LEADER 03529nam 22006615 450 001 9910734874903321 005 20230706143424.0 010 $a3-031-37317-0 024 7 $a10.1007/978-3-031-37317-6 035 $a(MiAaPQ)EBC30621283 035 $a(Au-PeEL)EBL30621283 035 $a(DE-He213)978-3-031-37317-6 035 $a(PPN)272251313 035 $a(CKB)27498433100041 035 $a(EXLCZ)9927498433100041 100 $a20230706d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDeep Learning Theory and Applications $eThird International Conference, DeLTA 2022, Lisbon, Portugal, July 12?14, 2022, Revised Selected Papers /$fedited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (130 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1858 311 08$aPrint version: Fred, Ana Deep Learning Theory and Applications Cham : Springer International Publishing AG,c2023 9783031373169 327 $aModified SkipGram Negative Sampling Model for Faster Convergence of Graph Embedding -- Active Collection of Well-being and Health Data in Mobile Devices -- Reliable Classification of Images by Calculating Their Credibility using a Layer-wise Activation Cluster Analysis of CNNs -- Trac Sign Repositories: Bridging the Gap between Real and Synthetic Data -- Convolutional Neural Networks for Structural Damage Localization on Digital Twins -- Evaluating and Improving RoSELS for Road Surface Extraction from 3D Automotive LiDAR Point Cloud Sequences. 330 $aThis book constitutes the refereed post-conference proceedings of the Third International Conference on Deep Learning Theory and Applications, DeLTA 2022, held in Lisbon, Portugal, during January 17-18, 2022. The 6 full papers included in this book were carefully reviewed and selected from 36 submissions. They present recent research on machine learning and artificial intelligence in real-world applications such as computer vision, information retrieval and summarization from structured and unstructured multimodal data sources, natural language understanding and translation, and many other application domains. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1858 606 $aArtificial intelligence 606 $aComputer systems 606 $aComputer networks 606 $aComputer science?Mathematics 606 $aArtificial Intelligence 606 $aComputer System Implementation 606 $aComputer Communication Networks 606 $aMathematics of Computing 615 0$aArtificial intelligence. 615 0$aComputer systems. 615 0$aComputer networks. 615 0$aComputer science?Mathematics. 615 14$aArtificial Intelligence. 615 24$aComputer System Implementation. 615 24$aComputer Communication Networks. 615 24$aMathematics of Computing. 676 $a006.3 700 $aFred$b Ana$01372767 701 $aSansone$b Carlo$01372864 701 $aGusikhin$b Oleg$01073423 701 $aMadani$b Kurosh$0929700 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910734874903321 996 $aDeep Learning Theory and Applications$93404746 997 $aUNINA