Staff Publications

Staff Publications

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    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

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Record number 561395
Title Diet Modelling: Combining Mathematical Programming Models with Data-Driven Methods
Author(s) Ivancic, Ante; Kanellopoulos, Argyris; Geleijnse, Johanna M.
Source In: International Symposium on Environmental Software Systems (ISESS 2020) Wageningen : Springer (IFIP Advances in Information and Communication Technology ) - ISBN 9783030398149 - p. 72 - 80.
DOI https://doi.org/10.1007/978-3-030-39815-6_7
Department(s) Operations Research and Logistics
WASS
Nutrition and Disease
VLAG
Publication type Contribution in proceedings
Publication year 2020
Abstract Mathematical programming has been the principal workhorse behind most diet models since the 1940s. As a predominantly hypothesis-driven modelling paradigm, its structure is mostly defined by a priori information, i.e. expert knowledge. In this paper we consider two machine learning paradigms, and three instances thereof that could help leverage the readily available data and derive valuable insights for modelling healthier, and acceptable human diets.
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