Results 141 to 150 of about 4,346 (236)
Graph‐based imitation and reinforcement learning for efficient Benders decomposition
Abstract This work introduces an end‐to‐end graph‐based agent for accelerating the computational efficiency of Benders Decomposition. The agent's policy is parameterized by a graph neural network, which takes as input a bipartite graph representation of the master problem and proposes a candidate solution.
Bernard T. Agyeman +3 more
wiley +1 more source
This work introduces a novel framework for identifying non‐small cell lung cancer biomarkers from hundreds of volatile organic compounds in breath, analyzed via gas chromatography‐mass spectrometry. This method integrates generative data augmentation and multi‐view feature selection, providing a stable and accurate solution for biomarker discovery in ...
Guancheng Ren +10 more
wiley +1 more source
A Robust Filter Design for Uncertain Singular Systems with Unreliable Channels
This paper considers the problem of robust Hâ filter design in uncertain discrete-time singular systems with possible missing measurements due to unreliable network transmission channels.
Ching-Min Lee, Meng-Hsuan Hsieh
doaj
Information Fusion for Industrial Mobile Platform Safety via Track-Before-Detect Labeled Multi-Bernoulli Filter. [PDF]
Rathnayake T +4 more
europepmc +1 more source
Allele specific expression in Alzheimer's disease
Abstract INTRODUCTION Allele‐specific expression (ASE), preferential expression of one allele at a heterozygous locus, is implicated in various brain diseases but remains largely uncharacterized in Alzheimer's disease (AD). METHODS We performed a genome‐wide characterization of ASE variants across seven brain regions of 2,231 AD and Control patients ...
Zishan Wang +6 more
wiley +1 more source
δ-Generalized Labeled Multi-Bernoulli Filter Using Amplitude Information of Neighboring Cells. [PDF]
Liu C, Sun J, Lei P, Qi Y.
europepmc +1 more source
HPV‐Adjusted Feature Screening With FDR Control in Head and Neck Cancer
ABSTRACT Human papillomavirus (HPV) is a well‐established prognostic factor in head and neck (HN) cancer, with HPV‐positive patients exhibiting markedly better survival outcomes compared to their HPV‐negative counterparts. While advances in (cancer) genomics have been pivotal to precision medicine, existing gene screening methods for identifying ...
Atika Farzana Urmi +2 more
wiley +1 more source
Non‐Newtonian blood flow through multiple tilted ellipsoidal stenoses is numerically investigated using the DeKee‐Turcotte‐Papanastasiou model. The results reveal asymmetric velocity fields, elevated wall shear stress, significant pressure drops, and shear‐dependent thermal effects, highlighting the critical hemodynamic risks associated with eccentric ...
Azad Hussain, Huma Naz
wiley +1 more source
Seedling counts over 26 years revealed that wetter‐site temperate tree species struggle to recruit in warmer, drier years, whereas drier‐site species are more climate‐tolerant. Shadier forests buffered seedlings from heat and drought. Local soils and canopy cover strongly shaped outcomes, revealing considerable differences among species in climate ...
Bailey H. McNichol, Richard K. Kobe
wiley +1 more source
ABSTRACT When evaluating treatment effects in progressive disease clinical trials, analyses of time to recurrent or terminal events largely ignore (or separately analyze) functional measures of disease progression over time. For instance, in pulmonary research settings, treatment may impact recurrent times‐to‐hospitalization, mortality and pulmonary ...
Lantian Xu, Susan Murray
wiley +1 more source

