Abstract: The Autoformer model exhibits limitations in capturing local information in time series forecasting, which is crucial for improving prediction accuracy. To address this, this paper proposes ...

Abstract: In this paper a novel approach for automatically configuring a k-nearest neighbors regressor for univariate time series forecasting is presented. The approach uses an ensemble consisting of ...

ICLR 2022 https://openreview.net/group?id=ICLR.cc/2022/Conference Oct 06 '21 Jan 24 '22 ICLR 2021 https://openreview.net/group?id=ICLR.cc/2021/Conference ICLR 2020 ...

The Fed cut interest rates by a quarter point, as expected, but there were dissents in the final vote. If we look all together, we expect two rate cuts next year, which is one more than the Fed. A ...

This repository accompanies Advanced Forecasting with Python by Joos Korstanje (Apress, 2025). Download the files as a zip using the green button, or clone the repository to your machine using Git.

An atmospheric river came roaring off the Pacific Ocean Monday, bringing heavy rain and days of expected downpours. But it only hit Washington and Oregon, missing California entirely. After a ...

ORLANDO, Fla. – Over the next few days, Central Florida will transition from sunny and warm to rainy and cold as a messy chain of weather systems arrive this weekend. A warmer day is on tap though ...