عنوان مقاله فارسی: خوشهبندی از طریق معماری شبکه ترکیبی با بردارهای پشتیبانی
عنوان مقاله لاتین: Clustering Through Hybrid Network Architecture With Support Vectors
نویسندگان: Emrah Ergul; Nafiz Arica; Narendra Ahuja; Sarp Erturk
تعداد صفحات: 12
سال انتشار: 2017
زبان: لاتین
Abstract:
In this paper, we propose a clustering algorithm based on a two-phased neural network architecture. We combine the strength of an autoencoderlike network for unsupervised representation learning with the discriminative power of a support vector machine (SVM) network for fine-tuning the initial clusters. The first network is referred as prototype encoding network, where the...