Scientific Research Publishing

Spatiotemporal Evolution Patterns and Intelligent Forecasting of Passenger Flow in Megacity High-Speed Rail Hubs: A Case Study of Guangzhou South Railway Station ()

Spatiotemporal Evolution Patterns and Intelligent Forecasting of Passenger Flow in Megacity High-Speed Rail Hubs: A Case ...

Understanding Fourier Analysis: Uncovering Patterns in Time Series Data

Discover how Fourier Analysis breaks down complex time series data into simpler components to identify trends and patterns, despite its limitations in stock forecasting.
IEEE

Selective Enhanced Attention and Cross-Component Interaction for Long-Term Time Series Forecasting

Abstract: Transformer-based methods have demonstrated promising performance in long-term time series forecasting. However, existing methods often consider interactions among all variables when ...
Devdiscourse

Kazakhstan Moves to Modernize Monetary Forecasting with IMF Technical Assistance

The IMF’s CCAMTAC and Institute for Capacity Development assessed the National Bank of Kazakhstan’s monetary forecasting and ...
Devdiscourse

Why deep learning is becoming essential for sustainable finance forecasting

ESG indices in emerging markets often lack long, transparent historical records, making them difficult to analyze with ...
IEEE

Inconsistent Multivariate Time Series Forecasting

Abstract: Traditional statistical time series forecasting models rely on model identification methods to identify the worthiest model variants to investigate; therefore, the model parameters change ...
Frontiers

Modeling and forecasting of the high-dimensional time series data with functional data analysis and machine learning approaches

Temperature impacts every part of the world. Meteorological analysis and weather forecasting play a crucial role in sustainable development by helping reduce the damage caused by extreme weather ...
Frontiers

Time series forecasting-based Kubernetes autoscaling using Facebook Prophet and Long Short-Term Memory

1 College of Design, Creative and Digital Industries, University of Westminster, London, United Kingdom 2 School of Computing, Informatics Institute of Technology, Colombo, Sri Lanka The advancement ...