Results 51 to 60 of about 275,529 (157)
On the localization of the personalized PageRank of complex networks [PDF]
, 2012 In this paper new results on personalized PageRank are shown. We consider directed graphs that may contain dangling nodes. The main result presented gives an analytical characterization of all the possible values of the personalized PageRank for any node.
Romance del Río, Miguel +5 more
core +1 more source
Impact of Intra-Layer Clustering on Information Diffusion Dynamics in Multilayer Complex Networks
IEEE AccessComplex networks represent non-trivial topologies of connected natural and artificial systems. Revealing how information spreads within such multilayered systems is critical to the investigation of processes such as social influence, rumor spread, and ...
Lekshmi S. Nair +2 more
doaj +1 more source
IEEE Access, 2018 With the rapid growth of networking, cyber-physical-social systems (CPSSs) provide vast amounts of information. Aimed at the huge and complex data provided by networking, obtaining valuable information to meet precise search needs when capturing user ...
Yayuan Tang +4 more
doaj +1 more source
Multilabel user classification using the community structure of online networks. [PDF]
PLoS ONE, 2017 We study the problem of semi-supervised, multi-label user classification of networked data in the online social platform setting. We propose a framework that combines unsupervised community extraction and supervised, community-based feature weighting ...
Georgios Rizos +2 more
doaj +1 more source
Big Data in Cancer Genomics: Computational Foundations and Emerging Pathways for Precision Oncology
Computational and Systems Oncology, Volume 6, Issue 1, December 2026.ABSTRACT This review aims to explore the computational foundations of big data in cancer genomics and examine emerging pathways that support precision oncology and personalized cancer care. A narrative review approach was adopted to synthesize evidence from PubMed, Scopus, Web of Science, and IEEE Xplore.
Nur Vanu +8 more
wiley +1 more source
Performance Assessment of the Network Reconstruction Approaches on Various Interactomes
Frontiers in Molecular Biosciences, 2021 Beyond the list of molecules, there is a necessity to collectively consider multiple sets of omic data and to reconstruct the connections between the molecules.
M. Kaan Arici +3 more
doaj +1 more source
Enhancing E‐Commerce Recommendations Through Review Summarization and Multi‐Embedding Feature Fusion
Expert Systems, Volume 43, Issue 9, September 2026.ABSTRACT With the rapid growth of e‐commerce, recommender systems have become essential tools for alleviating information overload by providing users with personalized item suggestions that match their preferences. Traditional collaborative filtering approaches have shown strong performance, while they still suffer from data sparsity since they rely ...
Haebin Lim +4 more
wiley +1 more source
AI Magazine, Volume 47, Issue 2, Summer 2026.Abstract The exponential growth of scientific literature—over 2.5 million papers and 3.5 million patents annually—poses critical challenges for knowledge discovery. To address these, we propose SCIMKG (Scientific Knowledge Graph), a framework for constructing scientific knowledge graphs via multi‐source heterogeneous multi‐source.
Erxi Zhu, Yuan Hu
wiley +1 more source
, 2021 Part of the report Adjusting PageRank parameters and Comparing results. -- Comparing the effect of using different values of damping factor, with PageRank (pull, CSR). Adjustment of the damping factor α is a delicate balancing act. For smaller values of
Subhajit Sahu
core +1 more source
Dynamic personalized pagerank in entity-relation graphs [PDF]
, 2007 Extractors and taggers turn unstructured text into entity-relation(ER) graphs where nodes are entities (email, paper, person,conference, company) and edges are relations (wrote, cited,works-for).
Chakrabarti, Soumen
core +3 more sources