LEADER 05226nam 22006975 450 001 9911035050703321 005 20251030120448.0 010 $a3-032-04339-5 024 7 $a10.1007/978-3-032-04339-9 035 $a(CKB)41987008600041 035 $a(MiAaPQ)EBC32384053 035 $a(Au-PeEL)EBL32384053 035 $a(DE-He213)978-3-032-04339-9 035 $a(EXLCZ)9941987008600041 100 $a20251030d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDeep Learning Theory and Applications $e6th International Conference, DeLTA 2025, Bilbao, Spain, June 12?13, 2025, Proceedings /$fedited by Allel Hadjali, Emanuele Maiorana, Oleg Gusikhin, Carlo Sansone 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (525 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2627 311 08$a3-032-04338-7 327 $a -- End-to-End ASR Model with Iterative Attention Mechanism Enhanced RNN Model for Phoneme Recognition. -- Diagnostic Trouble Codes Prediction with DTC-GOAT and Ensembles. -- A Fast Fourier Transform-Aided Diffusion-Based U-Net Architecture for Microscopic Medical Image Segmentation. -- Non-Cooperative Game Theory-Aided Learning of CNN Models for Skin Lesion Classification. -- LoRA-Based Summarization of Data Privacy Clauses in Terms and Conditions Documents Aligned with India?s 2023 Digital Personal Data Protection Act. -- Comparison of AI Speech-to-Text Systems and Their Application in Artillery Command and Fire Control Systems. -- Rhythm Fusion: Synchronizing Audio and Motion Features for Music-Driven Dance Generation. -- Leveraging Synthetic Data for Deep-Learning-Based Road Crack Segmentation from UAV Imagery. -- Trojan Vulnerabilities in Host-Based Intrusion Detection Systems. -- Identification of Key Feature Interactions via PDP Decomposition. -- Variational Mode Decomposition (VMD) Parameter Selection Using Sine-Cosine Algorithm (SCA): Application on Vibration Signals for Rotating Machinery Monitoring. -- Forecasting Ethereum Prices with Machine Learning, Deep Learning, and Explainable Artificial Intelligence Using Multi-Source Market Articles and Hybrid Sentiment Analysis. -- Application of Neural Networks to Ultrasonic Data for Discrimination of Fat Types in Muscle Tissue Models. -- SwiNight: Class Imbalanced Night-Time Accident Detection with Swin Transformer. -- Enhancing Off-Policy Method SAC with KAN for Continuous Reinforcement Learning. -- Context-Aware Deep Learning for Longitudinal Data Imputation in Parkinson?s Disease. -- Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design. -- Achieving Zero False Negatives: Optimizing Anomaly Detection with Genetic Neural Architecture Search. -- Whisper-Conformer: A Modified Automatic Speech Recognition for Thai Speech Recognition. -- RevCD: Reversed Conditional Diffusion for Generalized Zero-Shot Learning. -- Toward an Explainable Heatmap-Based Deep Neural Network for Product Defect Classification and Machine Failure Prediction in Industry 4.0. -- Question Answering in a Low-Resource Language: Dataset and Deep Learning Adaptations for Sinhala. 330 $aThis book constitutes revised selected papers from the 6th International Conference on Deep Learning Theory and Applications, DeLTA 2025, which took place in Bilbao, Spain, during June 12-13, 2025. The 9 full papers and 13 short papers presented in this volume were carefully reviewed and selected from 42 submissions. The conference is focusing on models and algorithms; machine learning; Big Data analytics; computer vision applications; and natural language understanding. . 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2627 606 $aArtificial intelligence 606 $aMachine learning 606 $aApplication software 606 $aData mining 606 $aNatural language processing (Computer science) 606 $aArtificial Intelligence 606 $aMachine Learning 606 $aComputer and Information Systems Applications 606 $aData Mining and Knowledge Discovery 606 $aNatural Language Processing (NLP) 615 0$aArtificial intelligence. 615 0$aMachine learning. 615 0$aApplication software. 615 0$aData mining. 615 0$aNatural language processing (Computer science) 615 14$aArtificial Intelligence. 615 24$aMachine Learning. 615 24$aComputer and Information Systems Applications. 615 24$aData Mining and Knowledge Discovery. 615 24$aNatural Language Processing (NLP). 676 $a006.31 700 $aHadjali$b Allel$01372591 701 $aMaiorana$b Emanuele$01854539 701 $aGusikhin$b Oleg$01073423 701 $aSansone$b Carlo$01372864 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911035050703321 996 $aDeep Learning Theory and Applications$94451893 997 $aUNINA