Neighbors-Based Graph Construction for Dimensionality Reduction
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2939539
Abstract: Dimensionality reduction is a fundamental task in the field of data mining and machine learning. In many scenes, examples in high-dimensional space usually lie on low-dimensional manifolds; thus, learning the low-dimensional embedding is important. Some… read more here.
Keywords: neighbors based; graph construction; dimensionality reduction;
An Extended K Nearest Neighbors-Based Classifier for Epilepsy Diagnosis
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3081767
Abstract: In the diagnosis of epileptic seizures, classification is an important step that directly affects the results. Visual inspection of Electroencephalogram (EEG) is a relatively common analytic method of epilepsy, but it is costly, time-consuming and… read more here.
Keywords: diagnosis; based classifier; distance; extended nearest ... See more keywords