MHSNMF: multi-view hessian regularization based symmetric nonnegative matrix factorization for microbiome data analysis. [PDF]
Ma Y, Zhao J, Ma Y.
europepmc +1 more source
An extended definition of Anosov representation for relatively hyperbolic groups
Abstract We define a new family of discrete representations of relatively hyperbolic groups which unifies many existing definitions and examples of geometrically finite behavior in higher rank. The definition includes the relative Anosov representations defined by Kapovich–Leeb and Zhu, and Zhu–Zimmer, as well as holonomy representations of various ...
Theodore Weisman
wiley +1 more source
TriTan: an efficient triple nonnegative matrix factorization method for integrative analysis of single-cell multiomics data. [PDF]
Ma X, Lin L, Zhao Q, Iqbal M.
europepmc +1 more source
PID‐Like Robust Control of Non‐Minimum Phase Robotic Manipulators
ABSTRACT This paper proposes an output‐feedback tracking controller for non‐minimum phase nonlinear systems with unknown uncertainties and external disturbances, where not all states are measurable, and the zero dynamics are unstable. The approach combines a backstepping‐based stabilizing state‐feedback law with a cascade extended high‐gain observer ...
Mohammad Al Saaideh +2 more
wiley +1 more source
Analyzing Single Cell RNA Sequencing with Topological Nonnegative Matrix Factorization. [PDF]
Hozumi Y, Wei GW.
europepmc +1 more source
NITUMID: Nonnegative matrix factorization-based Immune-TUmor MIcroenvironment Deconvolution. [PDF]
Tang D, Park S, Zhao H.
europepmc +1 more source
ABSTRACT This paper develops a framework for designing output feedback controllers for constrained linear parameter‐varying systems that experience persistent disturbances. We specifically propose an incremental parameter‐varying output feedback control law to address control rate constraints, as well as state and control amplitude constraints.
Jackson G. Ernesto +2 more
wiley +1 more source
Extended nonnegative matrix factorization for dynamic functional connectivity analysis of fMRI data. [PDF]
Long Z, Xu Y, Zou W, Duan Y, Yao L.
europepmc +1 more source
Graph regularized L2,1-nonnegative matrix factorization for miRNA-disease association prediction. [PDF]
Gao Z, Wang YT, Wu QW, Ni JC, Zheng CH.
europepmc +1 more source

