This paper proposes a hybrid GNN‐RL system coupled with a cloud‐based automated experimentation system to optimise topology‐aware, multi‐objective, and scalable programs in the network. ABSTRACT Software‐Defined Networking (SDN) and Network Function Virtualisation (NFV) offer the benefit of dynamic control and flexible resources that can be managed ...
Muhammad Hasnain +2 more
wiley +1 more source
Novel genetic profile linked to cognitive decline in Hispanics/Latinos
Abstract BACKGROUND The APOE ε4 allele has weaker association with ADRD outcomes in Hispanic/Latino populations compared to non‐Hispanic White and East Asian populations. METHODS We used whole‐genome sequencing data from 13,025 Hispanic/Latino adults to infer population groups (clusters) from short DNA sequences at the APOE gene region.
Yana Hrytsenko +14 more
wiley +1 more source
In-situ efficiency and parameter estimation for induction motors using heuristic optimization. [PDF]
Göztaş M, Sahman MA, Çunkaş M.
europepmc +1 more source
SBOM Tooling Ecosystem: A Systematic Literature Review
This systematic review shows that no single SBOM generation method consistently delivers accurate and complete results across software ecosystems. Hybrid, ecosystem‐aware approaches—supported by improved metadata, runtime context, and developer usability—offer the strongest direction for trustworthy software supply‐chain transparency.
Mohd Nizam Mohd. Mydin +2 more
wiley +1 more source
Bio-Inspired Enhanced Adaptive Centered Collision Optimizer for Hyperparameter Optimization of Multi-Scale Spatio-Temporal ConvNeXt in Boxing Action Recognition. [PDF]
Liu T.
europepmc +1 more source
Abstract The integrity of scholarly communication depends critically on the accuracy and verifiability of cited references. Citations enable readers to trace prior work, assess evidence, and situate new contributions within the existing literature. However, concerns have emerged regarding the presence of references in published papers that cannot be ...
Chengcheng Han +3 more
wiley +1 more source
Accelerated Parameter Optimization of Granular Models of Battery Manufacturing
Aiming to overcome classical traditional approaches disadvantages in automating parameter searches, this study introduces an asynchronous particle swarm optimizer that aims to explore a collection of simulation variables to achieve correlation with a macroscopic target property. The optimiser shown here runs across hundreds of cores on HPC environments,
Sourab Barath Vijayaraghavan +4 more
wiley +1 more source
Cardiac arrhythmia detection via PQRST analyzed data using an optimized hierarchical fused fuzzy deep reinforcement learning. [PDF]
Mahdavi N +6 more
europepmc +1 more source
A Critical Analysis of Optimization Algorithms for Cultural Heritage Conservation and Management
Methodological framework and decision‐support roadmap for optimization algorithms in cultural heritage conservation and management. ABSTRACT Heritage buildings symbolize cultural identity, architectural character, and historical epitome of communities.
Eslam Mohammed Abdelkader +6 more
wiley +1 more source
Energy-aware priority-based task scheduling in cloud data centers using bacterial foraging optimization. [PDF]
Hosseinlou F +3 more
europepmc +1 more source

