New approach to determine the Importance Index for developing offshore wind energy potential sites: Supported by UK and Arabian Peninsula case studies
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DOI: 10.1016/j.renene.2019.12.070
Abstract: A multi-criteria decision-making analysis linked to a Geographical Information System was developed to solve the spatial siting for offshore wind farms taking into account appropriate conflicting factors/constraints. A new approach is presented to solve the… read more here.
Keywords: importance index; offshore wind; case studies; approach ... See more keywords
An Exact Game-Theoretic Variable Importance Index for Generalized Additive Models
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DOI: 10.1080/10618600.2024.2327577
Abstract: Abstract Generalized Additive Models (GAMs) are widely used in statistics. In this work, we aim to tackle the challenge of identifying the most influential variables in GAMs. To accomplish this, we introduce a variance allocation… read more here.
Keywords: importance; generalized additive; variable importance; importance index ... See more keywords