsp.12079
Abstract: Stability or sensitivity analysis is an important topic in data analysis that has received little attention in the application of multidimensional scaling (MDS), for which the only available approaches are given in terms of a… read more here.
Keywords: methodology; analysis; jackknife; stability ... See more keywords
BayMDS: An R Package for Bayesian Multidimensional Scaling and Choice of Dimension
Sign Up to like & getrecommendations! Published in 2022 at "Applied Psychological Measurement"
DOI: 10.1177/01466216221084219
Abstract: MDSIC computes and plots MDSIC that can be used to select optimal number of dimensions for a given data set. There are also a few plot functions. plotObj shows pairwise scatter plots of object con… read more here.
Keywords: multidimensional scaling; scaling choice; choice dimension; package bayesian ... See more keywords