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| Link zu diesem Datensatz | https://d-nb.info/1333518463 |
| Titel | Artificial Intelligence Applications and Innovations : 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27–30, 2024, Proceedings, Part II / edited by Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas |
| Person(en) |
Maglogiannis, Ilias (Herausgeber) Iliadis, Lazaros (Herausgeber) Macintyre, John (Herausgeber) Avlonitis, Markos (Herausgeber) Papaleonidas, Antonios (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, XXVII, 362 p. 101 illus., 67 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-63214-3 Printed edition:: ISBN: 978-3-031-63216-7 Printed edition:: ISBN: 978-3-031-63217-4 |
| Inhalt | -- 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2406200416157.654490535571 DOI: 10.1007/978-3-031-63215-0 |
| URL | https://doi.org/10.1007/978-3-031-63215-0 |
| ISBN/Einband/Preis | 978-3-031-63215-0 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | IFIP Advances in Information and Communication Technology ; 712 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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