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.
CMU School of Computer Science

Databases in 2025: A Year in Review

The world tried to kill Andy off but he had to stay alive to to talk about what happened with databases in 2025.
IEEE

PFformer: A Time-Series Forecasting Model for Short-Term Precipitation Forecasting

Abstract: Recent years witnessed increasing average annual precipitation in northern Xinjiang, amplifying the region’s vulnerability to natural disasters due to its fragile ecology and limited ground ...
Gizmodo

Apple Watch Series 11 Is Selling Like the Previous Series 10 Model as It Hits Its Lowest Price for Christmas

This article features deals sourced directly by Gizmodo and produced independently of the editorial team. We may earn a commission when you buy through links on the site. Reading time 2 minutes If you ...
IEEE

Air Quality Prediction Based on Time Series Decomposition and Convolutional Sparse Self-Attention Mechanism Transformer Model

Abstract: This study introduces an innovative air quality prediction model, TD-CS-Transformer, which fuses time series decomposition and convolutional sparse self-attention Transformer model. It ...