LEADER 06273nam 22009135 450 001 9910866575303321 005 20251117092312.0 010 $a9783031632112 010 $a3031632117 024 7 $a10.1007/978-3-031-63211-2 035 $a(MiAaPQ)EBC31500296 035 $a(Au-PeEL)EBL31500296 035 $a(CKB)32322831700041 035 $a(DE-He213)978-3-031-63211-2 035 $a(OCoLC)1442501150 035 $a(EXLCZ)9932322831700041 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 $e20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27?30, 2024, Proceedings, Part I /$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 (397 pages) 225 1 $aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v711 311 08$a9783031632105 311 08$a3031632109 327 $a-- A Novel Signature for Distinguishing Non-Lesional from Lesional Skin of Atopic Dermatitis Based on a Machine Learning Approach. -- Advanced Mortality Prediction in Adult ICU: Introducing a Deep Learning Approach in Healthcare. -- Advancing scRNA-seq Data Integration via a Novel Gene Selection Method. -- Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition. -- Enhancing Monkeypox Detection: A Machine Learning Approach to Symptom Analysis and Disease Prediction. -- Evaluation of Language Models for Multilabel Classification of Biomedical Texts. -- Higher-Order Adaptive Dynamical System Modelling of the Role of Epigenetics in Major Depressive Disorder. -- Human-In-The-Loop based Success Rate Prediction for Medical Crowdfunding. -- Hybrid Explanatory Interactive Machine Learning for Medical Diagnosis. -- Image-Based Human Action Recognition with Transfer Learning using Grad-CAM for Visualization. -- IRFold: An RNA Secondary Structure Prediction Approach. -- Machine Learning Models for Predicting Celiac Disease Based on Non-invasive Clinical Symptoms. -- Modeling Distributed and Flexible PHM System based on the Belief Function Theory. -- MTA-Net: a Multi-task Assisted Network for Whole-body Lymphoma Segmentation. -- Optimization of healthcare process management using machine learning. -- Revisiting the problem of missing values in high-dimensional data and feature selection effect. -- Semantic Modelling for Representation and Integration of Health Data from Wearable Devices. -- The Role of Epigenetics in OCD: a Multi-Order Adaptive Network Model for DNA-Methylation Pathways and the Development of OCD. -- Towards an Unbiased Classification of Chest X-ray Images using a RL Powered ACGAN Framework. -- Vision transformer based tokenization for enhanced breast cancer histopathological images classification. -- WristSense: A Wrist-wear Dataset for Identifying Aggressive Tendencies. -- A Network-based Intrusion Detection System based on widely used Cybersecurity Datasets and State of the Art ML techniques. -- Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer Transactions. -- Enhancing Malware Detection through Machine Learning using XAI with SHAP Framework. -- Exploration of Ensemble Methods for Cyber Attack Detection in Cyber-Physical Systems. -- Local Community-Based Anomaly Detection in Graph Streams. -- Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection. 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,$x1868-422X ;$v711 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 606 $aIntel·ligència artificial$2thub 606 $aEnginyeria d'ordinadors$2thub 606 $aXarxes d'ordinadors$2thub 606 $aProcessament de dades$2thub 608 $aCongressos$2thub 608 $aLlibres electrònics$2thub 615 0$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. 615 7$aIntel·ligència artificial 615 7$aEnginyeria d'ordinadors 615 7$aXarxes d'ordinadors 615 7$aProcessament de dades 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 $a9910866575303321 996 $aArtificial Intelligence Applications and Innovations$94170249 997 $aUNINA