مقاله یک ماشین یادگیری فوق العاده فراشناختی نوع 2 افزایشی

عنوان مقاله فارسی: یک ماشین یادگیری فوق العاده فراشناختی نوع 2 افزایشی عنوان مقاله لاتین: An Incremental Type-2 Meta-Cognitive Extreme Learning Machine نویسندگان: Mahardhika Pratama; Guangquan Zhang; Meng Joo Er; Sreenatha Anavatti تعداد صفحات: 14 سال انتشار: 2017 زبان: لاتین Abstract: Existing extreme learning algorithm have not taken into account four issues: 1) complexity; 2) uncertainty; 3) concept drift; and 4) high dimensionality. A novel incremental type-2 meta-cognitive extreme learning machine (ELM) called evolving type-2 ELM (eT2ELM) is proposed to cope with the four issues in this paper. The eT2ELM presents three main pillars of human meta-cognition: 1) what-to-learn; 2) how-to-learn; and 3) when-to-learn. The what-to-learn component selects important training samples for model updates by virtue