Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Scoring involves the compression of a number of quantitative attributes into a single meaningful value.  consider the problem of how to generate scores in a setting where they should be akly monotone (either non-increasing or non-decreasing) in their dimensions. Our approach allows an expert to score an arbitrary set of points to produce meaningful, continuous, monotone scores over the entire domain, while exactly interpolating through those inputs. In contrast, existing monotone interpolating methods only work in two dimensions and typically require exhaustive grid input. Our technique significantly lors the bar to score creation, allowing domain experts to develop mathematically coherent scores. The method is used in practice to create the LEED Performance scores that gauge building sustainability.
['Abraham Othman']
I am writing a research paper on a idea Supervised scoring with monotone multidimensional splines
[{"from": "human", "value": "I am writing a research paper on a idea Supervised scoring with monotone multidimensional splines"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Scoring involves the compression of a number of quantitative attributes into a single meaningful value.  consider the problem of how to generate scores in a setting where they should be akly monotone (either non-increasing or non-decreasing) in their dimensions. Our approach allows an expert to score an arbitrary set of points to produce meaningful, continuous, monotone scores over the entire domain, while exactly interpolating through those inputs. In contrast, existing monotone interpolating methods only work in two dimensions and typically require exhaustive grid input. Our technique significantly lors the bar to score creation, allowing domain experts to develop mathematically coherent scores. The method is used in practice to create the LEED Performance scores that gauge building sustainability."}]