Advancements in Machine Learning and Natural Language Processing: Innovations and Applications

3rd International Conference on Language Processing and Knowledge Management (LPKM'2024)
Erscheinungsjahr 2025
ISBN: 978-3-031-85066-0
Verlag: Springer Nature Switzerland

Buch, Englisch, 302 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 476 g

Reihe: Lecture Notes in Networks and Systems

This book discovers groundbreaking advancements in artificial intelligence with innovative solutions for real-world challenges. This book showcases state-of-the-art methodologies like deep learning and transfer learning to tackle sentiment analysis, fake news detection, and multi-dialectal named entity recognition, with a special focus on Arabic language technologies. Bridging the gap between research and practice, it highlights topics such as knowledge extraction, AI ethics, and the societal impacts of big data. Targeted at researchers, educators, and professionals, it serves as a vital guide for beginners and a comprehensive reference for experts seeking to stay ahead in the rapidly evolving field of AI.

Zielgruppe

Research

Autoren/Hrsg.

Shaalan, Khaled

Belguith, Lamia Hadrich

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme

Inhaltsverzeichnis

Copula-based dependence modeling.- Focus Spatial Data Analysis.- Geographically and Temporally Weighted Regression.