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Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting.

, , , , , and . IEEE Trans. Cybern., 53 (7): 4665-4676 (2023)

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Forward Composition Propagation for Explainable Neural Reasoning., , , , and . IEEE Comput. Intell. Mag., 19 (1): 26-35 (February 2024)Time Series Modeling with Fuzzy Cognitive Maps: Simplification Strategies - The Case of a Posteriori Removal of Nodes and Weights., , and . CISIM, volume 8838 of Lecture Notes in Computer Science, page 409-420. Springer, (2014)A Geometrical Approach to Rejecting Option in Pattern Recognition Problem., , , and . CISIM, volume 9339 of Lecture Notes in Computer Science, page 231-243. Springer, (2015)Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches., , , , and . Neural Networks, (2020)COSTI: a New Classifier for Sequences of Temporal Intervals., and . DSAA, page 1-10. IEEE, (2022)Long Short-term Cognitive Networks., , , and . CoRR, (2021)Measuring Wind Turbine Health Using Drifting Concepts., , , , and . CoRR, (2021)On Structuring of the Space of Needs in the Framework of Fuzzy Sets Theory., and . ICCCI (1), volume 7653 of Lecture Notes in Computer Science, page 156-165. Springer, (2012)Nodes Selection Criteria for Fuzzy Cognitive Maps Designed to Model Time Series., , and . IEEE Conf. on Intelligent Systems (2), volume 323 of Advances in Intelligent Systems and Computing, page 859-870. Springer, (2014)A Study on Fuzzy Cognitive Map Optimization Using Metaheuristics., , and . CISIM, volume 9842 of Lecture Notes in Computer Science, page 577-588. Springer, (2016)