LEADER 05500nam 22005655 450 001 9911011772903321 005 20250621130232.0 010 $a3-031-96239-7 024 7 $a10.1007/978-3-031-96239-4 035 $a(MiAaPQ)EBC32174170 035 $a(Au-PeEL)EBL32174170 035 $a(CKB)39419304400041 035 $a(OCoLC)1525620602 035 $a(DE-He213)978-3-031-96239-4 035 $a(EXLCZ)9939419304400041 100 $a20250621d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence Applications and Innovations $e21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26?29, 2025, Proceedings, Part I /$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 (749 pages) 225 1 $aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v755 311 08$a3-031-96238-9 327 $a -- A Multi-Agent System Approach for Dynamic and Adaptive Daily Profile Detection in Building Data. -- Agile MLOps: Bridging the Gap Between Agility and Machine Learning Operations. -- Artificial Intelligence in Finnish and Swedish Workflows: A Comparative Survey of Micro- and Large-Scale Enterprises. -- Clustering by Limit-Cycles in Hopfield Neural Network. -- Enhancing Ransomware Detection Using Storage Access Pattern. -- Fault Detection in Inverter-Driven Permanent Magnet Synchronous Motor Systems using Semi-Supervised Learning. -- Fingerprint Minutiae-Based Cryptographic Key Generation: Towards Secure and Usable Authentication. -- Handling Anonymized Non-Numerical Features in Data using Transformations for Regression Models. -- Higher-Order Multi-Adaptive Neural Network Modeling of the Role of Epigenetics in Epilepsy. -- Historical Map Understanding Using End-to-end Methods. -- ICU Mechanical Ventilation Data Imputation. -- Immigration Detection in Multilanguage Tweets Using Machine Learning Algorithms. -- Integrating Artificial Intelligence and Digital Tools to Enhance Learning and Accessibility in Music Education. -- Interest-Based Pattern Mining For Deforestation Analysis in the Kroumiria Region, Tunisia. -- Large-to-Small: Energy Consumption Reduction of Training the Fully Connected Layers. -- Malware Detection through API Call Frequency: Assessing Early-Stage versus Full-Time Classification Potential. -- Metaheuristics-based Long Short-Term Memory Optimization for Emotion Classification. -- Multi-order Adaptive Dynamical System Modeling of the Role of Epigenetics in the Development of Hypomania. -- Off-Policy Inspired Imitation Learning for Generation of Adversarial Malware. -- PixelPath: Predicting UAV Trajectories in GPS-Restricted Environments Using Image Feature Extraction and Machine Learning. -- Predicting Vessel Arrival Time Using Machine Learning for Enhanced Port Efficiency and Optimal Berth Allocation. -- Semi-Supervised Learning for Early Certification Prediction in MOOCs. -- So-Connect: recommending layer-wise connections in social networks using SNN-DBSCAN. -- Time Series analysis using Memory Enhanced Liquid Neural Network. -- A Web-Based Information System For Medical Forensics Incorporating Generative AI in Reports Compilation. -- Explainable AI-Driven Feature Selection for Improved Intrusion Detection Systems in the Internet of Medical Things. -- Explainable Surface-Level Malware Analysis through Scalable and Accurate Feature Selection. -- Integrating AI and RDF Knowledge Graphs with MITRE ATT\&CK for CTI Insights. -- Markov-Enhanced Clustering for Long Document Summarization: Tackling the 'Lost in the Middle' Challenge with Large Language Models. -- Merged LIME and SHAP eXplanation (MLSX): BERT case in NER Task. -- OPJUSTICE - A Multi-label Text Classification Model. -- SHAKTI: A 2.5 BILLION PARAMETER SMALL LANGUAGE MODEL OPTIMIZED FOR EDGE AI AND LOW-RESOURCE ENVIRONMENTS. -- Unified Mental Health Disorder Detection on Social Media. 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,$x1868-422X ;$v755 606 $aComputer science 606 $aArtificial intelligence 606 $aComputer Science 606 $aArtificial Intelligence 615 0$aComputer science. 615 0$aArtificial intelligence. 615 14$aComputer Science. 615 24$aArtificial Intelligence. 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 $a9911011772903321 996 $aArtificial Intelligence Applications and Innovations$94400203 997 $aUNINA