Advancements in Machine Learning and Natural Language Processing: Innovations and Applications
Springer International Publishing (Verlag)
978-3-031-85066-0 (ISBN)
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.
Copula-based dependence modeling.- Focus Spatial Data Analysis.- Geographically and Temporally Weighted Regression.
| Erscheinungsdatum | 29.03.2025 |
|---|---|
| Reihe/Serie | Lecture Notes in Networks and Systems |
| Zusatzinfo | VII, 302 p. 342 illus., 47 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Technik | |
| Schlagworte | Arabic Language Processing • Big data analysis • Biomedical Domain Adaptation • business process modeling • Computational Intelligence • Cyberbullying Detection • Deep learning models • Fake News Detection • Feature Selection • LPKM 2024 • machine learning • Named Entity Recognition • Natural Language Processing (NLP) • Ontology-driven Methods • Opinion Mining • Rule-Based Systems • sentiment analysis |
| ISBN-10 | 3-031-85066-1 / 3031850661 |
| ISBN-13 | 978-3-031-85066-0 / 9783031850660 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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