LEADER 03437nam 22006375 450 001 9910913782603321 005 20250519071756.0 010 $a9783031697692 010 $a3031697693 024 7 $a10.1007/978-3-031-69769-2 035 $a(CKB)36813074700041 035 $a(MiAaPQ)EBC31812256 035 $a(Au-PeEL)EBL31812256 035 $a(OCoLC)1477224507 035 $a(DE-He213)978-3-031-69769-2 035 $a(EXLCZ)9936813074700041 100 $a20241203d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInnovative Applications of Artificial Neural Networks to Data Analytics and Signal Processing /$fedited by Gilberto Rivera, Witold Pedrycz, Juan Moreno-Garcia, J. Patricia Sánchez-Solís 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (560 pages) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v 1221 311 08$a9783031697685 311 08$a3031697685 327 $aForecasting 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. 330 $aThis book deals with the application of ANNs in real-world problems requiring data analysis and signal processing. Artificial neural networks (ANNs) have emerged in society thanks to the large number of applications that have been used in an awe-inspiring way. These networks offer effective solutions to practical, real-world problems. The wide variety of application fields of the studies in the book is remarkable; these are related to sensorization, agriculture, healthcare, air pollution, video games, and cybersecurity, among others. To organize this variety, the chapters have been grouped into three sections related to: (1) Forecasting and Prediction, (2) Knowledge Discovery and Knowledge Management, and (3) Signal Processing. This book aims to reach readers interested in ANNs and their applications in different fields, so it is interesting not only for computer science but also for other related disciplines. 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v 1221 606 $aComputational intelligence 606 $aEngineering$xData processing 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aData Engineering 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aEngineering$xData processing. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aData Engineering. 615 24$aArtificial Intelligence. 676 $a005.7 700 $aRivera$b Gilberto$01429198 701 $aPedrycz$b Witold$021029 701 $aMoreno-Garci?a$b Juan$01777837 701 $aSa?nchez-Soli?s$b J. Patricia$01777838 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910913782603321 996 $aInnovative Applications of Artificial Neural Networks to Data Analytics and Signal Processing$94299640 997 $aUNINA