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Recommendation Unlearning Algorithm Combining Fuzzy Clustering and Adaptive Denoising [PDF]
Jisuanji kexue yu tansuoPrivacy protection plays a crucial role in recommender systems as it helps to protect users’ sensitive information from disclosure risks. Recent recommendation unlearning has attracted increasing attention as an effective method of privacy protection ...
WANG Jianfang, CHAI Guangwen, CHEN Yiqing, LIANG Menghao, LUO Junwei
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On Nash Equilibria in a Finite Game for Fuzzy Sets of Strategies
Mathematics, 2023 The present paper investigates a finite game with fuzzy sets of player strategies. It is proven that Nash equilibria constitute a type-2 fuzzy set defined on the universal set of strategy profiles.
Svajone Bekesiene, Serhii Mashchenko
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Paradigm of tunable clustering using binarization of consensus partition matrices (Bi-CoPaM) for gene discovery [PDF]
, 2013 Copyright @ 2013 Abu-Jamous et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and ...
A Strehl +39 more
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Fuzzy Partition Optimization for Approximate Fuzzy Q-iteration [PDF]
IFAC Proceedings Volumes, 2008 Abstract Reinforcement learning (RL) is a widely used learning paradigm for adaptive agents. Because exact RL can only be applied to very simple problems, approximate algorithms are usually necessary in practice. Many algorithms for approximate RL rely on basis-function representations of the value function (or of the Q-function).
Busoniu, Lucian +3 more
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KL Divergence-Based Fuzzy Cluster Ensemble for Image Segmentation
Entropy, 2018 Ensemble clustering combines different basic partitions of a dataset into a more stable and robust one. Thus, cluster ensemble plays a significant role in applications like image segmentation.
Huiqin Wei, Long Chen, Li Guo
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JOURNAL OF RAMANUJAN SOCIETY OF MATHEMATICS AND MATHEMATICAL SCIENCES, 2022 In this paper, we define LGc-fuzzy Euclidean topological space with countable basis, which L denotes a complete distributive lattice and we show that each LGc-fuzzy open covering of this space can be refined to an LGc-fuzzy open covering that is locally finite.
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Kullback-Leibler Divergence and Mutual Information of Experiments in the Fuzzy Case
Axioms, 2017 The main aim of this contribution is to define the notions of Kullback-Leibler divergence and conditional mutual information in fuzzy probability spaces and to derive the basic properties of the suggested measures.
Dagmar Markechová
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Logical Entropy of Fuzzy Dynamical Systems
Entropy, 2016 Recently the logical entropy was suggested by D. Ellerman (2013) as a new information measure. The present paper deals with studying logical entropy and logical mutual information and their properties in a fuzzy probability space.
Dagmar Markechová, Beloslav Riečan
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Fine-Tuning the Fuzziness of Strong Fuzzy Partitions through PSO
International Journal of Computational Intelligence Systems, 2020 We study the influence of fuzziness of trapezoidal fuzzy sets in the strong fuzzy partitions (SFPs) that constitute the database of a fuzzy rule-based classifier.
Ciro Castiello, Corrado Mencar
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A Massive Study of M2-brane Proposals [PDF]
, 2008 We test the proposals for the worldvolume theory of M2-branes by studying its maximally supersymmetric mass-deformation. We check the simplest prediction for the mass-deformed theory on N M2-branes: that there should be a set of discrete vacua in one-to ...
Gomis, Jaume +3 more
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