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Christian S. Jensen — most-cited papers & profile · Time Series
← authors
·
overview
Christian S. Jensen
14
papers ·
160
citations ·
90
h-index
DLF Trifolium (Denmark) · Aalborg University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
2024 · 96 citations
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
2023 · 51 citations
TSFM-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series Forecasting
2024 · 2 citations
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting
2023 · 2 citations
Fully Automated Correlated Time Series Forecasting in Minutes
2024 · 1 citations
Gaussian Process Latent Variable Modeling for Few-shot Time Series Forecasting
2022
AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version
2021
Top co-authors
Chenjuan Guo
· 5
Bin Yang
· 4
Dalin Zhang
· 3
Aoying Zhou
· 2
Xiangfei Qiu
· 2
Xingjian Wu
· 2
Xinle Wu
· 2
Bin Yang
· 1
B Zhang
· 1
Chaoyang He
· 1
Fei Teng
· 1
Feiteng Huang
· 1
Topics
cs.LG
Foundation Models
cs.AI
Domain — Finance
Domain — Energy/Weather
cs.CY
Linear & Patch Models
Transformer Forecasters
Probabilistic