Titlebook: Computational Intelligence; Jonathan Garibaldi,Christian Wagner,Kevin Warwick Conference proceedings 2023 The Editor(s) (if applicable) an

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A route to stochastic mechanics,ign involved both Classical Computation and Computational Intelligence techniques (mainly Fuzzy Logic and Artificial Neural Networks) and several version of the same ADS modular architecture have obtained progressively replacing the classical modules with the intelligent ones. The modular architectu

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https://doi.org/10.1007/978-3-642-82322-0work on several heterogeneous datasets. The design of the algorithm is based on a swarm of agents orchestrated via evolutionary optimization in charge of finding meaningful substructures from unstructured training data. The algorithm is tailored to face pattern recognition problems by a suitable emb

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https://doi.org/10.1007/978-3-642-82322-0g good features often is computationally expensive in machine learning settings and is especially difficult when there is a lack of data. One-shot learning is one such area where only limited data is available. In one-shot learning, predictions have to be made after seeing only one example from one

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Springer Texts in Electrical Engineering (RNNs) are special types of ANNs capable of capturing temporal relationship into a set of data and offer interesting features. However, RNN architectures are complex and their integration on embedded systems implies a proper understanding of inherent structures and algorithms. This paper describes

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,Recent Research Topics in?Evolutionary Multiobjective Optimization: A Personal Perspective,The field which is now known as evolutionary multi-objective optimization (EMOO) started in the mid-1980s and since then, it has experienced a significant growth. In this chapter, we discuss some of the (several) research topics that remain open and which, from the author’s perspective, are worth exploring in the next few years.

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Jonathan Garibaldi,Christian Wagner,Kevin WarwickHighlights recent research on Computational Intelligence.Gathers revised papers presented at the 12th and 13th International Joint Conference on Computational Intelligence.Written by leading experts i

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https://doi.org/10.1007/978-3-031-46221-4Computational Intelligence; Evolutionary Computation; Fuzzy Computation; Neural Computation; IJCCI Paper