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This paper is concerned with the design, implementation, and evaluation of a novel extension of FCMs, temporal fuzzy cognitive maps (tFCMs).
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Abstract—This paper is concerned with the design, imple- mentation, and evaluation of a novel extension of FCMs, tempo- ral fuzzy cognitive maps (tFCMs).
This article deals with a breed of GFCMs that addresses time lags between cause(s) and effect(s), demonstrated by a case-study.
A temporal cognitive map is defined on a temporal ontology; it contains a set of temporal assertions that link the nodes of the cognitive map to the temporal.
Jan 11, 2022 · Fuzzy Cognitive Map (FCM) is a kind of important qualitative soft computing technique proposed by Kosko [4] in 1986, as an extension of a ...
Dec 21, 2022 · The goal of this survey paper is mainly to present an overview on the most relevant and recent FCM-based time series forecasting models proposed in the ...
Sep 5, 2023 · This article proposes deep attention fuzzy cognitive maps (DAFCM), which is composed of spatiotemporal fuzzy cognitive maps (STFCM), long short-term memory ( ...
Jan 7, 2022 · The goal of this survey paper is mainly to present an overview on the most relevant and recent FCM-based time series forecasting models proposed in the ...
This paper discusses a framework to assist test managers to evaluate the use of AI techniques as a potential tool in software testing. Fuzzy Cognitive Maps ...
Jul 27, 2023 · In this paper, we propose a time-series forecasting model by composing FCMs, gated recurrent unit network (GRU), and autoencoder network (AE).
Missing: Temporal | Show results with:Temporal