Results 261 to 270 of about 27,298 (312)

Factorization norms and an inverse theorem for MaxCut. [PDF]

Math Ann
Balla I, Hambardzumyan L, Tomon I.
europepmc   +1 more source

Modularity‐Preserving Hamiltonian Compression for QAOA‐Based Community Detection

Advanced Quantum Technologies, Volume 9, Issue 6, June 2026.
This work explores several quantum methods to community detection in networks by simplifying modularity‐based Hamiltonians. By reducing circuit complexity through sparsification, spectral projection, and penalty techniques, the methods retain key structural information while improving efficiency.
Danilo Cavaliere, Giuseppe Fenza, Vincenzo Loia   +2 more
wiley   +1 more source

OFGPMA: Optimal frequency graph representation learning for pseudogene and miRNA association prediction. [PDF]

Front Genet
Zeng Y, Xiong L, Luo Y.
europepmc   +1 more source

A Resource Efficient Ising Model‐Based Quantum Sudoku Solver

Software: Practice and Experience, Volume 56, Issue 6, Page 643-657, June 2026.
ABSTRACT Background Quantum algorithms exploit superposition and parallelism to address complex combinatorial problems, many of which fall into the non‐polynomial (NP) class. Sudoku, a widely known logic‐based puzzle, is proven to be NP‐complete and thus presents a suitable testbed for exploring quantum optimization approaches.
Wen‐Li Wang, Mei‐Huei Tang, Kevin Wang, Muhammad Abdul Basit, Yuan Tian, Md. Sanaul Haque   +5 more
wiley   +1 more source

Relational subgraphs fused with complete subgraphs based on the knowledge graph for mining protein complexes. [PDF]

Sci Rep
Zhao R, Zhang D, Kou Y, Xian G, Yang X.
europepmc   +1 more source

Text Mining in Bibliometrics and Science Mapping: A Methodological Review

WIREs Computational Statistics, Volume 18, Issue 2, June 2026.
Text mining has become a foundational component of contemporary bibliometrics and science mapping, enabling systematic analysis of the semantic structure, thematic evolution, and cognitive organization of scientific fields. Integrating textual evidence with relational indicators enriches knowledge maps and supports more comprehensive, content‐sensitive
Michelangelo Misuraca
wiley   +1 more source

Network motif detection using hidden markov models. [PDF]

Sci Rep
Bampos C, Megalooikonomou V.
europepmc   +1 more source

Predicting SARS‐CoV‐2 Infection With Graph Attention Capsule Networks

Computational Intelligence, Volume 42, Issue 3, June 2026.
ABSTRACT Recent studies in machine learning have demonstrated the effectiveness of applying graph neural networks (GNNs) to single‐cell RNA sequencing (scRNA‐seq) data to predict COVID‐19 disease states. In this study, we propose an explainable graph attention capsule network (GACapNet), which extracts and fuses Severe Acute Respiratory Syndrome ...
Runjie Zhu, Jimmy Xiangji Huang, Amran Bhuiyan, Zhiwen Xie, Guangyou Zhou   +4 more
wiley   +1 more source

Hierarchical spatio-temporal graph network for risk prediction. [PDF]

Sci Rep
Chen F, Jia H, Zhou W, Zhu L, Xiao L.
europepmc   +1 more source