Motif‐based embedding label propagation algorithm for community detection
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22759
Abstract: Community detection can exhibit the aggregation behavior of complex networks. Network motifs are the fundamental building blocks which can reveal the higher‐order structure of complex networks. Label propagation algorithm has the advantage of approximately linear… read more here.
Keywords: propagation algorithm; label propagation; community detection; community ... See more keywords
A 3D meshfree crack propagation algorithm for the dynamic fracture in arbitrary curved shell
Sign Up to like & getrecommendations! Published in 2020 at "Computer Methods in Applied Mechanics and Engineering"
DOI: 10.1016/j.cma.2020.113139
Abstract: Abstract In this work, we proposed a meshfree crack propagation algorithm for dynamic fracture in arbitrary curved shell structures. In the numerical simulation of shell fracture, the treatment of crack discontinuity and simulation of fracture… read more here.
Keywords: propagation algorithm; fracture; dynamic fracture; algorithm dynamic ... See more keywords
PSPLPA: Probability and similarity based parallel label propagation algorithm on spark
Sign Up to like & getrecommendations! Published in 2018 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2018.02.130
Abstract: Abstract With the rapid growth of social network, the cost of computation is increasing. Many existing algorithms are not suitable for the large-scale data. Apache Spark is an open-source cluster computing framework that empowers us… read more here.
Keywords: label; label propagation; propagation algorithm; propagation ... See more keywords
Community detection with the Label Propagation Algorithm: A survey
Sign Up to like & getrecommendations! Published in 2019 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2019.122058
Abstract: Abstract Community detection aims at discovering the structure, behavior, dynamics, and organization of a complex network by finding cohesive groups where nodes (entities) are, in some sense, more similar within the group and groups are… read more here.
Keywords: label propagation; propagation algorithm; community detection;
Decentralized Signal Detection via Expectation Propagation Algorithm for Uplink Massive MIMO Systems
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2020.3008151
Abstract: The existing centralized antenna array architecture and the corresponding centralized baseband processing based signal detection algorithms incur huge burden on the raw baseband data rates and chip input/output bandwidth for massive multiple-input multiple-output (MIMO) systems.… read more here.
Keywords: propagation algorithm; signal detection; mimo systems; expectation propagation ... See more keywords
Local Media Image Propagation Algorithm and Its Governance in the Age of Artificial Intelligence
Sign Up to like & getrecommendations! Published in 2022 at "Applied Bionics and Biomechanics"
DOI: 10.1155/2022/7723634
Abstract: With a large number of images provided by TV and other media flowing into the Internet and the reduction of technical barriers, images have not only become a daily practice for people to record their… read more here.
Keywords: artificial intelligence; image propagation; image; propagation algorithm ... See more keywords
Optimal Parameter Selection Using Three-term Back Propagation Algorithm for Data Classification
Sign Up to like & getrecommendations! Published in 2017 at "International Journal on Advanced Science, Engineering and Information Technology"
DOI: 10.18517/ijaseit.7.4-2.3387
Abstract: The back propagation (BP) algorithm is the most popular supervised learning method for multi-layered feed forward Neural Network. It has been successfully deployed in numerous practical problems and disciplines. Regardless of its popularity, BP is… read more here.
Keywords: propagation algorithm; algorithm; term; bpgd ... See more keywords
Inferring Latent Disease-lncRNA Associations by Label-Propagation Algorithm and Random Projection on a Heterogeneous Network
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.798632
Abstract: Long noncoding RNA (lncRNA), a type of more than 200 nucleotides non-coding RNA, is related to various complex diseases. To precisely identify the potential lncRNA–disease association is important to understand the disease pathogenesis, to develop… read more here.
Keywords: disease; propagation algorithm; lncrna disease; label propagation ... See more keywords
An improved two-stage label propagation algorithm based on LeaderRank
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.981
Abstract: Abstract To solve the problems of poor stability and low modularity (Q) of community division results caused by the randomness of node selection and label update in the traditional label propagation algorithm, an improved two-stage… read more here.
Keywords: improved two; propagation algorithm; community; stage ... See more keywords