منابع مشابه
Plant specimen contextual data consensus
The Compliance and Interoperability Working Group of the Genomic Standards Consortium facilitates the establishment of a community of experts and the development of recommendations to describe genomic data and associated information. Here we present our ongoing conation to harmonise the reporting of contextual plant specimen data associated with genomics and functional genomics. This commentary...
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The increasingly larger scale of available data and the more restrictive concerns on their privacy are some of the challenging aspects of data mining today. In this paper, Entropy-based Consensus on Cluster Centers (EC3) is introduced for clustering in distributed systems with a consideration for confidentiality of data; i.e. it is the negotiations among local cluster centers that are used in t...
متن کاملLearning Contextual Discounting and Contextual Reinforcement from Labelled Data
This paper addresses the problems of learning from labelled data contextual discounting and contextual reinforcement, two correction schemes recently introduced in belief function theory. It shows that given a particular error criterion based on the plausibility function, for each of these two contextual correction schemes, there exists an optimal set of contexts that ensures the minimization o...
متن کاملData sharing: reaching consensus.
Pisani & AbouZahr write passionately about the need to change the culture of data sharing in public health research.1 They explain why this is in everybody’s best interests and outline ways in which the main obstacles can be overcome. This is laudable and much appreciated; it is time for a change, the current situation is unacceptably inefficient in terms of scientific progress and value for mo...
متن کاملData publication consensus and controversies
The movement to bring datasets into the scholarly record as first class research products (validated, preserved, cited, and credited) has been inching forward for some time, but now the pace is quickening. As data publication venues proliferate, significant debate continues over formats, processes, and terminology. Here, we present an overview of data publication initiatives underway and the cu...
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ژورنال
عنوان ژورنال: GigaScience
سال: 2016
ISSN: 2047-217X
DOI: 10.1093/gigascience/giw002