KAGO: an approximate adaptive grid-based outlier detection approach using kernel density estimate
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DOI: 10.1007/s10044-021-00998-6
Abstract: Outlier detection approaches show their efficacy while extracting unforeseen knowledge in domains such as intrusion detection, e-commerce, and fraudulent transactions. A prominent method like the K-Nearest Neighbor (KNN)-based outlier detection (KNNOD) technique relies on distance… read more here.
Keywords: detection; based outlier; approximate adaptive; density ... See more keywords
MODELING LONG-TERM HUMAN POPULATION DYNAMICS USING KERNEL DENSITY ANALYSIS OF 14C DATA IN THE ATACAMA DESERT (18º–21ºS)
Sign Up to like & getrecommendations! Published in 2023 at "Radiocarbon"
DOI: 10.1017/rdc.2023.27
Abstract: Food production is one of the most significant achievements in Andean history. The domestication of plants and animals presented an enormous challenge, relating to changing technologies, settlement patterns, and social organization. This paper aims to… read more here.
Keywords: using kernel; population dynamics; population; kernel density ... See more keywords
Clustering using kernel entropy principal component analysis and variable kernel estimator
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Electrical and Computer Engineering"
DOI: 10.11591/ijece.v11i3.pp2109-2119
Abstract: Clustering as unsupervised learning method is the mission of dividing data objects into clusters with common characteristics. In the present paper, we introduce an enhanced technique of the existing EPCA data transformation method. Incorporating the… read more here.
Keywords: kernel entropy; entropy; using kernel; entropy principal ... See more keywords
Walking-Age Estimator Based on Gait Parameters Using Kernel Regression
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DOI: 10.3390/app15115825
Abstract: Human gait motions differ depending on the age of the person. Previous studies have estimated age categories of walkers or have used age analysis for security or commercial surveillance purposes using images. However, few studies… read more here.
Keywords: gait parameters; age; kernel regression; using kernel ... See more keywords