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A PLM components monitoring framework for SMEs based on a PLM maturity model and FAHP methodology
(
Mundo Press
, 2014 , Article)
Right PLM components selection and investments increase business advantages. This paper develops a PLM components monitoring framework to assess and guide PLM implementation in small and middle enterprises (SMEs). The ...
A novel approach to assess the products' global environmental impacts by considering pollution transfer phenomena
(
Inderscience Enterprises Ltd.
, 2014 , Article)
As environmental issues become more serious, governments and customers are more sensitive about the environmental impacts which are produced by products. Many methods have been proposed to assess environmental impacts. The ...
Jointly identifying opinion mining elements and fuzzy measurement of opinion intensity to analyze product features
(
Elsevier Ltd
, 2016 , Article)
Opinion mining mainly involves three elements: feature and feature-of relations, opinion expressions and the related opinion attributes (e.g. Polarity), and feature-opinion relations. Although many works have emerged to ...
Hybrid Missing Value Imputation Algorithms Using Fuzzy C-Means and Vaguely Quantified Rough Set
(
Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
In real cases, missing values tend to contain meaningful information that should be acquired or should be analyzed before the incomplete dataset is used for machine learning tasks. In this work, two algorithms named jointly ...
Hesitant extension of fuzzy-rough set to address uncertainty in classification
(
IOS Press
, 2018 , Article)
Although fuzzy rough sets have been considered as a powerful theory to handle real-valued data with uncertainty, fuzzy rough sets based algorithms reached their limit of conveying hesitation information in the processes ...
PLM maturity evaluation and prediction based on a maturity assessment and fuzzy sets theory
(
Springer New York LLC
, 2014 , Article)
Companies adopt PLM maturity models to evaluate PLM implementation and recognize relative positions in PLM selection to better harness PLM benefits. However, the majority traditional PLM maturity models are relative ...
Deriving consistent pairwise comparison matrices in decision making methodologies based on linear programming method
(
IOS Press
, 2014 , Article)
Pairwise comparison matrix (PCM) with crisp or fuzzy elements should satisfy consistency requirements when it is used in analytic hierarchy process (AHP) or in fuzzy AHP methodologies. An algorithm has been presented to ...
Stacking-based multi-objective ensemble framework for prediction of hypertension
(
Elsevier
, 2023 , Article)
Hypertension is a common health problem that is costly to treat, difficult to control, and frequently results in serious and fatal disorders like cardiovascular disease (CVD) and stroke. The main objective of this work was ...
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data
(
Elsevier
, 2023 , Article)
As the application of information technology in the medical field is resulting in a large amount of medical data. As early withdrawal and refusal of participants, there are a lot of missing values in medical data. Although ...
Uncertainty and Equivalence Relation Analysis for Hesitant Fuzzy-Rough Sets and Their Applications in Classification
(
IEEE Computer Society
, 2019 , Article)
The fusion of hesitant fuzzy set (HFS) and fuzzy-rough set (FRS) is explored and applied into the task of classification due to its capability of conveying hesitant and uncertainty information. In this paper, on the basis ...