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Keyword: LS-SVM
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Open AccessArticle
7 Pages, 354 KB Download PDF

Theoretical developments for interpreting kernel spectral clustering from alternative viewpoints

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 1670–1676, 2017; DOI: 10.25046/aj0203208
Abstract:

To perform an exploration process over complex structured data within unsupervised settings, the so-called kernel spectral clustering (KSC) is one of the most recommended and appealing approaches, given its versatility and elegant formulation. In this work, we explore the relationship between (KSC) and other well-known approaches, namely normalized cut clustering and kernel k-means. To do…

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(This article belongs to the Special issue on Recent Advances in Engineering Systems 2017 & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
10 Pages, 2,071 KB Download PDF

Classification of patient by analyzing EEG signal using DWT and least square support vector machine

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 1280–1289, 2017; DOI: 10.25046/aj0203162
Abstract:

Epilepsy is a neurological disorder which is most widespread in human beings after stroke. Approximately 70% of epilepsy cases can be cured if diagnosed and medicated properly. Electro-encephalogram (EEG) signals are recording of brain electrical activity that provides insight information and understanding of the mechanisms inside the brain. Since epileptic seizures occur erratically, it is…

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(This article belongs to the Special issue on Recent Advances in Engineering Systems 2017 & Section Artificial Intelligence in Computer Science (CAI))

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