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Shapley Additive Explanation for Local Class Differentiation: Local Explainability for Class Differentiation in Classification Models

open access: yesAdvanced Intelligent Systems, EarlyView.
An instance‐level, model‐agnostic explanation of class differentiation is introduced through SHAP‐LCD, linking probability shifts to feature‐wise Shapley contributions. The method operates on tabular and image data and is released in a fully reproducible implementation, offering a transparent way to examine, at each instance, why predictive models ...
Roxana M. Romero Luna   +2 more
wiley   +1 more source

Musculoskeletal disorders and ergonomic risk in coffee pickers: a cross-sectional study

open access: yesRevista Pesquisa em Fisioterapia
BACKGROUND: Coffee harvesting is a manual labor activity that occupies a fundamental role in this productive chain. It is generally performed by peasants, who must face occupational risk factors that increase the risk of musculoskeletal disorders.
Viviana Caicedo Delgado   +6 more
doaj   +1 more source

Propuesta de Guía Metodológica para auditar el estado de las Tecnologías de Información y las Telecomunicaciones - TIC - en las entidades públicas que fiscaliza la Contraloría General de Antioquia (Colombia)

open access: yesRevista Brasileira de Planejamento e Desenvolvimento, 2016
En este trabajo se presenta una propuesta de guía metodológica para auditar el estado de las Tecnologías de Información y las Comunicaciones-TIC -en las entidades públicas que fiscaliza la Contraloría General de Antioquia.
Nancy Estella Garcia Ospina   +1 more
doaj   +1 more source

Redistributive land reforms, agricultural productivity, and structural change: New cross‐national evidence

open access: yesAmerican Journal of Agricultural Economics, EarlyView.
Abstract Large‐scale land reforms constitute a substantial redistribution of wealth and reallocation of agricultural land, which is a major form of asset and production input in developing countries. While land redistribution (from the rich to the poor) remains a highly controversial issue, extensive evidence on its effect is limited.
Devashish Mitra   +3 more
wiley   +1 more source

Surgical management for ankle arthropathy in patients with hemophilia and other congenital coagulation disorders

open access: yesJournal of the Foot & Ankle, 2023
Objective: Compare the surgical treatment options available in our institution and the postoperative outcomes during follow-up. Additionally, assess patient’s perception of their condition and its progression.
Ricardo  Rodríguez Ciodaro   +2 more
doaj   +1 more source

A Global Prospective Harmonization Framework for Suicidality, Anhedonia, and Obsessive‐Compulsive Symptoms in Psychiatric Genetic Studies: A Cross‐Continental Study Within the Ancestral Population Network

open access: yesAmerican Journal of Medical Genetics Part B: Neuropsychiatric Genetics, EarlyView.
ABSTRACT This study aims to prospectively collect harmonized, quantitative, and dimensional psychiatric phenotypes (suicidality, anhedonia, and obsessive‐compulsive symptoms) and information on discrimination, stigma, and unfair treatment in up to 27,500 individuals across diverse ancestries and clinical populations for genetic analysis within the NIMH
Ana M. Diaz‐Zuluaga   +36 more
wiley   +1 more source

‘The Other Parent’: A Critical Policy Analysis of Fatherhood Discourses in the Australian Government's Paid Parental Leave Scheme

open access: yesAustralian Journal of Social Issues, EarlyView.
ABSTRACT The Australian paid parental leave (PPL) government scheme aims to support working parents through financial assistance and the promotion of gender equality in caregiving responsibilities. However, the scheme's implementation has been critiqued for its gendered design, which marginalises fathers and reinforces traditional gender roles.
Lily Lewington   +2 more
wiley   +1 more source

Capacidade e maturidade em prospectiva para organizações intensivas em conhecimento

open access: yesRAE: Revista de Administração de Empresas, 2022
O artigo desenvolve uma perspectiva de maturidade institucional para a construção de capacidade prospectiva para Organizações Intensivas em Conhecimento (OIC), caracteristicamente imersas em dinâmicas exigentes de geração e utilização do conhecimento ...
Javier Enrique Medina Vásquez   +2 more
doaj   +1 more source

Sitting in Many Camps—Innovative Approaches and Methods for First Nations‐Led Research Into Indigenous Peacebuilding

open access: yesAustralian Journal of Social Issues, EarlyView.
ABSTRACT In 2021, a desktop review was conducted of published references to First Nations peoples' approaches to conflict and its management in Australia (Project Stage One), culminating in a report published in 2024. This article focuses on Project Stage Two, a complex, innovative research undertaking building on the findings of Stage One, and being ...
Helen Bishop   +3 more
wiley   +1 more source

Determinantes quantitativos da violência da guerrilha FARC-EP na Colômbia (Vol.9, Nº1) [PDF]

open access: yesJanus.net, 2018
O objetivo deste estudo é explicar o ativismo das Forças Armadas Revolucionárias da Colômbia - Exército Popular (FARC-EP) no âmbito do conflito armado interno colombiano entre 2002 e 2012. Além de ser o período de maior intensidade
Jerónimo Ríos Sierra   +3 more
doaj   +1 more source

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