Awesome Time Series
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Kieran Wood — most-cited papers & profile · Time Series
← authors
·
overview
Kieran Wood
4
papers ·
11
citations ·
2
h-index
University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture
2021 · 11 citations
Macro-aware time series forecasting via hierarchical mixed-frequency attention models
2026
Deep Learning for Financial Time Series: A Large-Scale Benchmark of Risk-Adjusted Performance
2026
Few-Shot Learning Patterns in Financial Time-Series for Trend-Following Strategies
2023
Top co-authors
Stefan Zohren
· 4
Adir Saly-Kaufmann
· 1
André Fujita
· 1
Daniel Cunha Oliveira
· 1
Jan Peter-Calliess
· 1
Mihai Cucuringu
· 1
Samuel Kessler
· 1
Stephen J. Roberts
· 1
Stephen Roberts
· 1
Sven Giegerich
· 1
Topics
Domain — Finance
Transformer Forecasters
q-fin.ST
q-fin.CP
Linear & Patch Models
cs.LG
q-fin.TR
stat.ML