LEADER 03313nam 22006015 450 001 9910632484903321 005 20230717191546.0 010 $a981-19-6153-0 024 7 $a10.1007/978-981-19-6153-3 035 $a(MiAaPQ)EBC7147172 035 $a(Au-PeEL)EBL7147172 035 $a(CKB)25483504800041 035 $a(DE-He213)978-981-19-6153-3 035 $a(PPN)266351107 035 $a(EXLCZ)9925483504800041 100 $a20221125d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDeep Learning Applications, Volume 4 /$fedited by M. Arif Wani, Vasile Palade 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (394 pages) 225 1 $aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1434 311 08$aPrint version: Wani, M. Arif Deep Learning Applications, Volume 4 Singapore : Springer,c2023 9789811961526 320 $aIncludes bibliographical references. 327 $aIdentification 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. 330 $aThis book presents a compilation of extended versions of selected papers from 20th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2021). It focuses on deep learning networks and their applications in domains such as healthcare, security and threat detection, fault diagnosis and accident analysis, and robotic control in industrial environments. It highlights novel ways of using deep neural networks to solve real-world problems, and also offers insights into deep learning architectures and algorithms, making it an essential reference guide for academic researchers, professionals, software engineers in industry, and innovative product developers. The book is fourth in the series published since 2017. 410 0$aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1434 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aNeural networks (Computer science) 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aMathematical Models of Cognitive Processes and Neural Networks 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aNeural networks (Computer science). 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aMathematical Models of Cognitive Processes and Neural Networks. 676 $a733 702 $aWani$b M. A$g(M. Arif), 702 $aPalade$b Vasile 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910632484903321 996 $aDeep Learning Applications$92823910 997 $aUNINA