|
|
|
|
|
Bradley Walters, Sandra Ortega-Martorell, Ivan Olier and Paulo J. G. Lisboa
A lack of transparency in machine learning models can limit their application. We show that analysis of variance (ANOVA) methods extract interpretable predictive models from them. This is possible because ANOVA decompositions represent multivariate funct...
ver más
|
|
|
|
|
|
|
|
|
|
|
Tiago P. Pagano, Rafael B. Loureiro, Fernanda V. N. Lisboa, Gustavo O. R. Cruz, Rodrigo M. Peixoto, Guilherme A. de Sousa Guimarães, Ewerton L. S. Oliveira, Ingrid Winkler and Erick G. Sperandio Nascimento
The majority of current approaches for bias and fairness identification or mitigation in machine learning models are applications for a particular issue that fails to account for the connection between the application context and its associated sensitive...
ver más
|
|
|
|
|
|
|
|
|
|
|
Tiago P. Pagano, Rafael B. Loureiro, Fernanda V. N. Lisboa, Rodrigo M. Peixoto, Guilherme A. S. Guimarães, Gustavo O. R. Cruz, Maira M. Araujo, Lucas L. Santos, Marco A. S. Cruz, Ewerton L. S. Oliveira, Ingrid Winkler and Erick G. S. Nascimento
One of the difficulties of artificial intelligence is to ensure that model decisions are fair and free of bias. In research, datasets, metrics, techniques, and tools are applied to detect and mitigate algorithmic unfairness and bias. This study examines ...
ver más
|
|
|
|
|
|
|
|
|
|
|
Antonio Díaz Sotelo
Pág. 116 - 127
El comercio organiza la ciudad desde la sedentarización del intercambio. El paisaje comercial favorece la legibilidad de la ciudad y un ambiente urbano saludable. Este estudio foma parte de una investigación sobre la Transformacion reciente del paisaje c...
ver más
|
|
|
|
|
|
|
|
|
|
|
Adriane Dias da Silva Lisboa,Yovanka Pérez Ginoris,Marco Antonio Almeida de Souza
Pág. 117 - 134
AbstractIn the Federal District of Brazil, the cleaning waste from on-site sanitation facilities is transported by septage trucks to sewage treatment plants (STPs) to be treated in conjunction with sewage. This research aimed to characterize the waste fr...
ver más
|
|
|
|
|
|
|
|
|
|
|
Jarbas Nunes Vidal-Filho, Valéria Cesário Times, Jugurta Lisboa-Filho and Chiara Renso
The term Semantic Trajectories of Moving Objects (STMO) corresponds to a sequence of spatial-temporal points with associated semantic information (for example, annotations about locations visited by the user or types of transportation used). However, the...
ver más
|
|
|
|
|
|
|
|
|
|
|
Patricia Ferreira-Lopes
Pág. e110
|
|
|
|
|
|
|
|
|
|
|
Marlus Sabino,Adilson Pacheco de Souza,Eduardo Morgan Uliana,Frederico Terra de Almeida,Luana Lisboa,Cornélio Alberto Zolin
Este trabalho tem por objetivo verificar quais funções de distribuição de probabilidade teóricas (FDP) apresentam melhores ajustes à precipitação máxima anual de diferentes durações, em 14 estações pluviográficas do Estado de Mato Grosso. Inicialmente fo...
ver más
|
|
|
|
|
|
|
|
|
|
|
Marly de Jesus Sá Dias
Pág. 290 - 295
O livro A Cruel Pedagogia do Vírus foi escrito pelo doutor em Sociologia do Direito pela Universidade Yale, professor catedrático jubilado da Faculdade de Economia da Universidade de Coimbra e Distinguished Legal Scholar da Universidade de Wisconsin-Madi...
ver más
|
|
|
|
|
|
|
|
|
|
|
José Manuel Naranjo Gómez, Ana Vulevic, Gualter Couto and Rui Alexandre Castanho
The inner periphery European countries, as is the case of Portugal, are characterized by poor access to essential areas and services of general and social relations. Contextually, this paper aims to explore the linkages between inner peripheries, ultra-p...
ver más
|
|
|
|
|
|