Robust Earthquake Cluster Analysis Based on K-Nearest Neighbor Search
Sign Up to like & getrecommendations! Published in 2020 at "Pure and Applied Geophysics"
DOI: 10.1007/s00024-020-02618-6
Abstract: Grouping of earthquakes into distinct clusters is applied to improve mechanism identification and pattern recognition for active seismicity in a region. One of the important issues concerning earthquake data clustering is determining the optimum number… read more here.
Keywords: nearest neighbor; cluster analysis; method; based nearest ... See more keywords
A decentralized K-barriers construction approach based on nearest neighbors rule for two-dimensional rectangular region
Sign Up to like & getrecommendations! Published in 2018 at "Wireless Networks"
DOI: 10.1007/s11276-016-1425-6
Abstract: Barrier coverage is a fundamental problem in wireless sensor networks, which can be applied to detect intruders that attempt to cross the boundaries of the region we are supervising. Among a number of issues related… read more here.
Keywords: approach based; based nearest; barriers construction; approach ... See more keywords
A Novel Hybrid Model for Predicting Blast-Induced Ground Vibration Based on k-Nearest Neighbors and Particle Swarm Optimization
Sign Up to like & getrecommendations! Published in 2019 at "Scientific Reports"
DOI: 10.1038/s41598-019-50262-5
Abstract: In this scientific report, a new technique of artificial intelligence which is based on k-nearest neighbors (KNN) and particle swarm optimization (PSO), named as PSO-KNN, was developed and proposed for estimating blast-induced ground vibration (PPV).… read more here.
Keywords: blast; pso knn; nearest neighbors; pso ... See more keywords