9781836355052 - Time Series Analysis - Frontiers in Research and Practice (4 resultados)

Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 130 pp. Englisch.

Buch. Condición: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Time Series Analysis - Frontiers in Research and Practice offers a concise overview of cutting-edge methods for understanding, forecasting, and applying models to temporal data. The volume combines Markov Chain Monte Carlo, Bayesian ARIMA, and Posterior Predictive Distribution to enable uncertainty-aware time series forecasting. It reinterprets temporal data through co-evolving time series, causal dependencies, shift/visibility graph representations, graph representation learning, multiplex networks, and temporal metagraphs, tools suited for dependency regime forecasting and critical fields such as cybersecurity. Bridging theory and application, it advances data-driven prediction using Takens' embedding theorem, dynamic models, neural network algorithms, and demonstrates deployment-ready, efficient pipelines via neuro-symbolic techniques for edge computing, integrating spectral signal processing, pattern recognition, signal symbolization, and convolutional neural networks. Additionally, it features compression-based prediction with universal coding and decision trees, providing transparent and robust baselines. The book's strengths include a unified cross-disciplinary view, focus on interpretability and uncertainty, guidance for real-time, resource-limited environments, and practical examples (such as numerical and dislocation modeling in geoscience) that turn techniques into actionable insights. Geared toward researchers, practitioners, and postgraduate students, this edited volume provides a modern, interoperable toolkit linking rigorous modeling with real-world applications and decision-making.Books on Demand GmbH, Überseering 33, 22297 Hamburg 130 pp. Englisch.

Buch. Condición: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering.

Buch. Condición: Neu. Time Series Analysis - Frontiers in Research and Practice | Frontiers in Research and Practice | Jorge Rocha (u. a.) | Buch | Englisch | 2025 | IntechOpen | EAN 9781836355052 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu Print on Demand.