Exploring the potential of combining chemometric approaches to model non-linear multi-way data with quantitative purposes - A case study.
Sign Up to like & getrecommendations! Published in 2021 at "Analytica chimica acta"
DOI: 10.1016/j.aca.2020.10.039
Abstract: Second-order based calibration methods have been widely investigated capitalizing on the inherent benefits of the data structure and the decomposition models, demonstrating that second-order advantage is a property that conspires to a high likelihood success… read more here.
Keywords: way data; multi way; non linear; case study ... See more keywords
Extension of SO-PLS to multi-way arrays: SO-N-PLS
Sign Up to like & getrecommendations! Published in 2017 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2017.03.002
Abstract: Abstract Multi-way data arrays are becoming more common in several fields of science. For instance, analytical instruments can sometimes collect signals at different modes simultaneously, as e.g. fluorescence and LC/GC-MS. Higher order data can also… read more here.
Keywords: pls; multi block; way; multi way ... See more keywords
Tracing the geographical origin of burdock root based on fluorescent components using multi-way chemometrics techniques.
Sign Up to like & getrecommendations! Published in 2018 at "Microchemical Journal"
DOI: 10.1016/j.microc.2017.12.012
Abstract: Abstract Tracing the geographical origin of burdock root based on fluorescent components using multi-way chemometrics techniques were investigated in this work. Excitation emission spectra were obtained for 150 burdock root of different geographical origins by… read more here.
Keywords: burdock; geographical origin; burdock root; model ... See more keywords
Dating admixture events is unsolved problem in multi-way admixed populations
Sign Up to like & getrecommendations! Published in 2020 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bby112
Abstract: Advances in human sequencing technologies, coupled with statistical and computational tools, have fostered the development of methods for dating admixture events. These methods have merits and drawbacks in estimating admixture events in multi-way admixed populations.… read more here.
Keywords: admixture events; admixture; dating admixture; admixed populations ... See more keywords
Multi-way relation-enhanced hypergraph representation learning for anti-cancer drug synergy prediction
Sign Up to like & getrecommendations! Published in 2022 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btac579
Abstract: MOTIVATION Drug combinations have exhibited promise in treating cancers with less toxicity and fewer adverse reactions. However, in vitro screening of synergistic drug combinations is time-consuming and labour-intensive because of the combinatorial explosion. Although a… read more here.
Keywords: multi way; drug combinations; drug synergy; cell lines ... See more keywords
Discriminating sample groups with multi‐way data
Sign Up to like & getrecommendations! Published in 2017 at "Biostatistics"
DOI: 10.1093/biostatistics/kxw057
Abstract: &NA; High‐dimensional linear classifiers, such as distance weighted discrimination (DWD) and versions of the support vector machine (SVM), are commonly used in biomedical research to distinguish groups of subjects based on a large number of… read more here.
Keywords: way data; sample groups; way; measured multiple ... See more keywords
Transmission of dynamic supercoiling in linear and multi-way branched DNAs and its regulation revealed by a fluorescent G-quadruplex torsion sensor
Sign Up to like & getrecommendations! Published in 2018 at "Nucleic Acids Research"
DOI: 10.1093/nar/gky534
Abstract: Abstract DNA supercoiling is an important regulator of gene activity. The transmission of transcription-generated supercoiling wave along a DNA helix provides a way for a gene being transcribed to communicate with and regulate its neighboring… read more here.
Keywords: dna; transmission; dynamic supercoiling; sensor ... See more keywords
Buffer-Aided Max-Link Relay Selection for Multi-Way Cooperative Multi-Antenna Systems
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2019.2919024
Abstract: In this letter, we present a relay-selection strategy for multi-way cooperative multi-antenna systems that are aided by a central processor node, where a cluster formed by two users is selected to simultaneously transmit to each… read more here.
Keywords: max link; link; relay selection; multi way ... See more keywords
Imperfect CSI Based Multi-Way Satellite Relaying
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2018.2833471
Abstract: The problem of multi-way satellite relaying is discussed in this letter. A new transmission method is proposed to improve the performance of the considered system. Further, it is well known that for detecting the transmitted… read more here.
Keywords: way satellite; system; satellite relaying; way ... See more keywords
Partial Zero-Forcing for Multi-Way Relay Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2018.2828107
Abstract: The ever increasing demands for mobile network access have resulted in a significant increase in bandwidth usage. By improving the system spectral efficiency, multi-way relay networks (MWRNs) provide promising approaches to address this challenge. In… read more here.
Keywords: way relay; zero forcing; relay; relay networks ... See more keywords
Power Allocation for Multi-Way Massive MIMO Relaying
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2018.2839608
Abstract: We consider a multi-way decode-and-forward relaying network with very large antenna arrays at the relay station. In this system, each user and the relay operate in half-duplex and time-division duplexing modes. To exchange information among… read more here.
Keywords: transmission protocol; power allocation; multi way; power ... See more keywords