LEADER 05911nam 22008775 450 001 9910866567203321 005 20251117092625.0 010 $a9783031632150 024 7 $a10.1007/978-3-031-63215-0 035 $a(CKB)32317247300041 035 $a(MiAaPQ)EBC31496586 035 $a(Au-PeEL)EBL31496586 035 $a(DE-He213)978-3-031-63215-0 035 $a(OCoLC)1441724798 035 $a(EXLCZ)9932317247300041 100 $a20240619d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence Applications and Innovations $e20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27?30, 2024, Proceedings, Part II /$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 (382 pages) 225 1 $aIFIP Advances in Information and Communication Technology,$x1868-422X ;$v712 311 08$a9783031632143 327 $a-- AI-Driven Sentiment Trend Analysis: Enhancing Topic Modeling Interpretation with ChatGPT. -- An algorithmic data pipeline architecture for the production of personalized telecom product offers. -- Enhancing Financial Market Prediction with Reinforcement Learning and Ensemble Learning. -- Generating Profiles of News Commentators with Language Models. -- GreekT5: Sequence-to-Sequence Models for Greek News Summarization. -- Improving RAG Quality for Large Language Models with Topic-Enhanced Reranking. -- LLM Prompting versus Fine-Tuning PLMs: A Comparative Study on Keyword Generation from Customer Feedback. -- Multi-Dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models. -- Online Reinforcement Learning for Designing Automotive Hybrid Assembly Sequence: A Task Clustering-Guided Approach. -- Strategizing the Shallows: Leveraging Multi-Agent Reinforcement Learning for Enhanced Tactical Decision-Making in Littoral Naval Warfare. -- A Prediction Analysis for the Case of a Korean Police Dataset. -- An AI-based Approach to Identify Financial Risks in Transportation Infrastructure Construction Projects. -- Benign Paroxysmal Positional Vertigo disorders classification using eye tracking data. -- Detecting Illicit Data Leaks on Android Smartphones Using an Artificial Intelligence Models. -- Enhancing Predictive Process Monitoring with Conformal Prediction. -- Improved NO2 Prediction using Machine Learning Algorithms. -- Improving Agricultural Image Classification by Mining Images. -- Learning-based Short-Term Energy Consumption Forecasting. -- Machine learning models for electricity generation forecasting from a PV farm. -- Pollutant concentration prediction by random forest to estimate a contaminant source position. -- Predictive Maintenance under Absence of Sensor Data. -- Simulation Study for evaluating efficiency of McPhail traps in olive groves. -- SMT: Self-supervised approach for Multiple Animal Detection & Tracking. -- The Impact of Augmentation Techniques on Icon Detection using Machine Learning Techniques. -- Toward Unsupervised Energy Consumption Anomaly Detection. -- Unlocking User Privacy: A Systematic Survey of Factors and Methods in Predicting App Permission Decisions. 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,$x1868-422X ;$v712 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 912 $a9910866567203321 996 $aArtificial Intelligence Applications and Innovations$94170249 997 $aUNINA