03518nam 22006495 450 99654683600331620230706143424.03-031-37317-010.1007/978-3-031-37317-6(MiAaPQ)EBC30621283(Au-PeEL)EBL30621283(DE-He213)978-3-031-37317-6(PPN)272251313(EXLCZ)992749843310004120230706d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDeep Learning Theory and Applications[electronic resource] Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers /edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (130 pages)Communications in Computer and Information Science,1865-0937 ;1858Print version: Fred, Ana Deep Learning Theory and Applications Cham : Springer International Publishing AG,c2023 9783031373169 Modified 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.This 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.Communications in Computer and Information Science,1865-0937 ;1858Artificial intelligenceComputer systemsComputer networksComputer science—MathematicsArtificial IntelligenceComputer System ImplementationComputer Communication NetworksMathematics of ComputingArtificial intelligence.Computer systems.Computer networks.Computer science—Mathematics.Artificial Intelligence.Computer System Implementation.Computer Communication Networks.Mathematics of Computing.006.3Fred Ana1372767Sansone Carlo1372864Gusikhin Oleg1073423Madani Kurosh929700MiAaPQMiAaPQMiAaPQBOOK996546836003316Deep Learning Theory and Applications3404746UNISA