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Workshop
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Fri 3:15
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EXPLORING A GRADIENT-BASED EXPLAINABLE TECHNIQUE FOR TIME-SERIES DATA: A CASE STUDY OF ASSESSING STROKE REHABILITATION EXERCISES
Yi Choy · Min Lee
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Poster
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Mon 7:30
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Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting
Xiajun Jiang · Ryan Missel · Zhiyuan Li · Linwei Wang
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Oral
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Mon 6:20
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Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting
Xiajun Jiang · Ryan Missel · Zhiyuan Li · Linwei Wang
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Poster
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Koopman Neural Operator Forecaster for Time-series with Temporal Distributional Shifts
Rui Wang · Yihe Dong · Sercan Arik · Rose Yu
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Workshop
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Graph-Based Deep Learning for Sea Surface Temperature Forecasts
Ding Ning · Varvara Vetrova · Karin Bryan
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Workshop
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Thu 3:12
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Spotlight Session 1: "Smart Meter Data Analytics: Practical Use-Cases and Best Practices of Machine Learning Applications for Energy Data in the Residential Sector"
Tobias Brudermueller · Markus Kreft
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Workshop
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EfficientTempNet: Temporal Super-Resolution of Radar Rainfall
Bekir Demiray · Muhammed Sit · Ibrahim Demir
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Workshop
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Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects
Chenhong Zhou · Xiaorui Zhang · Meng Gao · Shanshan Liu · Yike Guo · Jie Chen
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Poster
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Tue 2:30
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Multivariate Time-series Imputation with Disentangled Temporal Representations
SHUAI LIU · Xiucheng Li · Gao Cong · Yile Chen · YUE JIANG
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Workshop
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On the impact of small-data diversity on forecasts: evidence from meteorologically-driven electricity demand in Mediterranean zones.
Reginald Bryant · Julian Kuehnert · Daniela Szwarcman · Girmaw Abebe Tadesse
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Workshop
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Improving a Shoreline Forecasting Model with Symbolic Regression
Mahmoud AL NAJAR · Rafael ALMAR · Erwin BERGSMA · Jean-Marc DELVIT · Dennis Wilson
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Workshop
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Fri 1:10
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Time Series Representation Learning for Health
Heike Leutheuser · Laura Manduchi · Alexander Marx · Emanuele Palumbo · Ece Özkan Elsen · Julia Vogt
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