Improved Long Short-Term Memory-based Wastewater Treatment Simulators for Deep Reinforcement Learningby Esmaeel Mohammadi, Daniel Ortiz-Arroyo,…
Addressing Concept Shift in Online Time Series Forecasting: Detect-then-Adaptby YiFan Zhang, Weiqi Chen, Zhaoyang Zhu,…
Foundation Models for Time Series Analysis: A Tutorial and Surveyby Yuxuan Liang, Haomin Wen, Yuqi…
An Analysis of Linear Time Series Forecasting Modelsby William Toner, Luke DarlowFirst submitted to arxiv…
Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Imagesby Tom Burgert, Begüm…
Capsule Neural Networks as Noise Stabilizer for Time Series Databy Soyeon Kim, Jihyeon Seong, Hyunkyung…
Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract)by Yimeng…
Castor: Competing shapelets for fast and accurate time series classificationby Isak Samsten, Zed LeeFirst submitted…
Automated Contrastive Learning Strategy Search for Time Seriesby Baoyu Jing, Yansen Wang, Guoxin Sui, Jing…
Cross-Domain Pre-training with Language Models for Transferable Time Series Representationsby Mingyue Cheng, Xiaoyu Tao, Qi…