03313nam 22006015 450 991063248490332120230717191546.0981-19-6153-010.1007/978-981-19-6153-3(MiAaPQ)EBC7147172(Au-PeEL)EBL7147172(CKB)25483504800041(DE-He213)978-981-19-6153-3(PPN)266351107(EXLCZ)992548350480004120221125d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDeep Learning Applications, Volume 4 /edited by M. Arif Wani, Vasile Palade1st ed. 2023.Singapore :Springer Nature Singapore :Imprint: Springer,2023.1 online resource (394 pages)Advances in Intelligent Systems and Computing,2194-5365 ;1434Print version: Wani, M. Arif Deep Learning Applications, Volume 4 Singapore : Springer,c2023 9789811961526 Includes bibliographical references.Identification of Human Papillomavirus from Super Resolution Microscopic Images Generated Using Deep Learning Architectures -- Evaluation of Sequential and Temporally-Embedded Deep Learning Models for Health Outcome Prediction -- Transfer Learning for Depression Screening from Follow-up Clinical Interview Questions -- Early Mental Health Uncovering with Short Scripted and Unscripted Voice Recordings -- A Comprehensive Analysis of Aspect Oriented Suggestion Extraction from Online Reviews.This book presents a compilation of extended versions of selected papers from 20th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2021). It focuses on deep learning networks and their applications in domains such as healthcare, security and threat detection, fault diagnosis and accident analysis, and robotic control in industrial environments. It highlights novel ways of using deep neural networks to solve real-world problems, and also offers insights into deep learning architectures and algorithms, making it an essential reference guide for academic researchers, professionals, software engineers in industry, and innovative product developers. The book is fourth in the series published since 2017.Advances in Intelligent Systems and Computing,2194-5365 ;1434Computational intelligenceArtificial intelligenceNeural networks (Computer science)Computational IntelligenceArtificial IntelligenceMathematical Models of Cognitive Processes and Neural NetworksComputational intelligence.Artificial intelligence.Neural networks (Computer science).Computational Intelligence.Artificial Intelligence.Mathematical Models of Cognitive Processes and Neural Networks.733Wani M. A(M. Arif),Palade VasileMiAaPQMiAaPQMiAaPQBOOK9910632484903321Deep Learning Applications2823910UNINA