Data set quality in machine learning: consistency measure based on group decision making
Abstract Performance of Machine Learning models heavily depends on the quality of the
training dataset. Among others, the quality of training data relies on the consistency of the …
training dataset. Among others, the quality of training data relies on the consistency of the …
A semisupervised multiagent system model to support consensus-reaching processes
I Palomares, L Martinez - IEEE Transactions on Fuzzy Systems, 2013 - ieeexplore.ieee.org
Consensus reaching processes as part of solving group decision-making problems attempt
to reach a mutual agreement in the group before making a decision. Most consensus …
to reach a mutual agreement in the group before making a decision. Most consensus …
[HTML][HTML] Logarithmic least squares method to priority for group decision making with incomplete fuzzy preference relations
Y Xu, R Patnayakuni, H Wang - Applied mathematical modelling, 2013 - Elsevier
The aim of this paper is to present a logarithmic least squares method (LLSM) to priority for
group decision making with incomplete fuzzy preference relations. We give a reasonable …
group decision making with incomplete fuzzy preference relations. We give a reasonable …
Towards social choice-based explanations in group recommender systems
Explanations help users to better understand why a set of items has been recommended.
Compared to single user recommender systems, explanations in group recommender …
Compared to single user recommender systems, explanations in group recommender …
A reputation based trust model to seek judgment in participatory group decision making
This paper proposes a trust model to achieve consensus in a Group Decision Making
(GDM). The setting of GDM here comprises of decision maker varied from expert to novice …
(GDM). The setting of GDM here comprises of decision maker varied from expert to novice …
[PDF][PDF] A Consistency Reaching Approach for Probability-interval Valued Hesitant Fuzzy Preference Relations.
J Xu, K Xu, Z Wu - Journal of Computational Analysis & …, 2019 - eudoxuspress.com
In a group decision making (GDM) situation with qualitative settings and complex
environments, experts may require intervals with corresponding possibility values, rather …
environments, experts may require intervals with corresponding possibility values, rather …
An Approach for Achieving Consistency for Symmetric Trapezoidal Interval Type‐2 Fuzzy Sets
J Xu, K Xu - Mathematical Problems in Engineering, 2019 - Wiley Online Library
Interval type‐2 fuzzy sets (IT2 FSs) are powerful tools for dealing with linguistic information
in decision making. However, there is a dearth of research regarding the consistency of …
in decision making. However, there is a dearth of research regarding the consistency of …
[PDF][PDF] Social Choice-based Explanations: An Approach to Enhancing Fairness and Consensus Aspects.
Explanations are integrated into recommender systems to give users an insight into the
recommendation generation process. Compared to single-user recommender systems …
recommendation generation process. Compared to single-user recommender systems …
[PDF][PDF] CLASIFICACIÓN DE CONSENSO DERIVADA DE MÉTODOS MULTICRITERIO APLICADOS AL ANÁLISIS ABC DE INVENTARIOS
RT ESCOBAR - academia.edu
En este capítulo se describe el diseño de la investigación enfocada al desarrollo de una
metodología para la clasificación robusta de artículos en inventario basada en el análisis …
metodología para la clasificación robusta de artículos en inventario basada en el análisis …
[PDF][PDF] Dinámica estructural de la comunidad de aves en un matorral de gobernadora larrea tridentata, mediante índices bioestadísticos, en García, centro-oeste de …
AJ Contreras Balderas - 1998 - cd.dgb.uanl.mx
Generalmente los estudios sobre diversidad están encaminados a la biología de la
conservación de las comunidades y nuestros recursos. En ese sentido, se refiere a ios …
conservación de las comunidades y nuestros recursos. En ese sentido, se refiere a ios …