NMR: unique strengths that enhance modern metabolomics research

AS Edison, M Colonna, GJ Gouveia… - Analytical …, 2020 - ACS Publications
Nuclear magnetic resonance (NMR) spectroscopy is an important analytical technique in
metabolomics. Because it provides atomic-level detail of small molecules, NMR is …

Robust hybrid deep learning models for Alzheimer's progression detection

T Abuhmed, S El-Sappagh, JM Alonso - Knowledge-Based Systems, 2021 - Elsevier
The prevalence of Alzheimer's disease (AD) in the growing elderly population makes
accurately predicting AD progression crucial. Due to AD's complex etiology and …

CC-integrals: Choquet-like copula-based aggregation functions and its application in fuzzy rule-based classification systems

G Lucca, JA Sanz, GP Dimuro, B Bedregal… - Knowledge-Based …, 2017 - Elsevier
This paper introduces the concept of Choquet-like Copula-based aggregation function (CC-
integral) and its application in fuzzy rule-based classification systems. The standard …

CF-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems

G Lucca, JA Sanz, GP Dimuro, B Bedregal… - Information …, 2018 - Elsevier
This paper introduces the family of C F-integrals, which are pre-aggregations functions that
generalizes the Choquet integral considering a bivariate function F that is left 0-absorbent …

General overlap functions

L De Miguel, D Gómez, JT Rodríguez, J Montero… - Fuzzy Sets and …, 2019 - Elsevier
As a generalization of bivariate overlap functions, which measure the degree of overlap**
(intersection for non-crisp sets) of n different classes, in this paper we introduce the concept …

[HTML][HTML] QL-operations and QL-implication functions constructed from tuples (O, G, N) and the generation of fuzzy subsethood and entropy measures

GP Dimuro, B Bedregal, H Bustince, A Jurio… - International Journal of …, 2017 - Elsevier
Considering the important role played by overlap and grou** functions in several
applications in which associativity is not demanded, in this paper we introduce the notion of …

On interval additive generators of interval overlap functions and interval grou** functions

J Qiao, BQ Hu - Fuzzy Sets and Systems, 2017 - Elsevier
Overlap and grou** functions have been proposed by Bustince et al. for applications in
image processing, classification problems and decision making based on fuzzy preference …

Motor-imagery-based brain–computer interface using signal derivation and aggregation functions

J Fumanal-Idocin, YK Wang, CT Lin… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Brain–computer interface (BCI) technologies are popular methods of communication
between the human brain and external devices. One of the most popular approaches to BCI …

Consensus via penalty functions for decision making in ensembles in fuzzy rule-based classification systems

M Elkano, M Galar, JA Sanz, PF Schiavo… - Applied Soft …, 2018 - Elsevier
The aim of this paper is to propose a consensus method via penalty functions for decision
making in ensembles of fuzzy rule-based classification systems (FRBCSs). For that, we first …

Landslide susceptibility map** at sin Ho, Lai Chau province, Vietnam using ensemble models based on fuzzy unordered rules induction algorithm

TX Bien, PT Truyen, TV Phong, DD Nguyen… - Geocarto …, 2022 - Taylor & Francis
Landslide susceptibility map is considered as one of the important steps in assessing
vulnerability of an area to landslide hazard. In this study, the main objective is to propose …