CATS: Enhancing Multivariate Time Series Forecasting by Constructing
Auxiliary Time Series as Exogenous Variables

CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables

4 March 2024

Papers citing "CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables"

9 / 9 papers shown

Title
Enhanced Credit Score Prediction Using Ensemble Deep Learning Model Qianwen Xing Chang Yu Sining Huang Qi Zheng Xingyu Mu Mengying Sun 38 4 0 30 Sep 2024
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Jiang Bian Shuaiqiang Wang Guihai Chen Dawei Yin 30 0 0 25 Sep 2024
Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Zeyi Sun Hongyang Chen Shuaiqiang Wang Dawei Yin 55 0 0 25 Sep 2024
Enhancing Cross-domain Pre-Trained Decision Transformers with Adaptive Attention Wenhao Zhao Qiushui Xu Linjie Xu Lei Song Jinyu Wang Chunlai Zhou Jiang Bian 39 0 0 11 Sep 2024
DRAL: Deep Reinforcement Adaptive Learning for Multi-UAVs Navigation in Unknown Indoor Environment Kangtong Mo Linyue Chu Xingyu Zhang Xiran Su Yang Qian Yining Ou Wian Pretorius 41 16 0 05 Sep 2024
Unlocking the Power of LSTM for Long Term Time Series Forecasting Yaxuan Kong Zepu Wang Yuqi Nie Tian Zhou Stefan Zohren Yuxuan Liang Peng Sun Qingsong Wen AI4TS 30 12 0 19 Aug 2024
RW-NSGCN: A Robust Approach to Structural Attacks via Negative Sampling Shuqi He Jun Zhuang Ding Wang Jun Song AAML 40 0 0 13 Aug 2024
Time Series Modeling for Heart Rate Prediction: From ARIMA to Transformers Haowei Ni Shuchen Meng Xieming Geng Panfeng Li Zhuoying Li Xupeng Chen Xiaotong Wang Shiyao Zhang 27 48 0 18 Jun 2024
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification Yihe Wang Nan Huang Taida Li Yujun Yan Xiang Zhang MedIm AI4TS 35 22 0 24 May 2024