03855nam 22007455 450 991055309930332120250828140213.03-030-91308-210.1007/978-3-030-91308-3(MiAaPQ)EBC6899781(Au-PeEL)EBL6899781(CKB)21395753200041(PPN)261519484(DE-He213)978-3-030-91308-3(EXLCZ)992139575320004120220301d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierApplications of Computational Intelligence 4th IEEE Colombian Conference, ColCACI 2021, Virtual Event, May 27–28, 2021, Revised Selected Papers /edited by Alvaro David Orjuela-Cañón, Jesus A. Lopez, Julián David Arias-Londoño, Juan Carlos Figueroa-García1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (115 pages)Communications in Computer and Information Science,1865-0937 ;1471Print version: Orjuela-Cañón, Alvaro David Applications of Computational Intelligence Cham : Springer International Publishing AG,c2022 9783030913076 Includes bibliographical references and index.Biomedical Applications -- Anemia Detection using a Full Embedded Mobile Application with YOLO Algorithm -- On the Use of Convolutional Neural Network Architectures for Facial Emotion Recognition -- Automated Preprocessing Pipeline in Visual Imagery Tasks -- Multilabel and Multiclass Approaches Comparison for Respiratory Sounds Classification -- Alternative Proposals and its Applications. - Weighted Hausdor Distance Loss as a Function of Different Metrics in Convolutional Neural Networks for Ladybird Beetle Detection -- Non-linear PCA for Feature Extraction in Extreme Precipitation Events using Remote Sensing Information.This book constitutes revised and extended selected papers of the 4th IEEE Colombian Conference, ColCACI 2021, which was held virtually in Colombia at the end of May 2021. The 7 full papers presented in the volume were carefully reviewed and selected from 22 submissions. The papers are organized in topical sections on biomedical applications and alternative proposals and its applications.Communications in Computer and Information Science,1865-0937 ;1471Artificial intelligenceComputer engineeringComputer networksComputer systemsEducationData processingSocial sciencesData processingArtificial IntelligenceComputer Engineering and NetworksComputer Communication NetworksComputer System ImplementationComputers and EducationComputer Application in Social and Behavioral SciencesArtificial intelligence.Computer engineering.Computer networks.Computer systems.EducationData processing.Social sciencesData processing.Artificial Intelligence.Computer Engineering and Networks.Computer Communication Networks.Computer System Implementation.Computers and Education.Computer Application in Social and Behavioral Sciences.006.3006.3Orjuela-Cañón Alvaro DavidMiAaPQMiAaPQMiAaPQBOOK9910553099303321Applications of Computational Intelligence2089766UNINA