LEADER 05403nam 22007575 450 001 9910866569803321 005 20240628132744.0 010 $a3-031-63223-0 024 7 $a10.1007/978-3-031-63223-5 035 $a(MiAaPQ)EBC31500284 035 $a(Au-PeEL)EBL31500284 035 $a(CKB)32322835900041 035 $a(DE-He213)978-3-031-63223-5 035 $a(EXLCZ)9932322835900041 100 $a20240621d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence Applications and Innovations $e20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27?30, 2024, Proceedings, Part IV /$fedited by Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (406 pages) 225 1 $aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v714 311 $a3-031-63222-2 327 $a -- Deep Sleep Recognition Based on CNNs and Data Augmentation. -- Gamified Crowd Management Utilizing AR and Computer Vision on the Edge. -- KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach. -- Using DCGANs and HOG+Patch-based CNN for Face Spoofing Mitigation. -- Vertical Federated Image Segmentation. -- A Machine Learning Approach for Points of Interest Extraction and Event Classification. -- An Empirical Analysis of Data Reduction Techniques for k-NN Classification. -- Controlling Popularity Bias in Sequential Recommendation Models. -- Enhanced Item Recommendation via Graph Properties in Sparse Data. -- Modeling the Air Conditioner Performance Tests using Artificial Neural Network Simulator (ANNS-AC). -- Pattern Matching in Polyphonic Musical Sequences. -- A Voting Approach for Explainable Classification with Rule Learning. -- Dynamic Stacking Optimization in Unpredictable Environments : A Focus on Crane Scheduling. -- FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. -- Optimizations for Learning from Linear Feedback Shift Register Variations with Artificial Neural Networks. -- Path planning optimisation for multiple drones: Repositioning the Starting Point. -- The Faculty Assignment Problem in Higher Education: A Shapley Value-based Approach. -- A Multi-Scale Parallel Unsupervised Model For Multivariate Time Series Anomaly Detection. -- Active Learning with Unfiltered Informativeness Technique for Object Detection. -- Assist of AI in a Smart Learning Environment. -- Finding Logical Vulnerability in Policies Using Three-Level Semantic Framework. -- From Tweets to Reddit: Leveraging Semi-Supervised Domain Adaptation for Improving Data Filtering. -- Retail store customer behavior analysis system: Design and Implementation. -- A MARL-based Approach for Easing MAS Organization Engineering. -- EVO: An Ontology for the Field of Electric Vehicles. -- Incremental Conflict-based Search for Multi-agent Path Finding in Dynamic Environment. -- Integrating LLMs in the engineering of a SAR ontology. -- LFENav: LLM-based frontiers exploration for visual semantic navigation. 330 $aThis book constitutes the refereed proceedings of the 20th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2024, held in Corfu, Greece, during June 27?30, 2024. The 100 full papers and 8 short papers included in this book were carefully reviewed and selected from 213 submissions. The diverse nature of papers presented demonstrates the vitality of AI algorithms and approaches. It certainly proves the very wide range of AI applications as well. 410 0$aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v714 606 $aComputer science 606 $aArtificial intelligence 606 $aComputer engineering 606 $aComputer networks 606 $aComputers 606 $aSocial sciences$xData processing 606 $aComputer Science 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 606 $aComputing Milieux 606 $aComputer Communication Networks 606 $aComputer Application in Social and Behavioral Sciences 615 0$aComputer science. 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aComputers. 615 0$aSocial sciences$xData processing. 615 14$aComputer Science. 615 24$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 615 24$aComputing Milieux. 615 24$aComputer Communication Networks. 615 24$aComputer Application in Social and Behavioral Sciences. 676 $a004 700 $aMaglogiannis$b Ilias$0871692 701 $aIliadis$b Lazaros$0871694 701 $aMacintyre$b John$01363596 701 $aAvlonitis$b Markos$01743165 701 $aPapaleonidas$b Antonios$01429354 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910866569803321 996 $aArtificial Intelligence Applications and Innovations$94170249 997 $aUNINA