03437nam 22006375 450 991091378260332120250519071756.09783031697692303169769310.1007/978-3-031-69769-2(CKB)36813074700041(MiAaPQ)EBC31812256(Au-PeEL)EBL31812256(OCoLC)1477224507(DE-He213)978-3-031-69769-2(EXLCZ)993681307470004120241203d2024 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierInnovative Applications of Artificial Neural Networks to Data Analytics and Signal Processing /edited by Gilberto Rivera, Witold Pedrycz, Juan Moreno-Garcia, J. Patricia Sánchez-Solís1st ed. 2024.Cham :Springer Nature Switzerland :Imprint: Springer,2024.1 online resource (560 pages)Studies in Computational Intelligence,1860-9503 ; 12219783031697685 3031697685 Forecasting and Prediction -- On the minimum error using Kolmogorov size shallow neural network and Gradient Descent algorithms for complicated univariate functions -- A Review on the Classification of Body Movement Time Series to Support Clinical Decision-making -- FMarkNet Forecasting model based on Neural networks and the Markowitz Model.This book deals with the application of ANNs in real-world problems requiring data analysis and signal processing. Artificial neural networks (ANNs) have emerged in society thanks to the large number of applications that have been used in an awe-inspiring way. These networks offer effective solutions to practical, real-world problems. The wide variety of application fields of the studies in the book is remarkable; these are related to sensorization, agriculture, healthcare, air pollution, video games, and cybersecurity, among others. To organize this variety, the chapters have been grouped into three sections related to: (1) Forecasting and Prediction, (2) Knowledge Discovery and Knowledge Management, and (3) Signal Processing. This book aims to reach readers interested in ANNs and their applications in different fields, so it is interesting not only for computer science but also for other related disciplines.Studies in Computational Intelligence,1860-9503 ; 1221Computational intelligenceEngineeringData processingArtificial intelligenceComputational IntelligenceData EngineeringArtificial IntelligenceComputational intelligence.EngineeringData processing.Artificial intelligence.Computational Intelligence.Data Engineering.Artificial Intelligence.005.7Rivera Gilberto1429198Pedrycz Witold21029Moreno-García Juan1777837Sánchez-Solís J. Patricia1777838MiAaPQMiAaPQMiAaPQBOOK9910913782603321Innovative Applications of Artificial Neural Networks to Data Analytics and Signal Processing4299640UNINA