特别是,xLSTM-Mixer表现出卓越的预测精度,这从其在所有数据集上的强大MAE性能中得到了证明。值得注意的是,在Weather数据集上,xLSTM-Mixer将MAE降低了2%(与xLSTMTime相比)和4.6%(与TimeMixer相比)。同样,在ETTm1数据集上,xLSTM-Mixer在MAE上优于TimeMixer 2.4%,并且与xLSTMTime相比具有强大的竞争优势。尽管在处...
Time series data is prevalent across numerous fields, necessitating the development of robust and accurate forecasting models. Capturing patterns both within and between temporal and multivariate components is crucial for reliable predictions. We introduce xLSTM-Mixer, a model designed to effectively integr...
[LG]《xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories》M Kraus, F Divo, D S Dhami, K Kersting [U Darmstadt] (2024) http://t.cn/A6n2PNnz #机器学习##人工智能##论文#
A mixer mixes said receive signal with said transmit signal to o... J Nogueira-Nine - US 被引量: 0发表: 2018年 Multivariate Methods for Classifying Physiological Data Multivariate methods for classifying physiological data. In: Proceedings of SIAM International Conference on Data Mining, Workshop ...
With a 42-channel mixer, this Casio digital keyboard helps you fine-tune your compositions. You can edit your existing music and also create a fresh tune with the help of tone editor and pattern sequencer respectively. The keyboard allows you to s...