WOAPR: an affinity propagation based clustering and optimal path selection for time-critical wireless sensor networks
Sign Up to like & getrecommendations! Published in 2019 at "IET Networks"
DOI: 10.1049/iet-net.2018.5081
Abstract: Wireless sensor networks (WSNs) spread their returns to every field having the requirement of continuous monitoring. Clustering is an important mechanism in WSN for minimum energy consumption and better network performance. In these networks, optimal… read more here.
Keywords: wireless sensor; affinity propagation; propagation based; time critical ... See more keywords
A Novel Self-Adaptive Affinity Propagation Clustering Algorithm Based on Density Peak Theory and Weighted Similarity
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DOI: 10.1109/access.2019.2956963
Abstract: To solve both the similarity calculation method and parameter limits problems of the affinity propagation algorithm (AP), the self-adaptive affinity propagation clustering algorithm based on density peak clustering and weighted similarity (DPWSAP) was proposed. The… read more here.
Keywords: self adaptive; similarity; density; affinity propagation ... See more keywords
Geodesic Affinity Propagation Clustering Based on Angle-Based Outlier Factor
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DOI: 10.1109/access.2023.3271996
Abstract: The affinity propagation (AP) clustering algorithm has received a lot of attention over the past few years. AP is efficient and insensitive to initialization, and generates clustering results with lower error and in less time.… read more here.
Keywords: propagation clustering; outlier factor; based outlier; affinity propagation ... See more keywords
Dynamic Small-Cell Clustering Using Affinity Propagation Algorithm in Asynchronous 5G NR OFDM Systems
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DOI: 10.1109/lcomm.2021.3108577
Abstract: In a joint transmission (JT) system using orthogonal frequency-division modulation (OFDM), performance degradation due to asynchronous interference resulting from the time difference of arrival is unavoidable. We propose an affinity propagation clustering (APC) algorithm for… read more here.
Keywords: apc algorithm; dynamic small; affinity propagation; asynchronous ofdm ... See more keywords
Affinity propagation: An exemplar‐based tool for clustering in psychological research
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DOI: 10.1111/bmsp.12136
Abstract: Affinity propagation is a message-passing-based clustering procedure that has received widespread attention in domains such as biological science, physics, and computer science. However, its implementation in psychology and related areas of social science is comparatively… read more here.
Keywords: propagation; affinity propagation; psychological research; psychology ... See more keywords
A Data-Driven Algorithm to Redefine the U.S. Rural Landscape: Affinity Propagation as a Mixed-Data/Mixed-Method Tool
Sign Up to like & getrecommendations! Published in 2022 at "Economic Development Quarterly"
DOI: 10.1177/08912424221103556
Abstract: This study demonstrates the application of affinity propagation as a data-driven approach to identifying and mapping typologies of place along the urban-rural continuum. The authors characterize Zip Code Tabulation Areas using demographic, economic, land cover,… read more here.
Keywords: affinity propagation; driven algorithm; data driven; algorithm redefine ... See more keywords