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Consensus clustering is a method of aggregating (potentially conflicting) results from multiple clustering algorithms.Also called cluster ensembles [1] or aggregation of clustering (or partitions), it refers to the situation in which a number of different (input) clusterings have been obtained for a particular dataset and it is desired to find a single (consensus) clustering which is a better ...
This view is thus a modification of the consensus view. The consensus needs to satisfy certain constraints in order for the accepted propositions to be true. For example, the methods used must be those of scientific inquiry (criticism, observation, reproducibility, etc.). This "modification" of the consensus view is an appeal to the ...
Scientific consensus is the generally held judgment, position, and opinion of the majority or the supermajority of scientists in a particular field of study at any particular time. [ 1 ] [ 2 ] Consensus is achieved through scholarly communication at conferences , the publication process, replication of reproducible results by others, scholarly ...
The documentary hypothesis (DH) is one of the models used by biblical scholars to explain the origins and composition of the Torah (or Pentateuch, the first five books of the Bible: Genesis, Exodus, Leviticus, Numbers, and Deuteronomy). [4] A version of the documentary hypothesis, frequently identified with the German scholar Julius Wellhausen ...
A 2019 review of scientific papers found the consensus on the cause of climate change to be at 100%, [ 6 ] and a 2021 study concluded that over 99% of scientific papers agree on the human cause of climate change. [ 7 ] The small percentage of papers that disagreed with the consensus often contained errors or could not be replicated.
Members of the Shimer College Assembly reaching a consensus through deliberation. Consensus decision-making or consensus process (often abbreviated to consensus) is a group decision-making process in which participants develop and decide on proposals with the goal of achieving broad acceptance, defined by its terms as form of consensus.
A systematic review is a scholarly synthesis of the evidence on a clearly presented topic using critical methods to identify, define and assess research on the topic. [1] A systematic review extracts and interprets data from published studies on the topic (in the scientific literature), then analyzes, describes, critically appraises and summarizes interpretations into a refined evidence-based ...
Consensus theory is a social theory that holds a particular political or economic system as a fair system, and that social change should take place within the social institutions provided by it. [1] Consensus theory contrasts sharply with conflict theory , which holds that social change is only achieved through conflict.