TWO-PHASE INDEFINITE KERNEL SUPPORT VECTOR MACHINE

Two-Phase Indefinite Kernel Support Vector Machine

Recently, indefinite kernel support vector machine (IKSVM) has attracted great attention in the machine learning community as more and more indefinite metric kernel matrices have occurred.However, the existing IKSVM algorithms are usually unable to solve the problems of information redundancy and sample sparsity caused by high-dimensional data.In v

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Structural enhancement of ZnO on SiO2 for photonic applications

Multi-layer thin films are often the basis of photonic devices.Zinc oxide (ZnO) with its excellent optoelectronic properties can serve as a high quality emitter in structures like microdisks or photonic crystals.Here, we present a detailed study on the enhancement of the structural properties of low-temperature MBE grown ZnO on silica (SiO2).By the

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The Mediating Effects of Coping Style on the Effects of Breath Count Mindfulness Training on Depressive Symptoms among International Students in China

Mindfulness training has gained popularity in the scientific field and has been proposed as an efficient way for emotional regulation.Mindfulness-based cognitive therapy (MBCT) is designed especially for depressive people in reducing risk of depression relapse and is recommended in national guidelines as a treatment choice for relapse prevention in

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