Data set quality in machine learning: consistency measure based on group decision making

G Fenza, M Gallo, V Loia, F Orciuoli… - Applied Soft …, 2021 - Elsevier
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 …

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 …

[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 …

Towards social choice-based explanations in group recommender systems

TNT Tran, M Atas, A Felfernig, VM Le, R Samer… - Proceedings of the 27th …, 2019 - dl.acm.org
Explanations help users to better understand why a set of items has been recommended.
Compared to single user recommender systems, explanations in group recommender …

A reputation based trust model to seek judgment in participatory group decision making

V Tundjungsari, JE Istiyanto, E Winarko… - 2010 International …, 2010 - ieeexplore.ieee.org
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 …

[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 …

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 …

[PDF][PDF] Social Choice-based Explanations: An Approach to Enhancing Fairness and Consensus Aspects.

TNT Tran, M Atas, VM Le, R Samer… - J. Univers. Comput …, 2020 - pdfs.semanticscholar.org
Explanations are integrated into recommender systems to give users an insight into the
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 …

[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 …