Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. [PDF]
PLoS Comput Biol, 2020 Saxena S +10 more
europepmc +1 more source
Massive Spanning Forests on the Complete Graph: Exact Distribution and Local Limit
Random Structures &Algorithms, Volume 68, Issue 2, March 2026.ABSTRACT We provide new exact formulas for the distribution of massive spanning forests on the complete graph, which give also a new outlook on the celebrated special case of the uniform spanning tree. As a corollary we identify their local limit. This generalizes a well‐known theorem of Grimmett on the local limit of uniform spanning trees on the ...
Matteo D'Achille +2 more
wiley +1 more source
Cauchy hyper-graph Laplacian nonnegative matrix factorization for single-cell RNA-sequencing data analysis. [PDF]
BMC BioinformaticsWang GF, Shen L.
europepmc +1 more source
Solving a Random Asymmetric TSP Exactly in Quasi‐Polynomial Time W.H.P.
Random Structures &Algorithms, Volume 68, Issue 2, March 2026.ABSTRACT Let the costs C(i,j)$$ C\left(i,j\right) $$ for an instance of the Asymmetric Traveling Salesperson Problem (ATSP) be independent copies of a nonnegative random variable C$$ C $$ from a class of distributions that include the uniform [0,1]$$ \left[0,1\right] $$ distribution and the exponential mean 1 distribution with mean 1.
Tolson Bell, Alan M. Frieze
wiley +1 more source
Extended nonnegative matrix factorization for dynamic functional connectivity analysis of fMRI data. [PDF]
Cogn NeurodynLong Z, Xu Y, Zou W, Duan Y, Yao L.
europepmc +1 more source
Statistics in Medicine, Volume 45, Issue 6-7, March 2026.ABSTRACT In Alzheimer's disease (AD) research, many observational studies have shown that the effect of sleeping quality, a modifiable risk factor, on cognitive decline is heterogeneous, where some adults experience faster rates of cognitive decline compared to others.
Jingqi Duan +3 more
wiley +1 more source
Nonnegative matrix factorization for the identification of pressure ulcer risks from seating interface pressures in people with spinal cord injury. [PDF]
Med Biol Eng Comput, 2020 Yang TD, Jan YK.
europepmc +1 more source
Methods in Ecology and Evolution, Volume 17, Issue 3, Page 821-836, March 2026.Abstract The gut microbiota is increasingly recognized as a rich source of biological data that offers critical information on host health, including information on pathological conditions such as cancer, diabetes and other metabolic disorders. Inferring host health from gut bacterial composition using statistical analytical methods remains a challenge.
David Martin +3 more
wiley +1 more source
Integration of Imaging (epi)Genomics Data for the Study of Schizophrenia Using Group Sparse Joint Nonnegative Matrix Factorization. [PDF]
IEEE/ACM Trans Comput Biol Bioinform, 2020 Wang M +4 more
europepmc +1 more source