A Novel Application of Choquet Integral for Multi-Model Fusion in Urban PM10 Forecasting
AtmosphereAir pollution forecasting remains a critical challenge for urban public health management, with traditional approaches struggling to balance accuracy and interpretability.
Houria Bouzghiba +4 more
doaj +1 more source
Using the Choquet Integral in the Fuzzy Reasoning Method of Fuzzy Rule-Based Classification Systems
Axioms, 2013 In this paper we present a new fuzzy reasoning method in which the Choquet integral is used as aggregation function. In this manner, we can take into account the interaction among the rules of the system.
Daniel Paternain +4 more
doaj +1 more source
New horizon in fuzzy distributions: statistical distributions in continuous domains generated by Choquet integral. [PDF]
Soft comput, 2023 Mehri-Dehnavi H, Agahi H, Mesiar R.
europepmc +1 more source
A review of methods for capacity identification in Choquet integral based multi-attribute utility theory: Applications of the Kappalab R package [PDF]
The application of multi-attribute utility theory whose aggregation process is based on the Choquet integral requires the prior identification of a capacity. The main approaches to capacity identification proposed in the literature are reviewed and their
Patrick MEYER +2 more
core
Robust Multi-Sensor Consensus Plant Disease Detection Using the Choquet Integral. [PDF]
Sensors (Basel), 2023 Marco-Detchart C +3 more
europepmc +1 more source
On the moments and the distribution of the Choquet integral [PDF]
, 2007 We investigate the distribution functions and the moments of the so-called Choquet integral, also known as the Lovász extension, when regarded as a real function of a random sample drawn from a continuous population. Since the Choquet integral includes weighted arithmetic means, ordered weighted averaging operators, and lattice polynomials as ...
Kojadinovic, Ivan, Marichal, Jean-Luc
openaire +2 more sources
Updating Choquet Integrals , Consequentialism and Dynamic Consistency [PDF]
Choquet capacities have been used to represent decision makers’ beliefs in order to generalise the expected utility approach. Conditional capacities have to be defined for dynamic choice situations where information may modify the decision maker future ...
André Lapied +2 more
core
Applying a complexity-based Choquet integral to evaluate students [PDF]
, 2010 [[abstract]]The weighted arithmetic mean and the regression methods are the most often used operators to aggregate criteria in decision making problems with the assumption that there are no interactions among criteria.
Jiunn-I Shieh ; Hsin-Hung Wu
core
Choquet fuzzy integral based modeling of non-linear system [PDF]
, 2008 For dealing with the adjacent input fuzzy sets having overlapping information, non-additive fuzzy rules are formulated by defining their consequent as the product of weighted input and a fuzzy measure.
Madasu, Vamsi K. +3 more
core +1 more source
Xibei Gongye Daxue XuebaoFor multi-attribute decision-making problems, a novel method is proposed in this paper, which combines intuitionistic fuzzy overlap functions with discrete Choquet integrals within the intuitionistic fuzzy measure's framework.
YU Peng, YANG Feng
doaj +1 more source