Modeling of Nonlinear Aggregation for Information Fusion Systems with Outliers Based on the Choquet Integral [PDF]
Sensors, 2011 Modern information fusion systems essentially associate decision-making processes with multi-sensor systems. Precise decision-making processes depend upon aggregating useful information extracted from large numbers of messages or large datasets ...
Jin-Tsong Jeng, You-Min Jau, Kuo-Lan Su
doaj +7 more sources
Quantitative approximation by nonlinear Angheluta-Choquet singular integrals
Journal of Numerical Analysis and Approximation Theory, 2020 By using the concept of nonlinear Choquet integral with respect to a capacity and as a generalization of the Poisson-Cauchy-Choquet operators, we introduce the nonlinear Angheluta-Choquet singular integrals with respect to a family of submodular set ...
Sorin Gal, Ionut Iancu
doaj +9 more sources
Learning monotone nonlinear models using the Choquet integral [PDF]
Machine Learning, 2011 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
A. Tehrani +3 more
semanticscholar +4 more sources
Equipment Development Scheme Decision Based on IFS-Choquet Integral Improved Matter Element Model
Mathematical Problems in Engineering, Volume 2023, Issue 1, 2023., 2023 An optimized matter element decision method is proposed based on intuitionistic fuzzy set (IFS) and Choquet integral to solve the problems of equipment development scheme decision (e.g., the correlation of scheme attributes and the low decision ...
Nuojin Zhu +4 more
semanticscholar +2 more sources
A 2-order additive fuzzy measure identification method based on hesitant fuzzy linguistic interaction degree and its application in credit assessment [PDF]
Scientific ReportsTo reflect both fuzziness and hesitation in the evaluation of interactivity between attributes in the identification process of 2-order additive fuzzy measure, this work uses the hesitant fuzzy linguistic term set (HFLTS) to describe and depict the ...
Mu Zhang, Wen-jun Li, Cheng Cao
doaj +2 more sources
Technological and Economic Development of Economy, 2022 Online reviews have become an important data source for analyzing consumers’ preferences. Consumer preference analysis assists product managers to understand consumers’ propensity for different product attributes and make consumer-oriented market ...
Huchang Liao, Qian Yang, Xingli Wu
doaj +1 more source
Integrated Conceptual Mechatronic Design of a Delta Robot
Machines, 2022 In this paper, a conceptual design of a Delta robot is developed by means of a mechatronic design methodology. A fully integrated conceptual design, clarifying the recurrence of the conceptual design process using black-box/white-box analysis, is ...
Rogelio de Jesús Portillo-Vélez +3 more
doaj +1 more source
Nonadditive best-worst method: Incorporating criteria interaction using the Choquet integral
Journal of the Operational Research Society, 2022 The best-worst method (BWM) is a multicriteria decision-making (MCDM) method to derive the relative importance (weight) of a set of criteria used to evaluate a set of alternatives.
Yingying Liang +3 more
semanticscholar +1 more source
Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation
International Conference on Control and Computer Vision, 2021 Modern deep neural networks are able to beat human annotators in several medical image processing tasks. In practical manual annotation for medical image segmentation tasks, the labels of annotators often show inter-observer variability (IOV) which is ...
H. Qiu +5 more
semanticscholar +1 more source
Choquet fuzzy integral based modeling of nonlinear system [PDF]
Applied Soft Computing, 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. With the weighted input, need arises for the corresponding fuzzy measure.
Srivastava, Smriti +3 more
openaire +2 more sources