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
Martin Magris — most-cited papers & profile · Time Series
← authors
·
overview
Martin Magris
7
papers ·
54
citations ·
5
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Tensor Representation in High-Frequency Financial Data for Price Change Prediction
2017 · 40 citations
Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction
2022 · 12 citations
Foundation Time-Series AI Model for Realized Volatility Forecasting
2025
A Vine-copula extension for the HAR model
2019
Bayesian Bilinear Neural Network for Predicting the Mid-price Dynamics in Limit-Order Book Markets
2022
Predicting the State of Synchronization of Financial Time Series using Cross Recurrence Plots
2022
Top co-authors
Alexandros Iosifidis
· 4
Juho Kanniainen
· 4
Mostafa Shabani
· 3
Anubha Goel
· 1
Dat Thanh Tran
· 1
Dat Thanh Tran
· 1
George Tzagkarakis
· 1
Moncef Gabbouj
· 1
Puneet Pasricha
· 1
Topics
Domain — Finance
Transformer Forecasters
Probabilistic
Foundation Models