Results 181 to 190 of about 1,622,314 (332)
Topological Graph Neural Networks: A Novel Approach for Geometric Deep Learning
This graphical abstract illustrates the Topological Graph Neural Network (TopGNN) architecture. It demonstrates a parallel processing approach where an input graph is simultaneously analyzed by a standard GNN Encoder to capture local node features and by Persistent Homology to extract global topological features (like cycles and voids), visualized as a
Amarjeet +7 more
wiley +1 more source
A Hybrid Genetic Algorithm for Service Caching and Task Offloading in Edge-Cloud Computing [PDF]
Li Li, Yusheng Sun, Bo Wang
openalex +1 more source
Frugivore Declines Across Taxa Affect Forest Biomass
We examined how frugivore declines affect aboveground biomass in 260 1‐ha forest plots across Gabon using imputed frugivory networks between 122 frugivores and 99,349 trees. Simulated frugivore declines across Gabon tended to reduce aboveground biomass, with effects varying by taxon and geography.
Camille M. M. DeSisto +8 more
wiley +1 more source
A novel coordinated edge caching with request filtration in radio access network. [PDF]
Li Y, Xu Y, Lin T, Wang X, Ci S.
europepmc +1 more source
Finding Maximum Weight 2‐Packing Sets on Arbitrary Graphs
ABSTRACT A 2‐packing set for an undirected, weighted graph G=(V,E,w) is a subset 𝒮⊆V such that any two vertices v1,v2∈𝒮 are not adjacent and have no common neighbors. The Maximum Weight 2‐Packing Set problem that asks for a 2‐packing set of maximum weight is NP‐hard.
Jannick Borowitz +2 more
wiley +1 more source
Perspectives On Machine Learning Inference Serving in Real‐World Settings
ABSTRACT Introduction As machine learning (ML)‐enabled systems become increasingly prevalent across industries, the engineering challenges of deploying and maintaining them in production have emerged as critical. The existing engineering knowledge base often derives from conceptual frameworks or case studies conducted by large technology companies ...
Dennis Muiruri +3 more
wiley +1 more source
ABSTRACT As the capital of Makuria, Tungul was a major sociopolitical center within medieval Nubia, being the seat of a bishopric and a monastic community. During the excavation of the Kom H monastery, three burial crypts (Crypts 1–3) were uncovered.
Robert J. Stark +2 more
wiley +1 more source
Learning a Hybrid Proactive and Reactive Caching Policy in Wireless Edge Under Dynamic Popularity [PDF]
Kaiqiang Qi +2 more
openalex +1 more source
Central Dogma Cycle and Network: A Model for Cell Memory
This paper revisits the Central Dogma, expanding it to the Central Dogma cycle (CDC) and Central Dogma cyclic network (CDCN). These models frame cellular memory as a system of logic‐based processes with an architecture of interconnected cycles that more accurately describe cellular information flow in cells. ABSTRACT This paper proposes an extension of
Martin R. Schiller
wiley +1 more source

