LEADER 05099nam 22005175 450 001 9911011645203321 005 20250624130302.0 010 $a9783031962288 024 7 $a10.1007/978-3-031-96228-8 035 $a(CKB)39449824800041 035 $a(MiAaPQ)EBC32176025 035 $a(Au-PeEL)EBL32176025 035 $a(OCoLC)1525618597 035 $a(DE-He213)978-3-031-96228-8 035 $a(EXLCZ)9939449824800041 100 $a20250624d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence Applications and Innovations $e21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26?29, 2025, Proceedings, Part II /$fedited by Ilias Maglogiannis, Lazaros Iliadis, Andreas Andreou, Antonios Papaleonidas 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (677 pages) 225 1 $aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v756 311 08$a9783031962271 327 $a -- A Fine-grained Actor-Based Autoencoder Model. -- Advanced IoT-AI Integration for Predictive Management of Positive Temperature Cold Storage Systems. -- AI-Driven Artistry - Transforming Guitar Design with Generative Models. -- An Integrated Convolutional & Transformer Architecture for Word-Based Handwriter Identification. -- Assessing Deep Learning Challenges in Lightweight AES Cryptanalysis. -- Border Gateway Protocol Hijacks and Anomalies Detection: A Graph-based Deep Learning Approach. -- Collaborative Split Federated Learning with Parallel Training and Aggregation. -- Comparison of Machine Learning and Deep Learning Models for Change of Direction Classification Using Engineered Features. -- Declarative, generic definition and effective implementation of transfer learning algorithms. -- Disaster Data Driven Forecasting for Preemptive Crisis Response. -- Domain Adaptation for Automated Tag Prediction in Competitive Programming. -- Enhancing Agricultural Disease Management: An Application of Deep Learning for Fusarium Head Blight Detection in Wheat Crops. -- Facial Expression Recognition Using Dual Direction Attention and Diffusion Models with Self-Supervised Learning. -- Imbalanced Graph Learning via Graph Attention Network and Variational Autoencoder. -- Insurance Claim Prediction Using Unbiased Confidence Guarantees. -- Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach. -- Leveraging Incremental Domain Adaptation in Olive Disease Detection. -- Machine Learning modeling of the impact of masonry infills? in-plan irregularities? on the R/C buildings? damage response. -- Machine learning-powered customizable urban land use classification for high-resolution satellite imagery. -- MAtCHelper: An Automated Tool for Guiding in the Acceleration and Compression of Neural Networks. -- Multi-Model Data Transfer by Knowledge Distillation for Enhancing Precipitation Nowcasting. -- Reinforcement Learning for UPI Fraud Detection: Actor Critic Optimization Approach. -- Robust Zero-Watermarking of Medical Images based ResNet-50. -- Shoreline and Sea Level Changes Detection from Satellite Images Using Deep Learning. -- Towards Cross-Domain Anomaly Detection in Cyber-Physical Systems: A Hybrid Approach. -- A Content-Aware Collaborative Filtering Framework for Video Recommender Systems. -- A Personalised Music Recommendation System based on User?s Emotions. -- ColBic : a New Biclustering-based Collaborative Filtering. -- Cross-domain recommendations using attention and multitask learning. -- Enhancing Explainability in AI-Powered Data Retrieval Systems. -- Improving the Diversity and Fairness in Job Recommendations using the Stable Matching Algorithm. -- Personalized Hotel Recommendation System. 330 $aThis four-volume set constitutes the proceedings of the 21st IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2025, which was held in Limassol, Cyprus, during June 2025. The 123 full papers and 7 short papers were presented in this volume were carefully reviewed and selected from 303 submissions. They focus on ethical-moral AI aspects related to its Environmental impact, Privacy, Transparency, Bias, Discrimination and Fairness. 410 0$aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v756 606 $aComputer science 606 $aComputer Science 615 0$aComputer science. 615 14$aComputer Science. 676 $a004 700 $aMaglogiannis$b Ilias$0871692 701 $aIliadis$b Lazaros$0871694 701 $aAndreou$b Andreas$01829974 701 $aPapaleonidas$b Antonios$01429354 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911011645203321 996 $aArtificial Intelligence Applications and Innovations$94400203 997 $aUNINA