نتایج جستجو برای: reduced government support
تعداد نتایج: 1313633 فیلتر نتایج به سال:
The reduced support vector machine (RSVM) has been proposed to avoid the computational difficulties in generating a nonlinear support vector machine classifier for a massive dataset. RSVM selects a small random subset from the entire dataset with a user pre-specified size m̄ to generate a reduced kernel (rectangular) matrix. This reduced kernel will replace the fully dense square kernel matrix u...
Wepropose the reduced twin support vector regressor (RTSVR) that uses the notion of rectangular kernels to obtain significant improvements in execution time over the twin support vector regressor (TSVR), thus facilitating its application to larger sized datasets. & 2011 Elsevier B.V. All rights reserved.
Effective action on climate change health impacts and vulnerability will require systems approaches and integrated policy and planning responses from a range of government agencies. Similar responses are needed to address other complex problems, such as the obesity epidemic. Local government, with its focus on the governance of place, will have a key role in responding to these convergent agend...
Abstract An algorithm is proposed which generates a nonlinear kernel-based separating surface that requires as little as 1% of a large dataset for its explicit evaluation. To generate this nonlinear surface, the entire dataset is used as a constraint in an optimization problem with very few variables corresponding to the 1% of the data kept. The remainder of the data can be thrown away after so...
The World Health Organisation (WHO) recently launched the “End TB Strategy” [1] and, in collaboration with the European Respiratory Society, launched the framework for tuberculosis (TB) elimination in low-incidence countries [2]. Both documents focus on ending the global TB epidemic by 2035, through stimulating collaborative actions at country level and increased cooperation between high and lo...
The central challenge of the 21st century is to develop economic, social, and governance systems capable of ending poverty and achieving sustainable levels of population and consumption while securing the life-support systems underpinning current and future human well-being. Essential to meeting this challenge is the incorporation of natural capital and the ecosystem services it provides into d...
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