Springer, 2023. — 489 p. — (Studies in Computational Intelligence 1096). — ISBN: 978-3-031-28999-6. In this book, recent theoretical developments on fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are presented in application areas such as intelligent control and robotics,...
Springer Cham, 2022. — (Studies in Computational Intelligence, volume 1050). — 483 p. — ISBN: 978-3-031-08266-5. In this book, recent developments in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are applied to areas such as intelligent control and robotics, pattern...
Springer, 2018. — 364 p. — (Studies in Computational Intelligence). — ISBN10: 3030004848, 13 978-3030004842. This book presents appealing contributions on computational intelligence and mathematics, connecting both areas and offering solutions to a number of interesting, real-world problems. Such problems often require novel solutions, as complexity exceeds the tractable size....
Springer, 2018. — 472 p. — (Studies in Computational Intelligence 801). — ISBN: 978-3-030-02356-0. The book focuses on machine learning. Divided into three parts, the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem, while the third part presents an overview of real-world...
Springer Cham, 2023. — 330 p. — (Studies in Computational Intelligence, volume 1102) — eBook ISBN: 978-3-031-33309-5. This Book, through its various chapters presenting the Recent Advances in Modern Artificial Intelligence and Data Science as well as their Applications, aims to set up lasting and real applications necessary for both academics and professionals. Readers find...
Springer, 2023. — 394 p. — (Studies in Computational Intelligence 1087). — ISBN: 978-3-031-25758-2. This book presents an authoritative collection of contributions reporting on Computational Intelligence, fuzzy systems as well as Artificial Intelligence (AI) techniques for modeling, optimization, control, and decision-making together with applications and case studies in...
Springer Cham, 2022. — 130 p. — (Studies in Computational Intelligence, volume 1047). — ISBN: 978-3-031-09974-8. Modern AI techniques – - especially deep learning – - provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. The problem is that not all these recommendations are good -- and since deep learning...
Springer, 2024. — 238 p. — (Studies in Computational Intelligence 1137). — ISBN: 978-3-031-55173-4. The book reports state-of-the-art results in Software Engineering Research, Management & Applications in both printed and electronic form. SCI (Studies in Computation Intelligence) has grown into the most comprehensive computational intelligence research forum available in the...
Springer, 2023. — 139 p. — (Studies in Computational Intelligence 1101). — ISBN: 978-3-031-32695-0. Knowledge recommendation is an urgent and timely topic encountered in research and information services. There is a strongly compelling and urgent need: the modern economy badly requires highly skilled professionals, researchers, and innovators, which enables opportunities to...
Springer Nature Switzerland, 2019. — 267 p. — (Studies in Computational Intelligence, volume 807). — eBook ISBN: 978-3-030-04663-7. This book presents novel classification algorithms for four challenging prediction tasks, namely learning from imbalanced, semi-supervised, multi-instance, and multi-label data. The methods are based on fuzzy rough set theory, a mathematical...
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