Advances in Real-Time and Autonomous Systems

Proceedings of the 16th International Conference on Autonomous Systems

404 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This book serves as both a cutting-edge reference and a practical guide to building AI systems that are transparent, trustworthy, and tuned for real-world impact, featuring contributors from three continents and backed by leading institutions.

Unlock the next wave of graph-based artificial intelligence, fuzzy logic, and human-centric machine learning with this authoritative Springer proceedings book. Twenty-four rigorously peer-reviewed chapters—spanning semantic similarity in Wikipedia, sparse distributed representations, explainable image generation, privacy-preserving mobility analytics, sentiment mining in public transport, counterfeit-banknote detection, 5G network capacity planning, and mixed-order traffic prediction—provide a panoramic view of state-of-the-art research that turns theory into deployable solutions.

Readers gain step-by-step methodologies for building restricted Boltzmann machines enhanced with fuzziness, dual-graph semantic extractors, Bloom-filter variants, and the versatile GraphLearner simulator. Each contribution includes reproducible workflows, comparative baselines, and publicly available code or datasets—accelerating adoption in academia and industry alike.

Highlights include a blueprint for emotion-aware AI agents, a cloud-intelligence framework that empowers SMEs with decision support, and an adaptive metric for privacy-preserving urban-mobility sharing that balances usability and anonymity.

• Reihe: Lecture Notes in Networks and Systems
• Themen: Informatik und Informationstechnologie Datenbanken / Datenmanagement
• ISBN: 9783031986963
• Sprache: Englisch
• Erscheinungsdatum: 10.10.2025
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing
• Herausgegeben von: Herwig Unger, Marcel Schaible