Cargando…

Minimum Spanning vs. Principal Trees for Structured Approximations of Multi-Dimensional Datasets

Construction of graph-based approximations for multi-dimensional data point clouds is widely used in a variety of areas. Notable examples of applications of such approximators are cellular trajectory inference in single-cell data analysis, analysis of clinical trajectories from synchronic datasets,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chervov, Alexander, Bac, Jonathan, Zinovyev, Andrei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7711596/ https://www.ncbi.nlm.nih.gov/pubmed/33287042 http://dx.doi.org/10.3390/e22111274

Ejemplares similares

Lizard Brain: Tackling Locally Low-Dimensional Yet Globally Complex Organization of Multi-Dimensional Datasets
por: Bac, Jonathan, et al.
Publicado: (2020)

Trajectories, bifurcations, and pseudo-time in large clinical datasets: applications to myocardial infarction and diabetes data
por: Golovenkin, Sergey E, et al.
Publicado: (2020)

Method And Software For Fast Construction Of Principal Manifolds Approximations
por: Zinovyev, A Yu
Publicado: (2003)

Visualization of very large high-dimensional data sets as minimum spanning trees
por: Probst, Daniel, et al.
Publicado: (2020)

Minimum spanning tree analysis of the human connectome
por: van Dellen, Edwin, et al.
Publicado: (2018)

Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees
Publicado: (2018)

Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data
por: Mirkes, Evgeny M., et al.
Publicado: (2022)

Reconstructing B cell lineage trees with minimum spanning tree and genotype abundances
por: Abdollahi, Nika, et al.
Publicado: (2023)

Alzheimer Classification Using a Minimum Spanning Tree of High-Order Functional Network on fMRI Dataset
por: Guo, Hao, et al.
Publicado: (2017)

Using the minimum spanning tree to recognize dotted and dashed curves
por: Zahn, C T
Publicado: (1974)

Using the Minimum Spanning Tree to recognize dotted and dashed curves
por: Zahn, C T
Publicado: (1973)

Data, instance sets, and instances generator for the Hop-Constrained Minimum Spanning Tree problem, the Delay-Constrained Minimum Spanning Tree problem, and their bi-objective variants
por: Carvalho, Iago A., et al.
Publicado: (2023)

On the approximability of the fixed-tree balanced minimum evolution problem
por: Frohn, Martin
Publicado: (2021)

HAMSTER: visualizing microarray experiments as a set of minimum spanning trees
por: Wan, Raymond, et al.
Publicado: (2009)

Quantifying Data Dependencies with Rényi Mutual Information and Minimum Spanning Trees
por: Eggels, Anne, et al.
Publicado: (2019)

Phase unwrapping with a rapid opensource minimum spanning tree algorithm (ROMEO)
por: Dymerska, Barbara, et al.
Publicado: (2020)

A Novel Minimum Spanning Tree Clustering Algorithm Based on Density Core
por: Gao, Qiang, et al.
Publicado: (2022)

A Clustering-Enhanced Memetic Algorithm for the Quadratic Minimum Spanning Tree Problem
por: Zhang, Shufan, et al.
Publicado: (2022)

EEG Functional Connectivity Underlying Emotional Valance and Arousal Using Minimum Spanning Trees
por: Cao, Rui, et al.
Publicado: (2020)

Bioinspired Bare Bones Mayfly Algorithm for Large-Scale Spherical Minimum Spanning Tree
por: Zhang, Tian, et al.
Publicado: (2022)

Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Normal Controls With Subnetwork Selection and Graph Kernel Principal Component Analysis Based on Minimum Spanning Tree Brain Functional Network
por: Cui, Xiaohong, et al.
Publicado: (2018)

Not Seeing the Forest for the Trees: Size of the Minimum Spanning Trees (MSTs) Forest and Branch Significance in MST-Based Phylogenetic Analysis
por: Teixeira, Andreia Sofia, et al.
Publicado: (2015)

Efficient and Accurate Construction of Genetic Linkage Maps from the Minimum Spanning Tree of a Graph
por: Wu, Yonghui, et al.
Publicado: (2008)

Forecasting the COVID-19 transmission in Italy based on the minimum spanning tree of dynamic region network
por: Dong, Min, et al.
Publicado: (2021)

Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph
por: Albergante, Luca, et al.
Publicado: (2020)

Real-Time Forecast of Influenza Outbreak Using Dynamic Network Marker Based on Minimum Spanning Tree
por: Yang, Kun, et al.
Publicado: (2020)

GLaMST: grow lineages along minimum spanning tree for b cell receptor sequencing data
por: Yang, Xingyu, et al.
Publicado: (2020)

Outlier detection using iterative adaptive mini-minimum spanning tree generation with applications on medical data
por: Li, Jia, et al.
Publicado: (2023)

Modeling Progression of Single Cell Populations Through the Cell Cycle as a Sequence of Switches
por: Zinovyev, Andrei, et al.
Publicado: (2022)

PHYLOViZ Online: web-based tool for visualization, phylogenetic inference, analysis and sharing of minimum spanning trees
por: Ribeiro-Gonçalves, Bruno, et al.
Publicado: (2016)

A novel approach to understanding Parkinsonian cognitive decline using minimum spanning trees, edge cutting, and magnetoencephalography
por: Simon, Olivier B., et al.
Publicado: (2021)

Integrating the Local Property and Topological Structure in the Minimum Spanning Tree Brain Functional Network for Classification of Early Mild Cognitive Impairment
por: Cui, Xiaohong, et al.
Publicado: (2018)

Approximate Minimum Selection with Unreliable Comparisons
por: Leucci, Stefano, et al.
Publicado: (2021)

On the Number of Spanning Trees of Graphs
por: Bozkurt, Ş. Burcu, et al.
Publicado: (2014)

Random topology organization and decreased visual processing of internet addiction: Evidence from a minimum spanning tree analysis
por: Wang, Hongxia, et al.
Publicado: (2019)

M-AMST: an automatic 3D neuron tracing method based on mean shift and adapted minimum spanning tree
por: Wan, Zhijiang, et al.
Publicado: (2017)

Frontal Functional Network Disruption Associated with Amyotrophic Lateral Sclerosis: An fNIRS-Based Minimum Spanning Tree Analysis
por: Borgheai, Seyyed Bahram, et al.
Publicado: (2020)

Centralized Multi-Hop Routing Based on Multi-Start Minimum Spanning Forest Algorithm in the Wireless Sensor Networks
por: Jin, Rencheng, et al.
Publicado: (2021)

Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation
por: Bac, Jonathan, et al.
Publicado: (2021)

An efficient 3-approximation algorithm for the Steiner tree problem with the minimum number of Steiner points and bounded edge length
por: Shin, Donghoon, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_59mf31dmpdiq8svgcd96524arg